2011年, Best Cognition Award　　　　　　　　　　　　　　　
As Publication Co-Chairs
Youhei Kawamura

2011年, The 1st International Workshop on Soft Computing and Disaster Control, Best Paper Award　　　　　　　　　　　　　　　
Long-Term Operation of Landslide observation System Using ZigBee Module
Youhei Kawamura

2010年03月20日, 日本機械学会, 日本機械学会関東支部第16期総会講演会,若手優秀講演賞受賞　　　　　　　　　　　　　　　
川村 洋平, 若手優秀講演賞, 日本国

2009年11月15日, 超音波シンポジウム実行委員会, USE2009奨励賞受賞　　　　　　　　　　　　　　　
川村 洋平, 奨励賞

2008年09月16日, 社）資源・素材学会, 資源・素材学会平成19年秋季大会，若手ポスター賞受賞　　　　　　　　　　　　　　　
川村 洋平, 日本国

2006年10月, 第15回ソノケミストリー討論会, ソノケミストリー進歩賞受賞　　　　　　　　　　　　　　　
川村 洋平, 日本国

2002年, 寒地技術シンポジウム 寒地技術賞（産業部門）　　　　　　　　　　　　　　　
川村 洋平, 日本国

Advanced mineralogical classification and concentration estimation in mining with MATLAB-powered hyper-spectral imaging and machine learning
Natsuo Okada, Brian Bino Sinaice, Jaewon Kim, Hiromasa Nozaki, Kaito Takizawa, Narihiro Owada, Yoko Ohtomo, Youhei Kawamura
International Journal of Mining, Reclamation and Environment, 1, 21, Informa UK Limited, 2024年06月06日
研究論文（学術雑誌）

Cone penetration test-based assessment of liquefaction potential using machine and hybrid learning approaches
Jitendra Khatti, Yewuhalashet Fissha, Kamaldeep Singh Grover, Hajime Ikeda, Hisatoshi Toriya, Tsuyoshi Adachi, Youhei Kawamura
Multiscale and Multidisciplinary Modeling, Experiments and Design, Springer Science and Business Media LLC, 2024年04月26日
研究論文（学術雑誌）

Enhancing Interpretability in Drill Bit Wear Analysis through Explainable Artificial Intelligence: A Grad-CAM Approach
Lesego Senjoba, Hajime Ikeda, Hisatoshi Toriya, Tsuyoshi Adachi, Youhei Kawamura
Applied Sciences, 14, 9, 3621, 3621, MDPI AG, 2024年04月25日
研究論文（学術雑誌）, This study introduces a novel method for analyzing vibration data related to drill bit failure. Our approach combines explainable artificial intelligence (XAI) with convolutional neural networks (CNNs). Conventional signal analysis methods, such as fast Fourier transform (FFT) and wavelet transform (WT), require extensive knowledge of drilling equipment specifications, which limits their adaptability to different conditions. In contrast, our method leverages XAI algorithms applied to CNNs to directly identify fault signatures from vibration signals. The signals are transformed into their frequency components and then employed as inputs to a CNN model, which is trained to detect patterns indicative of drill bit failure. XAI algorithms are then employed to generate attention maps, highlighting regions of interest in the CNN. By scrutinizing these maps, engineers can identify critical frequencies associated with drill bit failure, providing valuable insights for maintenance and optimization. This method offers a transparent and interpretable framework for analyzing vibration data, enabling informed decision-making and proactive maintenance strategies to enhance drilling efficiency and minimize downtime. The integration of XAI with CNNs facilitates a deeper understanding of the root causes of drill bit failure and improves overall drilling performance.

Enhancing rock fragmentation assessment in mine blasting through machine learning algorithms: a practical approach
Angesom Gebretsadik, Rahul Kumar, Yewuhalashet Fissha, Yemane Kide, Natsuo Okada, Hajime Ikeda, Arvind Kumar Mishra, Danial Jahed Armaghani, Yoko Ohtomo, Youhei Kawamura
Discover Applied Sciences, 6, 5, Springer Science and Business Media LLC, 2024年04月25日
研究論文（学術雑誌）, Abstract

The optimization of blasting operations greatly benefits from the prediction of rock fragmentation. The main factors that affect fragmentation are rock mass characteristics, blast geometry, and explosive properties. This paper is a step towards the implementation of machine learning and deep learning algorithms for predicting the extent of fragmentation (in percentage) in open pit mining. While various parameters can affect rock fragmentation, this study considers ten among them (i.e., spacing, drill hole diameter, burden, average bench height, powder factor, number of holes, charge per delay, uniaxial compressive strength, specific drilling, and stemming) to train and test the models. However, due to a weak correlation with rock fragmentation, drill diameter, average bench height, compressive strength, stemming, and charge per delay are eliminated to reduce model complexity. A total of 219 data sets having five input features including the number of holes, spacing, burden, specific drilling, and powder factor are used to develop the models. Machine learning models (random forest regression, support vector regression, and XG boost), as well as a deep learning model (neural network regression), are applied to develop a practical way that can optimize the prediction of fragmentation. This study employs performance measures such as R-squared, RMSE, MSE, MAPE, and MAE. The optimization of the model revealed promising results, indicating that the architecture 5-64-32-16-1 exhibits strong performance. Specifically, the model achieved mean squared error (MSE) values of 41.32 and 28.59 on the training and test datasets, respectively. The R² value for both training and test is 0.83. RFR is also performing well compared to SVR and XG boost with MSE values of 12.37 and 9.89 on training and testing data, respectively.in both sets, the R² value is 94%. Based on permutation importance and shapely plot values, it is observed that the powder factor has the highest impact, while the burden has the lowest impact on fragmentation.

Effect of rock properties on wear and cutting performance of multi blade circular saw with iron based multi-layer diamond segments
Sohan Singh Rajpurohit, Yewuhalashet Fissha, Rabindra Kumar Sinha, Mujahid Ali, Hajime Ikeda, Wade Ghribi, Taoufik Najeh, Yaser Gamil, Youhei Kawamura
Scientific Reports, 14, 1, Springer Science and Business Media LLC, 2024年02月26日
研究論文（学術雑誌）, Abstract

This study is an attempt for comprehensive, combining experimental data with advanced analytical techniques and machine learning for a thorough understanding of the factors influencing the wear and cutting performance of multi-blade diamond disc cutters on granite blocks. A series of sawing experiments were performed to evaluate the wear and cutting performance of multi blade diamond disc cutters with varying diameters in the processing of large-sized granite blocks. The multi-layer diamond segments comprising the Iron (Fe) based metal matrix were brazed on the sawing blades. The segment’s wear was studied through micrographs and data obtained from the Field Emission Scanning Electron Microscopy (FESEM) and Energy Dispersive X-ray (EDS). Granite rock samples of nine varieties were tested in the laboratory to determine the quantitative rock parameters. The contribution of individual rock parameters and their combined effects on wear and cutting performance of multi blade saw were correlated using statistical machine learning methods. Moreover, predictive models were developed to estimate the wear and cutting rate based on the most significant rock properties. The point load strength index, uniaxial compressive strength, and deformability, Cerchar abrasivity index, and Cerchar hardness index were found to be the significant variables affecting the sawing performance.

Enhancing the occupational safety and well-being of mining and construction workers: an application of emotional intelligence training (EIT)
Mukhtar Olalekan Iyanda, Blessing Olamide Taiwo, Yewuhalashet Fissha, Adams Abiodun Akinlabi, Kelebogile Phili, Hajime Ikeda, Youhei Kawamura
Safety in Extreme Environments, Springer Science and Business Media LLC, 2024年01月08日, ［最終著者］
英語, 研究論文（学術雑誌）, Abstract

The mining and construction sector in Nigeria holds a pivotal position in driving economic development; nonetheless, it encounters notable challenges, such as project failures and safety apprehensions. The impact of leadership and safety considerations encompasses a broad spectrum of outcomes for projects and the welfare of individuals. The primary aim of this study is to investigate the possibility of inducing significant changes by introducing emotional intelligence (EI) training in the mining and construction industries in Ogun State, Nigeria. The present study employed a mixed-methods research design to authenticate the significant enhancements in post-training emotional intelligence (EI) levels seen among personnel at New Creation Constructions Ltd. The study included the consideration of five distinct groups (A-E) that were responsible for managing comparable projects. The optimization of Group E’s improvement was achieved by the implementation of Emotional Intelligence (EI) training, and subsequently compared to the performance of the remaining four groups. The safety procedures within Group E experienced a substantial enhancement, marked by an escalated utilization of protective equipment, heightened consciousness of safety measures, and a reinforced dedication to safeguarding the welfare of colleagues. Group E exhibited outstanding project management efficiency, displaying commendable performance in multiple areas such as budget adherence, adherence to safety procedures, stakeholder satisfaction, effective communication, and proficient procurement management. To optimize the benefits outlined above, we suggest implementing emotional intelligence (EI) training programs, leadership development initiatives, stress management interventions, regular evaluations of well-being, and focused research tailored to the specific needs of the organization.

Development of Wide-Area Mineral Identification System Using Multispectral Camera Mounted on Drone for Beach Placer Deposits
Hiromasa Nozaki, Natsuo Okada, Brian Bino Sinaice, Yoko Otomo, Youhei Kawamura
Proceedings of the Second International Conference on Resources and Technology (RESAT 2023), 214, 232, Atlantis Press International BV, 2023年12月29日
論文集(書籍)内論文

Urban Quarry Ground Vibration Forecasting: A Matrix Factorization Approach
Hajime Ikeda, Masato Takeuchi, Elsa Pansilvania, Brian Bino Sinaice, Hisatoshi Toriya, Tsuyoshi Adachi, Youhei Kawamura
Applied Sciences, 13, 23, 12674, 12674, MDPI AG, 2023年11月25日, ［最終著者］
英語, 研究論文（学術雑誌）, Blasting is routinely carried out in urban quarry sites. Residents or houses around quarry sites are affected by the ground vibrations induced by blasting. Peak Particle Velocity (PPV) is used as a metric to measure ground vibration intensity. Therefore, many prediction models of PPV using experimental methods, statistical methods, and Artificial Neural Networks (ANNs) have been proposed to mitigate this effect. However, prediction models using experimental and statistical methods have a tendency of poor prediction accuracy. In addition, while prediction models using ANNs can produce a highly accurate prediction results, a large amount of measured data is necessarily collected. In an urban quarry site where the number of blastings is limited, it is difficult to collect a lot of measured data. In this study, a new PPV prediction method using Weighted Non-negative Matrix Factorization (WNMF) is proposed. WNMF is a method that approximates a non-negative matrix (including missing data) to the product of two low-dimensional matrices and predicts the missing data. In addition, WNMF is one of the unsupervised learning methods, so it can predict PPV regardless of the amount of data. In this study, PPV was predicted using measured data from 100 sites at the Mikurahana quarry site in Japan. As a result, the proposed method showed higher accuracy when using measured data at 60 sites rather than 100 sites, and the root mean square error for PPV prediction decreased from 0.1759 (100 points) to 0.1378 (60 points).

Digital Twin Technology in Data Center Simulations: Evaluating the Feasibility of a Former Mine Site
Hajime Ikeda, Nur Ellisha Binti Mokhtar, Brian Bino Sinaice, Muhammad Ahsan Mahboob, Hisatoshi Toriya, Tsuyoshi Adachi, Youhei Kawamura
Sustainability, 15, 23, 16176, 16176, MDPI AG, 2023年11月21日
研究論文（学術雑誌）, Mining activities often deem mine sites as temporary, leading to their eventual reclamation, rehabilitation, or abandonment. This study innovates by proposing the re-purposing of the disused Osarizawa mine in Akita, Japan, leveraging its consistently low tunnel temperatures to establish a data center, thereby offering a sustainable economic avenue to offset reclamation costs. We assessed the feasibility of this transformation by gathering comprehensive environmental data from the site and conducting meticulous ventilation simulations. These simulations explored various scenarios encompassing diverse ventilation configurations, data server room dimensions, thermal outputs, and the inherent cooling capabilities of the proposed humid rooms. By juxtaposing the simulation outcomes with the criteria set forth in the ASHRAE 2011 Thermal Guidelines, we pinpointed the optimal parameters that satisfy the stringent temperature and relative humidity prerequisites essential for a data center’s operation. This research underscores the potential of reimagining abandoned mine sites as strategic assets, providing economic benefits while adhering to critical data center infrastructure standards.

Soft ground tunnel lithology classification using clustering-guided light gradient boosting machine
Kursat Kilic, Hajime Ikeda, Tsuyoshi Adachi, Youhei Kawamura
Journal of Rock Mechanics and Geotechnical Engineering, 15, 11, 2857, 2867, Elsevier BV, 2023年11月
研究論文（学術雑誌）

Evaluation and Prediction of Blast-Induced Ground Vibrations: A Gaussian Process Regression (GPR) Approach
Yewuhalashet Fissha, Hajime Ikeda, Hisatoshi Toriya, Narihiro Owada, Tsuyoshi Adachi, Youhei Kawamura
Mining, 3, 4, 659, 682, MDPI AG, 2023年10月26日
研究論文（学術雑誌）, Ground vibration is one of the most hazardous outcomes of blasting. It has a negative impact both on the environment and the human population near to the blasting area. To evaluate the magnitude of blasting vibrations, it is important to consider PPV as a fundamental critical base parameter practice in terms of vibration velocity. This study aims to explore the application of different soft computing techniques, including a Gaussian process regression (GPR), decision tree (DT), and support vector regression (SVR), for the prediction of blast-induced ground vibration (PPV) in quarry mining. The three models were evaluated using classical mathematical evaluation metrics (R2, RMSE, MSE, MAE). The result shows that the GPR model achieves an excellent prediction result; with R2 = 0.94, RMSE = 0.0384, MSE = 0.0014, and MAE = 0.0265, it shows high accuracy in predicting PPV. The Shapley additive explanation (SHAP) results emphasize the importance of understanding the interactions between the various factors and their effects on the vibration assessment. The findings can inform the development of more sustainable and environmentally friendly models for predicting blasting vibrations. Using a GPR to simulate and predict blasting-induced ground vibrations is the study’s main contribution. The GPR can capture complicated, non-linear correlations in data, making it ideal for blast-induced ground vibrations, which are dynamic and nonlinear. By using a Gaussian process regression, we can help companies and researchers improve the safety and efficiency in blast-induced ground vibration environments.

Deep Learning-Based Estimation of Muckpile Fragmentation Using Simulated 3D Point Cloud Data
Hajime Ikeda, Taiga Sato, Kohei Yoshino, Hisatoshi Toriya, Hyongdoo Jang, Tsuyoshi Adachi, Itaru Kitahara, Youhei Kawamura
Applied Sciences (Switzerland), 13, 19, 2023年10月
研究論文（学術雑誌）, This research introduces an innovative technique for estimating the particle size distribution of muckpiles, a determinant significantly affecting the efficiency of mining operations. By employing deep learning and simulation methodologies, this study enhances the precision and efficiency of these vital estimations. Utilizing photogrammetry from multi-view images, the 3D point cloud of a muckpile is meticulously reconstructed. Following this, the particle size distribution is estimated through deep learning methods. The point cloud is partitioned into various segments, and each segment’s distinguishing features are carefully extracted. A shared multilayer perceptron processes these features, outputting scores that, when consolidated, provide a comprehensive estimation of the particle size distribution. Addressing the prevalent issue of limited training data, this study utilizes simulation to generate muckpiles and consequently fabricates an expansive dataset. This dataset comprises 3D point clouds and corresponding particle size distributions. The combination of simulation and deep learning not only improves the accuracy of particle size distribution estimation but also significantly enhances the efficiency, thereby contributing substantially to mining operations.

Assessment of Charge Initiation Techniques Effect on Blast Fragmentation and Environmental Safety: An Application of WipFrag Software
Blessing Olamide Taiwo, Yewuhalashet Fissha, Thomas Palangio, Andrew Palangio, Hajime Ikeda, Nageswara Rao Cheepurupalli, Naseer Muhammad Khan, Adams Abiodun Akinlabi, Oluwaseun Victor Famobuwa, Joshua Oluwaseyi Faluyi, Youhei Kawamura
Mining, 3, 3, 532, 551, MDPI AG, 2023年09月14日
研究論文（学術雑誌）, Blast charge initiation procedures have a significant impact on both mining safety and production rates. In this study, the inventory benefit of an electric initiation system was investigated to assess its influence on both fragmentation and blast-induced damages. The WipFrag software was used to examine the size distribution and productivity of 12 small-scale blasts initiated by both nonelectric and electric detonators. All blast rounds were initiated with plain-type electric and NONEL detonators. The average burden, spacing, stemming length, and charge weight were, respectively, 0.85 m, 1.10 m, 0.66 m, and 1.1 kg. The results showed that the mesh through which 80% of the blast fragments passed for the electric blast was smaller than the mesh through which the material products from the NONEL blast passed. The results also demonstrated that the generated blast-induced ground vibration (PPV) from all blast rounds for electric blast varied from 0.4–1.2 mm/s and 80–105 dB, while that for nonelectric blast ranged from 0.05–0.2 mm/s and 72–95 dB. As a result, the electric blast initiation technique was found to produce good fragmentation, with a higher percentage of optimum fragment sizes on spec than nonelectrically initiated blasts.

フィールド科学体験型VRシアターの構築とその教育現場への適用と評価　　　　　　　　　　　　　　　
田中洋輔, 大塚尚広, 田中優太朗, 川村洋平
情報処理, 64, 8, 2023年08月, ［招待有り］
日本語, 研究論文（学術雑誌）

Application of Bayesian Neural Network (BNN) for the Prediction of Blast-Induced Ground Vibration
Yewuhalashet Fissha, Hajime Ikeda, Hisatoshi Toriya, Tsuyoshi Adachi, Youhei Kawamura
Applied Sciences (Switzerland), 13, 5, 2023年03月
研究論文（学術雑誌）, Rock blasting is one of the most common and cost-effective excavation techniques. However, rock blasting has various negative environmental effects, such as air overpressure, fly rock, and ground vibration. Ground vibration is the most hazardous of these inevitable impacts since it has a negative impact not only on the environment of the surrounding area but also on the human population and the rock itself. The PPV is the most critical base parameter practice for understanding, evaluating, and predicting ground vibration in terms of vibration velocity. This study aims to predict the blast-induced ground vibration of the Mikurahana quarry, using Bayesian neural network (BNN) and four machine learning techniques, namely, gradient boosting, k-neighbors, decision tree, and random forest. The proposed models were developed using eight input parameters, one output, and one hundred blasting datasets. The assessment of the suitability of one model in comparison to the others was conducted by using different performance evaluation metrics, such as R, RMSE, and MSE. Hence, this study compared the performances of the BNN model with four machine learning regression analyses, and found that the result from the BNN was superior, with a lower error: R = 0.94, RMSE = 0.17, and MSE = 0.03. Finally, after the evaluation of the models, SHAP was performed to describe the importance of the models’ features and to avoid the black box issue.

A system of the granite weathering degree assessment using hyperspectral image and CNN
Jaewon Kim, Youhei Kawamura, Osamu Nishikawa, Brian Bino Sinaice, Natsuo Okada, Shinji Utsuki
INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, 36, 5, 368, 380, TAYLOR & FRANCIS LTD, 2022年05月
英語, 研究論文（学術雑誌）, Due to weathering processes that occur all around the world, rocks that are exposed eventually undergo physical and chemical changes. These weathering processes have the potential to turn fresh rocks into soft and weakened derivatives, leading to the collapse and subsidence of structures, such as tunnels, dams, and others, as well as natural structures, such as cliffs and slopes. This study attempts to employ hyperspectral imaging and a deep learning network called Convolutional Neural Network (CNN) in the effort to achieve a reliable process for rock weathering degree assessment. This study employs a hyperspectral image camera capable of detecting electromagnetic radiation from 400 nm-1000 nm with a spectral resolution of 204 bands. The CNN algorithm used in this study is based on a modified VGG-16 architecture. The total amount of data from granite samples employed amounts to 19,456 files. 80% of the total data were used as learning data and the remaining 20% as testing and validation data. The results show that the system has an average precision of over 94%. The study, therefore, concludes that the conjunction of hyperspectral imaging with CNN is a practicable process for the evaluation of the degree of weathering granite without the need for specialised human expertise or prejudice.

Use of a DNN-Based Image Translator with Edge Enhancement Technique to Estimate Correspondence between SAR and Optical Images
Hisatoshi Toriya, Ashraf Dewan, Hajime Ikeda, Narihiro Owada, Mahdi Saadat, Fumiaki Inagaki, Youhei Kawamura, Itaru Kitahara
Applied Sciences (Switzerland), 12, 9, 2022年05月01日
研究論文（学術雑誌）, In this paper, the local correspondence between synthetic aperture radar (SAR) images and optical images is proposed using an image feature-based keypoint-matching algorithm. To achieve accurate matching, common image features were obtained at the corresponding locations. Since the appearance of SAR and optical images is different, it was difficult to find similar features to account for geometric corrections. In this work, an image translator, which was built with a DNN (deep neural network) and trained by conditional generative adversarial networks (cGANs) with edge enhancement, was employed to find the corresponding locations between SAR and optical images. When using conventional cGANs, many blurs appear in the translated images and they degrade keypoint-matching accuracy. Therefore, a novel method applying an edge enhancement filter in the cGANs structure was proposed to find the corresponding points between SAR and optical images to accurately register images from different sensors. The results suggested that the proposed method could accurately estimate the corresponding points between SAR and optical images.

Spectral Angle Mapping and AI Methods Applied in Automatic Identification of Placer Deposit Magnetite Using Multispectral Camera Mounted on UAV
Brian Bino Sinaice, Narihiro Owada, Hajime Ikeda, Hisatoshi Toriya, Zibisani Bagai, Elisha Shemang, Tsuyoshi Adachi, Youhei Kawamura
Minerals, 12, 2, 2022年02月
研究論文（学術雑誌）, The use of drones in mining environments is one way in which data pertaining to the state of a site in various industries can be remotely collected. This paper proposes a combined system that employs a 6-bands multispectral image capturing camera mounted on an Unmanned Aerial Vehicle (UAV) drone, Spectral Angle Mapping (SAM), as well as Artificial Intelligence (AI). Depth possessing multispectral data were captured at different flight elevations. This was in an attempt to find the best elevation where remote identification of magnetite iron sands via the UAV drone specialized in collecting spectral information at a minimum accuracy of +/− 16 nm was possible. Data were analyzed via SAM to deduce the cosine similarity thresholds at each elevation. Using these thresholds, AI algorithms specialized in classifying imagery data were trained and tested to find the best performing model at classifying magnetite iron sand. Considering the post flight logs, the spatial area coverage of 338 m2, a global classification accuracy of 99.7%, as well the per-class precision of 99.4%, the 20 m flight elevation outputs presented the best performance ratios overall. Thus, the positive outputs of this study suggest viability in a variety of mining and mineral engineering practices.

Dimensional Reduction of Rock Hyperspectral Signatures and Classiflcation Based on a NCA Method used in developing a UAV Multispectral Imaging System
Brian Bino Sinaice, Narihiro Owada, Hajime Ikeda, Hisatoshi Toriya, Elisha Shemang, Zibisani Biza Bagai, Shinji Utsuki, Tsuyoshi Adachi, Youhei Kawamura
International Journal of the Society of Material Engineering for Resources, 25, 1, 102, 108, 2022年
研究論文（学術雑誌）, The adoption of hyperspectral imaging has had positive feedback in multiple industries, especially those heavily reliant on the visual analysis of subjects. Reasons for such are primarily due to the high accuracies achievable from processing high dimensional data. Nevertheless, hyperspectral data is said to possess a' dimensionality curse'. This phenomenon, deems it computationally demanding and difflcult to employ in rapid fleld investigations such as the use of drone-mounted spectral cameras to distinguish rocks. To counter this, this study proposes the employment of a method of reducing the number of dimensions used to highlight the most characteristic feature bands referred to as Neighbourhood Component Analysis(NCA). NCA aided in disregarding redundant bands from 204 dimensionalities, to a still highly capable 5 bands dimensionality, which coincides with the current production of 5-band detection drones. To process this data, several machine learning(ML) algorithms were run in order to perform spectral classiflcation of rocks based on the 5 NCA deflned bands. This study's novel flndings show that one is able to acquire with NCA and ML, 5 bands, with a post-optimization average global accuracy of 95.4%. Such capabilities are highly sufflcient considering the magnitude of the dimensionality reduction combined with the potential fleld drone applicability.

Deep Learning as an Early Detection System for Rotary Percussion Drilling Malfunctions
Yoshino Kosugi, Hisatoshi Toriya, Mahdi Saadat, Tsuyoshi Adachi, Hajime Ikeda, Youhei Kawamura
International Journal of the Society of Material Engineering for Resources, 25, 2, 205, 211, 2022年
研究論文（学術雑誌）, To mine in the underground, the method of blasting and blast hole drilling methods are mainly, and widely accepted. The hole drilling methods are done with rotary percussion drill. However, there are problems in terms of diffi culty of operating and mining cost resulting from its failure occurs, and thus it is hard for mining companies to fi nd a way of mining underground effi ciently, profi tability, and safely. From this background, it is necessary to build the early detection system for drill bit failure. This system needs the technology of CNN (Convolutional Neural Network Smart Mining, which is the process of using information, autonomy, and technology to improve safety, reduce operating costs, and improve mine site productivity. In this research, drilling vibration from rotary percussion drill is transmitted as acceleration waveform and used as input data for building the system. The data is collected replacing the kinds of diameter of bit or drilling condition. This data is for developing the model introduced CNN to detect the difference between Normal drilling and the other kinds of drilling with something error. For Firstly, batch of waveform data is input model as training data to make the model recognize the data pattern. Secondly, validation process confi rms the correct answer rate against the training data, and then, the test for the model is practiced. Finally, by comparing each accuracy in phase of test from 4 types of models built with diff erent kinds of data and the ideal way of the input waveform data is found.

Communication Experiment of Wi-Fi Direct for Underground Mine Environment Visualization System
Hajime Ikeda, Youhei Kawamura, Oluwafemi Kolade, Daniyar Malgazhdar, Mahdi Saadat, Fumiaki Inagaki, Hisatoshi Toriya, Frederick Thomas Cawood
Lecture Notes in Civil Engineering, 228, 65, 76, 2022年
研究論文（国際会議プロシーディングス）, One of the main problems in the modern metal mining sector is the depletion of near-surface deposits, the decline in grades. Available deposits near to surface are available and the focus of the industry is shift to deep underground deposits. However, with increase in mining depth risk of rock falls and rock bursts increases concurrently. In order to solve these problems, “smart mining” technology has been introduced. “Smart mining” is an area that combines ICT and intelligent resource development. We have developed a communication system that plays a fundamental role in this field, and have conducted communication tests. Communication systems in underground mines are essential for better safety and productivity. In this research, wireless sensor networks (WSNs) have been proposed to record and transfer environmental and worker position data. This research proposes a communication system using “Wi-Fi Direct”, in which data loggers and mobile terminals (i.e., smartphones) transfer data between nodes. According to the technology, data is transmitted from a fixed underground base unit to a worker’s mobile terminal. Next, these datasets transferred to a data logger on surface once the worker gets close enough, the data transmitted wirelessly between surface and underground locations. To verify the feasibility of this system, the communication range, transfer speed, and received signal strength indicator (RSSI) in different environments were measured.

Model Scaling in Smartphone GNSS-Aided Photogrammetry for Fragmentation Size Distribution Estimation
Zedrick Paul L. Tungol, Hisatoshi Toriya, Narihiro Owada, Itaru Kitahara, Fumiaki Inagaki, Mahdi Saadat, Hyong Doo Jang, Youhei Kawamura
MINERALS, 11, 12, MDPI, 2021年12月
英語, 研究論文（学術雑誌）, Fragmentation size distribution estimation is a critical process in mining operations that employ blasting. In this study, we aim to create a low-cost, efficient system for producing a scaled 3D model without the use of ground truth data, such as GCPs (Ground Control Points), for the purpose of improving fragmentation size distribution measurement using GNSS (Global Navigation Satellite System)-aided photogrammetry. However, the inherent error of GNSS data inhibits a straight-forward application in Structure-from-Motion (SfM). To overcome this, the study proposes that, by increasing the number of photos used in the SfM process, the scale error brought about by the GNSS error will proportionally decrease. Experiments indicated that constraining camera positions to locations, relative or otherwise, improved the accuracy of the generated 3D model. In further experiments, the results showed that the scale error decreased when more images from the same dataset were used. The proposed method is practical and easy to transport as it only requires a smartphone and, optionally, a separate camera. In conclusion, with some modifications to the workflow, technique, and equipment, a muckpile can be accurately recreated in scale in the digital world with the use of positional data.

Coupling NCA Dimensionality Reduction with Machine Learning in Multispectral Rock Classification Problems
Brian Bino Sinaice, Narihiro Owada, Mahdi Saadat, Hisatoshi Toriya, Fumiaki Inagaki, Zibisani Bagai, Youhei Kawamura
MINERALS, 11, 8, MDPI, 2021年08月
英語, 研究論文（学術雑誌）, Though multitudes of industries depend on the mining industry for resources, this industry has taken hits in terms of declining mineral ore grades and its current use of traditional, time-consuming and computationally costly rock and mineral identification methods. Therefore, this paper proposes integrating Hyperspectral Imaging, Neighbourhood Component Analysis (NCA) and Machine Learning (ML) as a combined system that can identify rocks and minerals. Modestly put, hyperspectral imaging gathers electromagnetic signatures of the rocks in hundreds of spectral bands. However, this data suffers from what is termed the 'dimensionality curse', which led to our employment of NCA as a dimensionality reduction technique. NCA, in turn, highlights the most discriminant feature bands, number of which being dependent on the intended application(s) of this system. Our envisioned application is rock and mineral classification via unmanned aerial vehicle (UAV) drone technology. In this study, we performed a 204-hyperspectral to 5-band multispectral reduction, because current production drones are limited to five multispectral bands sensors. Based on these bands, we applied ML to identify and classify rocks, thereby proving our hypothesis, reducing computational costs, attaining an ML classification accuracy of 71%, and demonstrating the potential mining industry optimisations attainable through this integrated system.

Tourist Participation in the Preservation of World Heritage - A Study at in Cambodia -
Fumiya Kimura, Yutaka Ito, Toshiya Matsui, Hidehiko Shishido, Itaru Kitahara, Youhei Kawamura, Atsuyuki Morishima
JOURNAL OF CULTURAL HERITAGE, 50, 163, 170, ELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER, 2021年07月
英語, 研究論文（学術雑誌）, World Heritage Sites (WHSs) face several problems, such as increased maintenance costs, difficulties in checking protection conditions, and graffiti destruction by tourists. Hence, constructing a new system that can effectively lighten the burden of maintenance expenditures is necessary. Presently, a new preservation system that leverages Information and Communication Technology, 3D Restoration Technology by photographic data collection, and artificial intelligence and that involves tourists' participation has been developed. This paper aims to introduce the new preservation system, investigate the possibility of tourists cooperating with the system free of charge, and introduce the details and results of a choice experiment conducted on tourists at Bayon Temple in Cambodia. Analysis results showed that approximately 50% of respondents would be willing to cooperate free of charge, and statistical significance for certain attributes and interactions. The analysis indicated that providing appropriate incentives to tourists who have specific individual characteristics would help promote the use of the preservation system. (c) 2021 Elsevier Masson SAS. All rights reserved.

Investigating asperity damage of natural rock joints in polycrystalline rocks under confining pressure using grain-based model
Mahdi Saadat, Abbas Taheri, Youhei Kawamura
COMPUTERS AND GEOTECHNICS, 135, 104144, 104144, ELSEVIER SCI LTD, 2021年07月, ［査読有り］, ［最終著者］
英語, 研究論文（学術雑誌）, A cohesive grain-based model (GBM) was employed to investigate the asperity damage response of jointed Aue granite under confined compression. The cohesive GBM was able to characterise both inter- and intra-grain contacts in distinct element method (DEM). We calibrated the model against the laboratory data, including confined and unconfined compression tests as well as Brazilian tensile test of Aue granite. We generated synthetic Aue granite specimens, including three different rock joint profiles with various joint roughness coefficients (JRC) from smooth to very rough (i.e. 4.6, 10.2, and 17.5). We conducted confined compression tests on the synthetic specimens under 2, 5, 10, and 40 MPa of confining pressures. The numerical results revealed that at high confining pressure (i.e. 40 MPa), the rock joint profile had a negligible influence of the damage response of the specimen, and only contributed to the reduction of strength. For the other numerical experiments, the intensity of asperity damage caused by grain crushing was more pronounced when the confining pressure was high. We concluded that the cohesive GBM framework has the potential to be used as a virtual laboratory for investigating the shear behaviour of jointed granitic rocks, which is challenging to be studied in the laboratory.

Incorporating asperity strength into rock joint constitutive model for approximating asperity damage: An insight from DEM modelling
Mahdi Saadat, Abbas Taheri, Youhei Kawamura
ENGINEERING FRACTURE MECHANICS, 248, 107744, 107744, PERGAMON-ELSEVIER SCIENCE LTD, 2021年05月, ［査読有り］, ［最終著者］
英語, 研究論文（学術雑誌）, This paper presents a DEM experiment for developing a rock joint constitutive model that is able to consider lab-scale geometrical parameters of waviness and unevenness. We carried out a systematic parametric study using DEM framework to investigate the influence of asperity area and asperity angle on the peak shear strength and peak dilation angle. Based on the insights obtained from numerical outputs, we defined an asperity strength parameter that was incorporated into the failure criterion of the rock joint model. We defined an asperity damage function to characterise the degradation of asperity strength parameter. Besides, we developed a separate damage function to consider the deterioration of frictional components of rock joints. Also, we augmented the dilative response of the rock joint model by defining a new dilation predictor that mimics the normal displacement with respect to the progressive shear displacement of the rock joint. The damage function was linked to plastic displacement of rock joint in all damage functions. We compared the model outputs with the results of experimental direct shear tests conducted on natural rock joints and observed a good agreement.

選鉱プロセスにおけるハイパースペクトルイメージングと深層学習を用いたヒ素含有鉱石の分類
岡田 夏男, 前川 陽平, 大和田 済熙, 芳賀 一寿, 柴山 敦, 川村 洋平
資源と素材, 137, 1, 1, 9, 一般社団法人 資源・素材学会, 2021年01月31日
日本語, Currently, there have been issues concerning the depletion and scarcity of mineral resources. This is mostly due to the excavation of high grade minerals having already occurred years and years ago, hence forcing the mining industry to opt for the production and optimization of lower grade minerals. This however brings about a plethora of problems, many of which economic, stemming from the purification of those low grade minerals in various stages required for mineral processing. In order to reduce costs and aid in the optimization of the mining stream, this study, introduces an automatic mineral identification system which combines the predictive abilities of deep learning with the excellent resolution of hyperspectral imaging, for pre-stage of mineral processing. These technologies were used to identify and classify high grade arsenic (As) bearing minerals from their low grade mineral counterparts non-destructively. Most of this ability to perform such tasks comes from the highly versatile machine learning model which employs deep learning as a means to classify minerals for mineral processing. Experimental results supported this statement as the model was able to achieve an over 90% accuracy in the prediction of As-bearing minerals, hence, one could conclude that this system has the potential to be employed in the mining industry as it achieves modern day system requirements such as high accuracy, speed, economic, userfriendly and automatic mineral identification.

Application of entropy method for estimating factor weights in mining-method selection for development of novel mining-method selection system
Elsa Pansilvania Andre Manjate, Mahdi Saadat, Hisatoshi Toriya, Fumiaki Inagaki, Youhei Kawamura
Journal of Sustainable Mining, 20, 4, 296, 308, 2021年
研究論文（学術雑誌）, Mining-method selection (MMS) is one of the most critical and complex decision-making processes in mine planning. Therefore, it has been a subject of several studies for many years culminating with the development of different systems. However, there is still more to be done to improve and/or create more efficient systems and deal with the complexity caused by many influencing factors. This study introduces the application of the entropy method for feature selection, i.e., select the most critical factors in MMS. The entropy method is applied to assess the relative importance of the factors influencing MMS by estimating their objective weights to then select the most critical. Based on the results, ore strength, host-rock strength, thickness, shape, dip, ore uniformity, mining costs, and dilution were identified as the most critical factors. This study adopts the entropy method in the data preparation step (i.e., feature selection) for developing a novel-MMS system that employs recommendation system technologies. The most critical factors will be used as main variables to create the dataset to serve as a basis for developing the model for the novel-MMS system. This study is a key step to optimize the performance of the model.

Mutual superimposing of SAR and ground-level shooting images mediated by intermediate multi-altitude images.
Hisatoshi Toriya, Narihiro Owada, Mahdi Saadat, Fumiaki Inagaki, Ashraf Dewan, Youhei Kawamura, Itaru Kitahara
Array, 12, 100102, 100102, 2021年
研究論文（学術雑誌）

Hazard mapping of ground subsidence in east area of Sapporo using frequency ratio model and GIS
Taeyoo Na, Youhei Kawamura, Seong-seung Kang, Shinji Utsuki
GEOMATICS NATURAL HAZARDS & RISK, 12, 1, 347, 362, TAYLOR & FRANCIS LTD, 2021年01月01日, ［査読有り］, ［責任著者］
英語, 研究論文（学術雑誌）, As an earthquake occurred in Iburi subprefecture, Japan on September 2018, Sapporo has also been damaged by ground subsidence. Ground subsidence can occur in various area, especially in urban areas causing considerable damage to human lives and properties. Currently, ground subsidence is one of the most important problems all over the world. However, quantitative research about ground subsidence due to earthquake that particularly occurred in urban area was not well studied. To prevent and minimize critical damage caused by subsidence, this study aims to construct hazard map to predict susceptible subsidence place in East area of Sapporo, using geographic information system (GIS) and frequency ratio (FR) model. To determine major factors related to ground subsidence, spatial databases were constructed from geological map, slope data, land use map, borehole data, precipitation data, railroad and subway line data and earthquake information data. Weight of each factors were estimated by FR model to analyze degree of subsidence hazard and construct subsidence hazard map. Constructed subsidence susceptibility map was compared with reported actual ground subsidence area for verification and showed prediction accuracy of 85.17%. This result showed sufficient possibility for reliable susceptibility mapping of ground subsidence using GIS and FR model.

Automated Identification of Mineral Types and Grain Size Using Hyperspectral Imaging and Deep Learning for Mineral Processing
Natsuo Okada, Yohei Maekawa, Narihiro Owada, Kazutoshi Haga, Atsushi Shibayama, Youhei Kawamura
MINERALS, 10, 9, 1, 22, MDPI, 2020年09月
英語, 研究論文（学術雑誌）, In mining operations, an ore is separated into its constituents through mineral processing methods, such as flotation. Identifying the type of minerals contained in the ore in advance aids greatly in performing faster and more efficient mineral processing. The human eye can recognize visual information in three wavelength regions: red, green, and blue. With hyperspectral imaging, high resolution spectral data that contains information from the visible light wavelength region to the near infrared region can be obtained. Using deep learning, the features of the hyperspectral data can be extracted and learned, and the spectral pattern that is unique to each mineral can be identified and analyzed. In this paper, we propose an automatic mineral identification system that can identify mineral types before the mineral processing stage by combining hyperspectral imaging and deep learning. By using this technique, it is possible to quickly identify the types of minerals contained in rocks using a non-destructive method. As a result of experimentation, the identification accuracy of the minerals that underwent deep learning on the red, green, and blue (RGB) image of the mineral was approximately 30%, while the result of the hyperspectral data analysis using deep learning identified the mineral species with a high accuracy of over 90%.

Enhancement of bitumen recovery from the oil sand in an alkaline solution using ultrasound irradiation and carbon dioxide
Hirokazu Okawa, Tomonao Saito, Shohei Yasuda, Youhei Kawamura, Takahiro Kato, Katsuyasu Sugawara, Tayfun Babadagli
JAPANESE JOURNAL OF APPLIED PHYSICS, 59, SK, IOP PUBLISHING LTD, 2020年07月01日, ［査読有り］
英語, 研究論文（学術雑誌）, Herein, we demonstrated the enhancement of bitumen recovery from the oil sand in a concentrated alkaline solution using ultrasound irradiation and carbon dioxide. The alkaline solution allowed the separation of bitumen and sand; however, it was difficult to collect bitumen via aeration. CO exhibited a high contact angle for bitumen even at a high pH. Therefore, we attempted to use CO for bitumen recovery under ultrasound irradiation, increasing the number of collisions between bitumen and the CO bubbles; thus, the bitumen recovery ratio exhibited a high value of approximately 70% even at a low CO injection rate of 20 ml min 2 2 2 2 -1

Accurate Overlapping Method of Ultra-Long Interval Time-Lapse Images for World Heritage Site Investigation
Hidehiko Shishido, Emi Kawasaki, Youhei Kawamura, Toshiya Matsui, Itaru Kitahara
ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE, 13, 2, 10, 18, ASSOC COMPUTING MACHINERY, 2020年06月
英語, 研究論文（学術雑誌）, In this article, a method is proposed to accurately overlap multiple high-quality images with different shooting positions and intervals by combining corresponding point information between images and 3D shape information. In the proposed method, the correct feature matching of images obtained by rendering the 3D model of the subject is used. In this research, the subjects were the pillars of the Angkor Thom Bayon Temple and the epilithic microorganisms adhering to and eroding their surfaces. Synthetic transformation of a homography utilizing the correct matches is employed to overlap the target images. When overlapping different background images using the conventional method, estimation of the homography matrix becomes difficult owing to incorrect matches; thus, high-quality overlapping images cannot be obtained. The objective of this research was to realize the overlapping image process even under conditions that cause incorrect feature matches, such as differences in background and illumination. In this study, the damaged parts of the pillar surfaces were visualized using the proposed method. Based on the results of an experiment comparing the proposed method with an existing state-of-the-art method, the effectiveness and higher accuracy of the proposed method were verified. The findings of this research contribute to Angkor Thom Bayon Temple preservation, including a preservation project that the present authors are organizing for this culturally and historically valuable United Nations Educational, Scientific and Cultural Organization World Heritage site.

資源開発教育用VR 教材の開発およびVR教材を利用した授業の定量評価
伊藤 豊, 竹内 誠人, 見上 柊人, 川村 洋平
Journal of MMIJ, 136, 5, 33, 39, Mining and Materials Processing Institute of Japan, 2020年05月31日, ［査読有り］, ［最終著者］
日本語, 研究論文（学術雑誌）

Development of 3D rock fragmentation measurement system using photogrammetry
Hyongdoo Jang, Itaru Kitahara, Youhei Kawamura, Yasunori Endo, Erkan Topal, Ryo Degawa, Samson Mazara
INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, 34, 4, 294, 305, TAYLOR & FRANCIS LTD, 2020年04月, ［査読有り］
英語, 研究論文（学術雑誌）, Run-of-mine fragmentation is an important aspect of mine productivity optimisation, as it affects all mine-to-mill processes. In this study, a 3D rock fragmentation measurement (3DFM) system is proposed that can surmount the limitations of conventional 2D photo-based rock fragmentation measurement methods. To validate the proposed 3DFM performance, a laboratory-based comparison study was conducted using 100 randomly collected rock fragments. Conventional method exhibits relatively low and diffused results than the 3DFM. The proposed 3DFM can be considered as a new particle size distribution measurement method that should efficiently aid in improving mine productivity.

University Students' Preferences for Labour Conditions at a Mining Site: Evidence from Two Australian Universities
Yutaka Ito, Shuto Mikami, Hyongdoo Jang, Abbas Taheri, Kenta Tanaka, Youhei Kawamura
RESOURCES-BASEL, 9, 3, MDPI, 2020年03月01日
英語, 研究論文（学術雑誌）, The mining industry makes up a large portion of the gross domestic product (GDP) in Australia, although securing human resources remains a problem in that field. The aim of this paper is to identify Australian university mining students' preferences, considering it as potential employees' preferences, for labour conditions at mining sites by means of a discrete choice experiment to promote efficient improvements in labour conditions in the mining industry. The data of 93 respondents analysed in this paper was collected by survey carried out in two universities in Australia. The result of the study showed that students have preferences on several factors such as wage, fatality rate, working position, commuting style, and company. Students having specific sociodemographic characters were found to show specific preferences on labour conditions. The results of this study indicate the potential average of appropriate monetary compensation for each factor.

Application of deep learning approaches in igneous rock hyperspectral imaging
Brian Bino Sinaice, Youhei Kawamura, Jaewon Kim, Natsuo Okada, Itaru Kitahara, Hyongdoo Jang
Springer Series in Geomechanics and Geoengineering, 228, 235, 2020年
研究論文（国際会議プロシーディングス）, Hyperspectral imaging has been applied in remote sensing amongst other disciplines, success in these has triggered its extensive use. Hence, it comes as no surprise that we took advantage of this technology by conducting a study aimed at the spectral analysis of several igneous rocks, and to deduce the spectral signatures of each rock unit using neural networks. Through visual observations and comparisons of these spectral signatures, parameters such as band curvature(shape), tilt(position) and strength were used for lithological discrimination. Even with this said, there often exists similarities in rocks, which are rather difficult to differentiate by means of visual or graphical analysis. However, with numerous technologies making new waves in today’s era and artificial intelligence (AI) being at the forefront of these developments, it was best fitting to employ deep learning, often referred to as a subset of AI; to train/learn from these hyperspectral signatures with a goal aimed at classifying these rocks. Deep learning has networks such as the convolution neural network (CNN), which has algorithms that excel in feature representation from visual imagery; taking into account that the more data is fed into the training process and later used as a database for further training, the higher the future prediction accuracy. Gathered outcomes from the CNN show exceptionally high prediction accuracy capabilities of 96%; suggesting viable field and laboratory usage of these systems as a unit for mining and rock engineering applications.

Development of an underground in-situ stress monitoring system for mining safety using multi sensor cell and wi-fi direct technology
Hajime Ikeda, Youhei Kawamura, Hyongdoo Jang, Nur Ellisha Binti Mokhtar, Jun Yokokura, Zedrick Paul L. Tungol
Springer Series in Geomechanics and Geoengineering, 236, 244, 2020年
研究論文（国際会議プロシーディングス）, The increasing global demand for minerals contributes to the necessity of mineral extraction at greater depths. However, the increase of rock in-situ stress with depth leads to higher risk and increasingly dangerous working conditions faced by mining workers. The presence of shafts, tunnels and other excavations necessary in mine expansions further increase the complexity of underground mines. This complexity of underground stress conditions increases the importance of monitoring and analysis of underground strata conditions, as early detection is crucial in the prevention of rock failure and the occurrence of fatal accidents. A better comprehension of the underground stress conditions in a mine is vital in considering mine design and supports that need to be installed. The development of an efficient monitoring system that can obtain and transmit data is necessary. This paper suggests the utilisation of a multi sensor cell that combines the functions of an accelerometer, gyroscope and a magnetometer, as well as strain gauge displacements to continuously measure the stress conditions of bedrock. The obtained data is then conveyed to the surface using a Wi-Fi Direct communication system and analysed to comprehend the changes in the underground stress conditions. The latter part of this paper also describes the experiments conducted to verify the ability of the proposed monitoring system.

An automated underground space monitoring and communication system based on wireless sensor networks
Mohammad Ali Moridi, Mostafa Sharifzadeh, Hyongdoo Jang, Youhei Kawamura
Springer Series in Geomechanics and Geoengineering, 255, 261, 2020年
研究論文（国際会議プロシーディングス）, In the challenging environment and Cutting-edge technology in mining industry, reliable and effective communication is a high-stake issue, along with the objectives of safe and efficient underground mining operations. Automation through remote and automatic systems has delivered improvements in workplace health and safety for employees, operational management, energy and cost-effectiveness, and real-time response to events. In this context, Wireless Sensor Networks (WSNs) have been widely employed in underground monitoring and communication systems for the purpose of environmental monitoring, the positioning of workers and equipment, operational monitoring and communication system. Considering the capabilities of WSNs, a ZigBee network is adopted in this study. The aim of this study is to propose a reliable and effective monitoring and communication system in underground environments, using WSN nodes were developed to sense environmental attributes and texting emergency messages. A trigger action plan for monitored attributes above normal and threshold value limits is programmed in the surface GIS management server. The system will provide multi-users surface operation and 3D visualization for realistic understanding of underground environment and miners’ conditions.

Illumination of contributing parameters of uneven break in narrow vein mine
Hyongdoo Jang, Sina Taheri, Erkan Topal, Youhei Kawamura
Springer Series in Geomechanics and Geoengineering, 457, 466, 2020年
研究論文（国際会議プロシーディングス）, One of the principal challenge facing the stope production in underground mining is the overbreak and underbreak (UB: uneven break). Although the UB features a critical economic fallout to the entire mining process, it is much inevitable and usually left as an unpredictable phenomenon in underground mines. The complex mechanism of UB must be examined to minimize the UB phenomenon. In this study, the contribution of ten primary UB causative parameters is scrutinized investigating a published UB prediction ANN model. The inputs (UB causative factors) contributions to the output (percentage of UB) of the ANN model were analyzed using Profile methodology (PM). The results PM revealed the essential importance of geological parameters to UB phenomenon as the calculated contributions of adjusted Q-rate (GAQ) and average horizontal to vertical stress ratio (GSK) are 20.48% and 18.12% respectively. Also, the trends of the other eight UB causative factors were investigated. The findings of this study can be used as a reference in stope design and reconciliation processes to maximize the productivity of the underground mine.

Clustering method of 3D point cloud of muck-pile based on connectivity of adjacent surface
Hidehiko Shishido, Zha Wanzhi, Hyongdoo Jang, Youhei Kawamura, Yoshinari Kameda, Itaru Kitahara
2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019, 770, 774, IEEE, 2019年10月
研究論文（国際会議プロシーディングス）, This paper proposes a method to measure the fragmentation distribution of a pile of rocks (muck-pile) using image-based 3D reconstruction. One of the most important aspects of mine-blasting is appropriate rock fragmentation to optimize the cost of the blasting operation. The conventional method of measuring fragmentation distribution is based on 2D image processing including segmentation of muck-pile regions into rock clusters. However, in the 2D method, the measurement accuracy is limited. To accurately measure rock fragmentation distribution, we reconstructed a 3D model of a muck-pile from multi-view images and segment the 3D model based on rock-features such as color, normal vector, distance and adjacent angles of surface planes. As a result, the size of each rock was calculated by fitting a bounding box. Based on experimental evaluations, it was confirmed that the accuracy of the proposed method is higher than that of previous methods.

An empirical approach of overbreak resistance factor for tunnel blasting
Hyongdoo Jang, Youhei Kawamura, Utsuki Shinji
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 92, PERGAMON-ELSEVIER SCIENCE LTD, 2019年10月, ［査読有り］
英語, 研究論文（学術雑誌）, The assessment of overbreak is proposed by means of a novel empirical approach; the ‘overbreak resistance factor’ (ORF), to predict and manage the overbreak phenomenon in tunnel drill-and-blast operations. The proposed ORF is formulated by analysing the relationship between uncontrollable parameters of the overbreak phenomenon, i.e., geological parameters, and the corresponding overbreak measurements. Ninety data sets were collected from the Shin-Hakoishi Tunnel operation in Japan. Initially, an identical weight was applied to all geological parameters to generate ORF subfactors. The contribution of these subfactors to the measured overbreak was analysed through the use of five overbreak prediction artificial neuron network (ANN) models. A sensitivity analysis was conducted on the ANN models to reveal the contributions of input factors to measured overbreak. The discontinuities factors demonstrated the highest influence on overbreak with an overall sensitivity of 55.20%, whereas the strength factors, the weathering factors and the face condition factors showed less sensitivity, at 27.18%, 9.43%, and 8.18% respectively. The sensitivity analysis results were applied back to the initial unweighted data sets to generate a weighted record of subfactors. The ORF values showed a clear inverse proportional relation to the measured overbreak values, through linear regression analysis. Consequently, a five-step ORF prediction chart was developed, which can be directly applied to estimate overbreak in any drill-and-blast tunnel project.

アンコール遺跡群における地衣類の時系列変化画像の重畳　　　　　　　　　　　　　　　
宍戸, 英彦, 河﨑, 衣美, 川村, 洋平, 松井, 敏也, 北原, 格
月刊考古学ジャーナル, 730, 29, 33, ニューサイエンス社, 2019年09月
日本語, 研究論文（学術雑誌）

ICを活用した予防保全のためのアンコール遺跡群バイヨン寺院を対象としたモニタリングシステムの開発　　　　　　　　　　　　　　　
池田, 啓, 川村, 洋平, 横倉, 潤, 宍戸, 英彦, 河﨑, 衣美, 伊藤, 豊, 北原 格, 丸太, 寛之, 里, 知樹, 松井, 敏也
日本文化財科学会第36回大会発表要旨集, 20, 21, 日本文化財科学会第36回事務局, 2019年06月
日本語, 研究論文（研究会，シンポジウム資料等）

Implementation and Verification of a Wi-Fi Ad Hoc Communication System in an Underground Mine Environment
H. Ikeda, Y. Kawamura, Z. P.L. Tungol, M. A. Moridi, H. Jang
Journal of Mining Science, 55, 3, 505, 514, 2019年05月01日
研究論文（学術雑誌）, Wireless sensor networks WI-Fi ad hoc have been proposed information transmission between data loggers and mobile station (smartphones). The wireless data transmission follows from an underground station to a worker’s smartphone and, then, after the worker has left the mine, to a data logger on the surface. The serviceability of this system was tested by measurement of communication quality indexes in various environments. The tests show that wireless communication between a stationary point and a mobile devise is possible at transfer speeds up to 2 MB/s with a packet error rate (PER) below 25% either at a maximum distance of 110 m in a straight path or at a distance of 20 m in case of a corner or turn of the path. The proposed system allows the transmission of 39.6–79.2 MB of monitoring data to a worker moving at 20 km/h.

Development of wireless sensor networks for underground communication and monitoring systems (the cases of underground mine environments)
Mohammad Ali Moridi, Mostafa Sharifzadeh, Youhei Kawamura, Hyong Doo Jang
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 73, 127, 138, PERGAMON-ELSEVIER SCIENCE LTD, 2018年03月, ［査読有り］
英語, 研究論文（学術雑誌）, The challenges of maintaining safe workplaces and improving operations and services in underground mines are unique. These have largely been mitigated by implementing new technology of wireless sensor networks (WSNs) in the last few years. Establishment and development of a reliable monitoring and communication network through such hostile environments are still major concerns. In this study, a more comprehensive monitoring and communication system for underground mine environments using ZigBee network are developed. To this regard, experiments with real systems and prototypes are applied. The controllable and uncontrollable parameters of both underground environment and network for the establishment of ZigBee network are also assessed. Then, a practical method to design a model of an underground mine monitoring and communication system is proposed. This model was verified by testing system functions and applications for example, temperature, humidity and illumination readings, text messaging, and controlling ventilation fans throughout an underground mine in Western Australia. The monitoring and communication systems operated successfully and it demonstrated the reliable outcomes of their function and application for underground mines.

クラウドソーシングと３次元復技術による世界遺産の予防的保存
河崎 衣美, 伊藤 豊, 川村 洋平, 松井 敏也, 北原 格
信学技報, 2, 77, 82, 2018年, ［査読有り］
研究論文（学術雑誌）

Performance analysis of ZigBee network topologies for underground space monitoring and communication systems
Mohammad Ali Moridi, Youhei Kawamura, Mostafa Sharifzadeh, Emmanuel Knox Chanda, Markus Wagner, Hirokazu Okawa
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 71, 201, 209, PERGAMON-ELSEVIER SCIENCE LTD, 2018年01月, ［査読有り］
英語, 研究論文（学術雑誌）, The advancement in tunnelling and underground space technologies and the need for large scale monitoring and communication systems for safe and efficient operations has triggered the era of wireless sensor networks (WSNs). The progress of WSNs have been associated with the innovation of sensor nodes with the more significant features of smaller size, more cost-effectiveness, lower latency and powerful antenna coverage. The sensor nodes arrangement in dense industrial WSNs is one of the crucial issues for a better quality of service and a reliable message transmission through the network. In this study, we investigate various sensor node arrangements of ZigBee networks for underground space monitoring and communication systems. The performance of ZigBee topologies are analysed in 12, 20, 30, 40 and 50-node scenarios for stationary node deployment in underground environments. The metrics used for the performance evaluation include throughput, packet delivery ratio (PDR), end-to-end delay, energy consumption and packet delivery security. The results evaluation confirms the mesh topology is prioritised in WSNs design considering higher throughput, packet delivery ratio and network security, while the cluster-tree topology is preferred in case of lower end-to-end delay and lower energy consumption. The analyses show that the mesh topology creates a more reliable monitoring and communication network with an adequate quality of service in underground spaces and tunnels. Therefore, greater end-to-end delay and energy consumption could not be major concerns for the mesh topology in underground mine applications based on the acceptable data latency and using mine power.

Time-Lapse Image Generation using Image-Based Modeling by Crowdsourcing
Hidehiko Shishido, Emi Kawasaki, Yutaka Ito, Youhei Kawamura, Toshiya Matsui, Itaru Kitahara
2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 3541, 3542, IEEE, 2018年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, In recent years, the pillars of the World Heritage Angkor Thom Bayon temple have become a problem of deterioration due to moss breeding. We aim to generate an image to support observation of moss breeding on a pillar. Even under environment that prevent image processing, we can achieve accurate overlay processing by combining corresponding points between images and 3D shapes. In order to generate the timelapse image of the observation target, many accurate images of different capturing timings are necessary. We are going to use a lot of images collected by crowdsourcing for time lapse images. In this research, we use two crowdsourcing models with the »capturing image of the target region» and the »classification of the captured images» as the micro task. Therefore, image acquisition using crowdsourcing and generation of time lapse image are looped. Time lapse image will be more accurate by repeating this flow.

Comparison of Rock Fragmentation Measurement Systems with 3D System using Photogrammetry Technology　　　　　　　　　　　　　　　
Kitahara, Itaru, Kawamura, Youhei, Topal, Erkan, Endo, Yasunori, Degawa, Ryo, Jang, Hyongdoo
The 2017 World Congress on Advances in Structural Engineering and Mechanics, 2017年08月, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

Utilization of ultrasonic atomization for dust control in underground mining
Hirokazu Okawa, Kentaro Nishi, Youhei Kawamura, Takahiro Kato, Katsuyasu Sugawara
JAPANESE JOURNAL OF APPLIED PHYSICS, 56, 7, IOP PUBLISHING LTD, 2017年07月, ［査読有り］
英語, 研究論文（学術雑誌）, This study examined dust suppression using water particles generated by ultrasonic atomization (2.4 MHz) at low temperature (10 °C). Green tuff (4 μm), green tuff (6 μm), kaolin, and silica were used as dust samples. Even though ultrasonic atomization makes fine water particles, raising relative air humidity immediately was difficult at low temperature. However, remaining water particles that did not change to water vapor contributed to suppression of dust dispersion. Additionally, the effect of water vapor amount (absolute humidity) and water particles generated by ultrasonic atomization on the amount of dust dispersion was investigated using experimental data at temperatures of 10, 20, and 30 °C. Utilization of ultrasound atomization at low temperature has the advantages of low humidity increments in the working space and water particles remaining stable even with low relative air humidity.

Proactive Preservation of World Heritage by Crowdsourcing and 3D Reconstruction Technology
Hidehiko Shishido, Yutaka Ito, Youhei Kawamura, Toshiya Matsui, Atsuyuki Morishima, Itaru Kitahara
2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2018-January, 4426, 4428, IEEE, 2017年07月01日, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Since over one million tourists annually visit the Angkor ruins, the effect on the buildings from the vibrations caused by these tourists is a huge problem for maintaining them. Such organisms as bryophytes, which adhere to the surface of the stones of the ruins, is another factor that damages them. Using crowdsourcing and 3D reconstruction technology, we are organizing a proactive preservation project for the Angkor Thom Bayon Temple, which is a world cultural heritage site. We evaluated its damaged parts and visualized the damaged state.

粒度分布推定のための発破ずり３次元モデルの生成手法　　　　　　　　　　　　　　　
出川, 諒, 亀田, 能成, 川村, 洋平, Jang, Hyongdoo, 北原, 格
電子情報通信学会 技術研究報告MVE, 116, 496, 197, 202, 電子情報通信学会, 2017年02月
日本語, 研究論文（研究会，シンポジウム資料等）

クラウドソーシングと３次元復技術による世界遺産の予防的保存
河崎 衣美, 伊藤 豊, 川村 洋平, 松井 敏也, 北原 格
IEICE Technical Report, PRMU2017, 77, 82, 2017年, ［査読有り］
研究論文（学術雑誌）

Illumination of parameter contributions on uneven break phenomenon in underground stoping mines
Jang Hyongdoo, Topal Erkan, Kawamura Youhei
INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY, 26, 6, 1095, 1100, ELSEVIER SCIENCE BV, 2016年11月01日, ［査読有り］
英語, 研究論文（学術雑誌）, One of the most serious conundrum facing the stope production in underground metalliferous mining is uneven break (UB: unplanned dilution and ore-loss). Although the UB has a huge economic fallout to the entire mining process, it is practically unavoidable due to the complex causing mechanism. In this study, the contribution of ten major UB causative parameters has been scrutinised based on a published UB predicting artificial neuron network (ANN) model to put UB under the engineering management. Two typical ANN sensitivity analysis methods, i.e., connection weight algorithm (CWA) and profile method (PM) have been applied. As a result of CWA and PM applications, adjusted Q rate (AQ) revealed as the most influential parameter to UB with contribution of 22.40% in CWA and 20.48% in PM respectively. The findings of this study can be used as an important reference in stope design, production, and reconciliation stages on underground stoping mine.

Development of a Landslide Observation System Using ZigBee Wireless Communication Technology
Y. Kawamura, H. Jang, K. Ohta, Y. Inagaki
Geotechnical Special Publication, 2016-January, 269 GSP, 542, 550, American Society of Civil Engineers (ASCE), 2016年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Extensive area of Japan is subjected to threats of potential landslides as roughly 70 percent of Japan consists of a steep mountainous terrain and moreover numerous artificial hill slopes are developed in residential areas. While various types of structural counter measures have been developed and successfully implemented in Japan, significant numbers of areas remain unprotected. Hence, non-structural measures, such as hazard maps and early warning systems, are required to minimize risks. One of the key technologies of the early warning system is the automatic detection system for landslides. In this research, we are developing an automatic detection system for landslides using ZigBee wireless communication technology. A general ZigBee-compliant platform made by Hitachi Co. Ltd. was customized and used in the constructing the wireless landslide detection system. The developed system monitors various environmental data, such as 3-axes acceleration, temperature, humidity, and illumination intensity. It was verified that all measured parameters except humidity were measured properly at an actual slope site with the proposed system.

3D Model Reconstruction of Rocks on a Slope for Simulating a Rock Fall
Itaru Kitahra, Shogo Atsumi, Ryo Degawa, Youhei Kawamura, Hyongdoo Jang, Yuichi Ohta
Geotechnical Special Publication, 2016-, 269, 508, 517, American Society of Civil Engineers (ASCE), 2016年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, For reducing damage of rock fall, it is important to estimate the route, leap height and velocity of the rock. Although research about estimation of falling motion of rocks are actively conducted, there are still unsolved issues, since rock fall is a complex phenomenon affected by position, size, or shape of rocks and angle of slope. This paper proposes a method of rock fall simulation using a 3D model of rock and slope reconstructed by merging multiple-view images. The proposed method requires only a mobile camera to generate a 3D model, so that more practical rock fall simulation can be realized. In addition, reconstructing textured 3D model makes inspectors visually confirm how the rock falls on the slope. Due to the difficulty capturing multiple images of both of rocks and a slope at a same time, rocks and a slope are individually captured, and then, they are merged in the post process. There are two problems to be solved for merging them accurately. One is the significant difference in their spatial resolution
the other is the difference in the appearance caused by perspective projection. We conduct an experiments using multiple images of rocks and slopes captured at actual landslide site.

An Automated Sensing System for Steel Bridge Inspection Using GMR Sensor Array and Magnetic Wheels of Climbing Robot
Rui Wang, Youhei Kawamura
JOURNAL OF SENSORS, 2016, 8121678, 15, HINDAWI LTD, 2016年, ［査読有り］
英語, 研究論文（学術雑誌）, Corrosion is one of the main causes of deterioration of steel bridges. It may cause metal loss and fatigue cracks in the steel components, which would lead to the collapse of steel bridges. This paper presents an automated sensing system to detect corrosion, crack, and other kinds of defects using a GMR (Giant Magnetoresistance) sensor array. Defects will change the relative permeability and electrical conductivity of the material. As a result, magnetic field density generated by ferromagnetic material and the magnetic wheels will be changed. The defects are able to be detected by using GMR sensor array to measure the changes of magnetic flux density. In this study, magnetic wheels are used not only as the adhesion device of the robot, but also as an excitation source to provide the exciting magnetic field for the sensing system. Furthermore, compared to the eddy current method and the MFL (magnetic flux leakage) method, this sensing system suppresses the noise from lift-off value fluctuation by measuring the vertical component of induced magnetic field that is perpendicular to the surface of the specimen in the corrosion inspection. Simulations and experimental results validated the feasibility of the system for the automated defect inspection.

Development of climbing robot for steel bridge inspection
Rui Wang, Youhei Kawamura
INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 43, 4, 429, 447, EMERALD GROUP PUBLISHING LTD, 2016年, ［査読有り］
英語, 研究論文（学術雑誌）, Purpose - The purpose of this paper is to present a design of climbing robot with magnetic wheels which can move on the surface of steel bridge. The locomotion concept is based on adapted lightweight magnetic wheel units with relatively high attractive force and friction force. Design/methodology/approach - The robot has the main advantages of being compact (352 - 215 - 155 mm), lightweight (2.3 kg without battery) and simple mechanical structure. It is not only able to climb vertical walls and follow circumferential paths, but also able to pass complex obstacles such as bolts, steps, convex and concave corners with almost any inclination regarding gravity. By using a servo as a compliant joint, the wheel base can be changed to enable the robot to overcome convex corners. Findings - The experiment results show that the climbing robot has a good performance on locomotion, and it is successful in negotiating the complex obstacles. On the other hand, the limitations in locomotion of the robot are also presented. Originality/value - Compared with the past researches, the robot shows good performance on overcoming complex obstacles such as concave corners, convex corners, bolts and steps on the steel bridge. Magnetic wheel with the characterization of compact size and lightweight is able to provide bigger adhesion force and friction coefficient.

浮き彫り保存のための強化剤で処理した砂岩のアコースティックエミッション　　　　　　　　　　　　　　　
跡見,洋祐, 松井,敏也, 川村 洋平
アンコール遺跡調査報告書2014-2015, 161, 162, 日本国政府アンコール遺跡救済チーム, 2015年12月
日本語, 研究論文（研究会，シンポジウム資料等）

A Multimedia Data Visualization Based on Ad Hoc Communication Networks and Its Application to Disaster Management
Youhei Kawamura, Markus Wagner, Hyongdoo Jang, Hajime Nobuhara, Takeshi Shibuya, Itaru Kitahara, Ashraf M. Dewan, Bert Veenendaal
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 4, 4, 2004, 2018, MDPI AG, 2015年12月, ［査読有り］
英語, 研究論文（学術雑誌）, After massive earthquakes and other large-scale disasters, existing communication infrastructure may become unavailable and, therefore, it can be quite difficult for relief organizations to fully grasp the impact of the disaster on the affected region. Consequently, this will be the cause of delays to offer the strategic assistance, and to provide water and food, etc. In order to solve the problem of re-establishing communication infrastructure to allow for information gathering, we developed an ad hoc mobile communications network for disaster-struck areas using ZigBee. As the communication speed of ZigBee is low, we propose a problem-specific image compression method for the multimedia data visualization. By using the proposed method combined with GPS information, it is possible to quickly grasp the damage situation in the region. Through our communication experiments in Tsukuba City, Japan we confirm the effectiveness of our system as a disaster information gathering and management system.

Development of underground mine monitoring and communication system integrated ZigBee and GIS
Moridi Mohammad Ali, Kawamura Youhei, Sharifzadeh Mostafa, Chanda Emmanuel Knox, Wagner Markus, Jang Hyongdoo, Okawa Hirokazu
INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY, 25, 5, 811, 818, ELSEVIER SCIENCE BV, 2015年09月01日, ［査読有り］
英語, 研究論文（学術雑誌）, An automated underground mine monitoring and communication system based on the integration of new technologies is introduced to promote safety and health, operational management and cost-effectiveness. The proposed system integration considering Wireless Sensor Network (WSN) assisted Geographic Information System (GIS) enables to monitor and control underground mining applications from surface office. Based on the capabilities of WSNs, ZigBee network is adapted for near real-time monitoring, ventilation system control and emergency communication in underground mine. ZigBee nodes were developed to sense environmental attributes such as temperature, humidity and gases concentration; switching ON and OFF ventilation fans; and texting emergency messages. A trigger action plan for monitored attributes above normal and threshold value limits is programmed in the surface GIS management server. It is designed to turn the auxiliary fans on remotely or automatically in orange condition and sending evacuation messages for underground miners in unsafe (red) condition. Multi-users operation and 3D visualisations are other successful achievements of the proposed system for the underground monitoring and communication.

Analysis of Radio Wave Propagation in an Urban Environment and its Application to Initial Disaster Response Support
Youhei Kawamura, Hyongdoo Jang, Markus Wagner, Hajime Nobuhara, Ashraf M. Dewan, Bert Veenendaal, Itaru Kitahara
JOURNAL OF DISASTER RESEARCH, 10, 4, 655, 666, FUJI TECHNOLOGY PRESS LTD, 2015年08月01日, ［査読有り］
英語, 研究論文（学術雑誌）, When disasters strike, it is important to quickly collect and analyze disaster-related information immediately after the event. We have suggested ZigBee and geographic information systems (GIS) technologies to resolve these problems and provide an effective communications system. In this paper, a method for the rapid setup of short-range wireless networks infrastructure, which estimates the radio wave propagation and optimizes the positions of transmitters is proposed. Our estimation method is experimentally verified, and it combines ray-tracing with preliminarily obtained statistical attenuation information, which allows us to consider different types of the land and its elevation. Thus, we can determine the effective ranges for radio communication for each potential location in the actual environment. This information is then used in our optimization procedure to reduce the number of transmitters needed to establish connections.

観光客に起因する振動の調査（第２報）－旧富岡製糸場 東置繭書における事例―　　　　　　　　　　　　　　　
跡見,洋祐, 松井,敏也, 川村,洋平
日本文化財科学第32回大会研究発表要旨集, 96, 97, 日本文化財科学会, 2015年07月
日本語, 研究論文（研究会，シンポジウム資料等）

Removal of arsenious acid from sulfuric acidic solution using ultrasound oxidation and goethite
Hirokazu Okawa, Tomohiro Yoshikawa, Ryota Hosokawa, Shinji Hangui, Youhei Kawamura, Katsuyasu Sugawara
JAPANESE JOURNAL OF APPLIED PHYSICS, 54, 7, IOP PUBLISHING LTD, 2015年07月01日, ［査読有り］
英語, 研究論文（学術雑誌）, We investigated the properties of synthetic goethite for the adsorption of As from strongly acidic solutions in ambient atmosphere under ultrasound irradiation. The goethite was successfully synthesized from iron-containing sulfuric acidic solution (1271 ppm) using an autoclave apparatus for 1h at 0.12MPa and 121 °C. The ratio of the iron eluted from the synthetic goethite to the acidic solution was only 0.58% at pH 2.1. Ultrasound irradiation (200 kHz, 200 W) was applied to oxidize 10 ppm of As(III) to As(V) at pH 2.2 for 60 min under various atmospheric conditions. Remarkably, the oxidation ratio of As(III) to As(V) is quite high (89.7%) at pH 2.2 in ambient atmosphere and is close to those obtained for Ar (95.3%) and O2 (95.9%) atmospheres. The As(III) removal ratio reached 94.5% after 60 min of irradiation. Therefore, goethite is a promising material for As adsorption using ultrasound oxidation in the acidic region in ambient atmosphere.

Decision support system of unplanned dilution and ore-loss in underground stoping operations using a neuro-fuzzy system
Hyongdoo Jang, Erkan Topal, Youhei Kawamura
APPLIED SOFT COMPUTING, 32, 1, 12, ELSEVIER, 2015年07月01日, ［査読有り］
英語, 研究論文（学術雑誌）, Abstract Unplanned dilution and ore-loss are the most critical challenges in underground stoping operations. These problems are the main cause behind a mine closure and directly influencing the productivity of the underground stope mining and the profitability of the entire operation. Despite being aware of the significance of unplanned dilution and ore-loss, prediction of these phenomena is still unexplained as they occur through complex mechanisms and causative factors. Current management practices primarily rely on similar stope reconciliation data and the intuition of expert mining engineers. In this study, an innovative unplanned dilution and ore-loss (uneven break: UB) management system is established using a neuro-fuzzy system. The aim of the proposed decision support system is to overcome the UB phenomenon in underground stope blasting which provides quantitative prediction of unplanned dilution and ore-loss with practical recommendations simultaneously. To achieve the method proposed, an uneven break (UB) prediction system was developed by an artificial neural network (ANN) considering 1076 datasets covering 10 major UB causative factors collected from three underground stoping mines in Western Australia. In succession, the UB consultation system was established via a fuzzy expert system (FES) in reference to surveyed results of fifteen underground-mining experts. The UB prediction and consultation system were combined as one concurrent neuro-fuzzy system that is named the 'uneven break optimiser'. Because the current UB prediction systems in investigated mines were highly unsatisfactory with correlation coefficient (R) of 0.088 and limited to only unplanned dilution, the performance of the proposed UB prediction system (R of 0.719) is a remarkable achievement. The uneven break optimiser can be directly employed to improve underground stoping production, and this tool will be beneficial not only for underground stope planning and design but also for production management.

Unplanned dilution and ore loss prediction in longhole stoping mines via multiple regression and artificial neural network analyses
H. Jang, E. Topal, Y. Kawamura
JOURNAL OF THE SOUTHERN AFRICAN INSTITUTE OF MINING AND METALLURGY, 115, 5, 449, 456, SOUTHERN AFRICAN INST MINING METALLURGY, 2015年05月, ［査読有り］
英語, 研究論文（学術雑誌）, Unplanned dilution and ore loss directly influence not only the productivity of underground stopes, but also the profitability of the entire mining process. Stope dilution is a result of complex interactions between a number of factors, and cannot be predicted prior to mining. In this study, unplanned dilution and ore loss prediction models were established using multiple linear and nonlinear regression analysis (MLRA and MNRA), as well as an artificial neural network (ANN) method based on 1067 datasets with ten causative factors from three underground longhole stoping mines in Western Australia. Models were established for individual mines, as well as a general model that includes all of the mine data-sets. The correlation coefficient (R) was used to evaluate the methods, and the values for MLRA, MNRA, and ANN compared with the general model were 0.419, 0.438, and 0.719, respectively. Considering that the current unplanned dilution and ore loss prediction for the mines investigated yielded an R of 0.088, the ANN model results are noteworthy. The proposed ANN model can be used directly as a practical tool to predict unplanned dilution and ore loss in mines, which will not only enhance productivity, but will also be beneficial for stope planning and design.

Unplanned dilution and ore loss prediction in longhole stoping mines via multiple regression and artificial neural network analyses
H. Jang, E. Topal, Y. Kawamura
Journal of the Southern African Institute of Mining and Metallurgy, 115, 5, 449, 456, SOUTHERN AFRICAN INST MINING METALLURGY, 2015年, ［査読有り］
英語, 研究論文（学術雑誌）, Unplanned dilution and ore loss directly influence not only the productivity of underground stopes, but also the profitability of the entire mining process. Stope dilution is a result of complex interactions between a number of factors, and cannot be predicted prior to mining. In this study, unplanned dilution and ore loss prediction models were established using multiple linear and nonlinear regression analysis (MLRA and MNRA), as well as an artificial neural network (ANN) method based on 1067 datasets with ten causative factors from three underground longhole stoping mines in Western Australia. Models were established for individual mines, as well as a general model that includes all of the mine data-sets. The correlation coefficient (R) was used to evaluate the methods, and the values for MLRA, MNRA, and ANN compared with the general model were 0.419, 0.438, and 0.719, respectively. Considering that the current unplanned dilution and ore loss prediction for the mines investigated yielded an R of 0.088, the ANN model results are noteworthy. The proposed ANN model can be used directly as a practical tool to predict unplanned dilution and ore loss in mines, which will not only enhance productivity, but will also be beneficial for stope planning and design.

振動解析による石造遺跡の予防診断法の開発Ⅱ－凍結融解による破壊分析－　　　　　　　　　　　　　　　
跡見,洋祐, 松井,敏也, 川村,洋平
日本文化財科学会第31回大会研究発表要旨集, 86, 87, 日本文化財化学会, 2014年07月
日本語, 研究論文（研究会，シンポジウム資料等）

An investigation of underground monitoring and communication system based on radio waves attenuation using ZigBee
Mohammad Ali Moridi, Youhei Kawamura, Mostafa Sharifzadeh, Emmanuel Knox Chanda, Hyongdoo Jang
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 43, 362, 369, PERGAMON-ELSEVIER SCIENCE LTD, 2014年07月, ［査読有り］
英語, 研究論文（学術雑誌）, In the challenging environment and changing topology of a mine, reliable and effective communication is a high-stake issue along with the objectives of safe and efficient mining operations. Automation by remote and automatic systems have improved workplace health and safety for employees, cost-effectiveness, management of technical problems, energy saving, real-time response to events. In response to these challenges, wireless sensor networks (WSNs) have been widely employed in underground monitoring and communication systems for the purpose of environmental monitoring, positioning of workers and equipment, operational monitoring and communication system. Considering the capabilities of WSNs, ZigBee network is adapted. In this study, common WSNs are evaluated for application in underground mines and demonstrated why ZigBee network performance is suitable for such environments. ZigBee radio waves attenuation is investigated to evaluate stable communication range between ZigBee nodes at straight and curved tunnels in a real mine scenario. Moreover, experimental measurements of ZigBee radio waves attenuation are validated by simulation results. Based on the analysis of the experimental and simulation results, the effective factors on the radio waves attenuation in the junctions, curvatures and fields near and far from the source are assessed. Finally, stable wireless communication ranges between developed ZigBee nodes in the underground Angas Zinc Mine is concluded 100. m and 70. m for straight and curved tunnels, respectively. The development of ZigBee network application compared to other WSNs in underground mines is also approved. © 2014 Elsevier Ltd.

Using GIS to develop a mobile communications network for disaster-damaged areas
Youhei Kawamura, Ashraf M. Dewan, Bert Veenendaal, Masahiro Hayashi, Takeshi Shibuya, Itaru Kitahara, Hajime Nobuhara, Kento Ishii
International Journal of Digital Earth, 7, 4, 279, 293, TAYLOR & FRANCIS LTD, 2014年04月, ［査読有り］
英語, 研究論文（学術雑誌）, Communications network damage resulting from a large disaster causes difficulties in the ability to rapidly understand the current situation and thus make appropriate decisions towards mitigating problems, such as where to send and dispense emergency supplies. The research outlined in this paper focuses on the rapid construction of a network after a disaster occurs. This study suggests ZigBee and geographic information systems (GIS) technologies to resolve these problems and provide an effective communication system. The experimental results of the ZigBee network system are presented, examples are provided of the mapping and analysis undertaken using GIS for the disaster-stricken area of Tsukuba City, Japan, and the communications node arrangements are determined for this region. These results demonstrate the effectiveness of establishing such a communications system for supporting efforts to relieve disaster-damaged areas. © 2013 © 2013 Taylor & Francis.

直達音と地面反射音を利用する少素子ジオフォンアレイによる土中音源位置測定
川岸,卓司, 善甫,啓一, 水谷,孝一, 若槻,尚斗, 川村,洋平
土木学会論文集F3（土木情報学）, 69, 2, I_130, I_138, Japan Society of Civil Engineers, 2014年03月, ［査読有り］
日本語, 研究論文（学術雑誌）, 本稿は土中で発生する音源の位置測定法に関するものである．提案手法では，直達音だけではなく，地表面からの反射音も利用することで測定精度の向上を図っている．地表面で起こる反射音を利用するために，鉛直方向に一対の素子を配置した杭状のジオフォンを用いている．杭状ジオフォンアレイを2本（素子数：4）用いた評価実験の結果，位置推定精度は直達音のみを使用する従来手法と比べ3.42倍と向上することがわかった．また，ジオフォンアレイの配置や構成する素子のずれが音源位置の推定に与える影響を実規模シミュレーションにより実験し，提案手法の位置推定精度は従来手法に比べ最大で14.6倍に向上できることを確認した．以上より，従来手法に比べ高精度の音源位置測定が可能であることが示された．

Development of underground mine communication and monitoring systems by using ZigBee technology
Y. Kawamura, M. A. Moridi, M. Sharifzadeh, H. Jang
ISRM International Symposium - 8th Asian Rock Mechanics Symposium, ARMS 2014, 1411, 1420, 2014年
研究論文（国際会議プロシーディングス）, Data transfer and communication systems are first priority for further development of geotechnical monitoring. This paper describes a Wireless Sensor Network (WSN) for communication and monitoring systems based on ZigBee technology in underground mines. Wireless sensor networks (WSNs) have been widely employed in industries and the military with multiple applications to monitor environment, track target and telecommunicate data. Recently, WSNs have also been used for communication and monitoring systems in underground mines. In this study, a proposed WSN system of ZigBee network as one of the WSNs is investigated in underground mines regarding communication and monitoring systems to resolve operational challenges such as safety and gathering geotechnical information. Developed ZigBee wireless network system was installed in Paddington Gold Underground Mine (managed by Norton Gold Fields Limited). In this research, the intensity of received signal strength indication (RSSI) between wireless nodes within ZigBee network was investigated. Also, the optimal arrangement of ZigBee wireless nodes on the basis of radio wave attenuation and possibility of stable wireless communications which will be used for gathering some significant geotechnical information such as seismic, deformation and pressure were investigated. The experimental results indicate that a secure and stable ZigBee wireless network can be developed to overcome mentioned operational challenges in underground mining. It is obvious that this proposed system helps further progress in rock mechanics and geotechnical fields.

Illustrating quality of life (QOL)
Ashraf M. Dewan, Kamrun Nahar, Yohei Kawamura
Dhaka Megacity: Geospatial Perspectives on Urbanisation, Environment and Health, 239, 256, 2014年01月01日
論文集(書籍)内論文, The objective of this chapter is to develop a quality of life (QOL) index at community level in the Dhaka City Corporation (DCC) area, which could describe the spatial patterns of QOL. Using remote sensing, census and other spatial data, a factor analysis was carried out to develop the different dimensions of QOL. Three principal factors were extracted from the analysis: environmental, economic and demographic. These three factors were then combined in a Geographic Information Systems (GIS) environment to construct a synthetic QOL for the study area. The results were subsequently validated using regression analysis, which revealed a better prediction of QOL based on environmental and socioeconomic variables. Interestingly, only a small portion of the population (1.4 %) in the study area was shown to have good QOL. As higher urban growth driven by rapid rural-urban migration is expected in Dhaka in the coming years, this study will be of substantial help for urban planners and policymakers in formulating related policies to ensure a better living environment for its inhabitants.

A Magnetic Climbing Robot for Steel Bridge Inspection
Rui Wang, Youhei Kawamura
2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2015-March, March, 3303, 3308, IEEE, 2014年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Corrosion can cause section loss or cracks in the steel members which is one of the most important causes of deterioration of steel bridges. For some critical components of a steel bridge, it is fatal and could even cause the collapse of the whole bridge. Nowadays the most common approach to steel bridge inspection is visual inspection by inspectors with inspection trucks. This paper mainly presents a climbing robot with magnetic wheels which can move on the surface of steel bridge. Experiment results shows that the climbing robot can move on the steel bridge freely without disrupting traffic to reduce the risks to the inspectors.

少数ハイドロフォンアレイを用いる船舶スクリュー軸振れ検出(ポスターセッション)　　　　　　　　　　　　　　　
川岸,卓司, 善甫,啓一, 水谷,孝一, 若槻,尚斗, 海老原,格, 川村,洋平
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 34, 357, 358, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2013年11月
英語, 研究論文（学術雑誌）

地面反射を利用した土中の音源位置推定　　　　　　　　　　　　　　　
川岸,卓司, 善甫,啓一, 水谷,孝一, 若槻,尚斗, 川村,洋平
土木学会, 2013年度土木情報学シンポジウム講演集, 38, 12, 39, 40, 2013年09月
日本語, 研究論文（国際会議プロシーディングス）

A6 オイルサンドからのビチューメン分離回収における超音波利用の検討(口頭発表)
大川 浩一, 斉藤 知直, 菅原 勝康, 川村 洋平, Babadagli Tayfun
ソノケミストリー討論会講演論文集, 22, 11, 12, 日本ソノケミストリー学会, 2013年
日本語, 20% of Canada's oil sand is located on the surface of the ground. These oil sands are taken by means of open-pit mining. Oil sands contain about 10% bitumen. Bitumen is used as fuel energy, and it is necessary to separate bitumen from oil sand at high efficiency. Main industrial processes to separate bitumen from oil sand are treatments using hot water and steam in rotating drums. These treatments consist of two processes. The first is the bitumen separation from oil sand and the second is the bitumen flotation from aqueous solution to the solution surface. In this study, the role of high concentrated H_2O_2 to recover bitumen during sonication was investigated. Furthermore, we investigated the optimal combination of ultrasound and gases to improve the separation efficiency and the yield of bitumen from oil sand in the hot water process.

Front edge location estimation for flexion axis using length meter with accelerometer and gyroscope
Satoki Ogiso, Koichi Mizutani, Naoto Wakatsuki, Youhei Kawamura
2013 IEEE 2nd Global Conference on Consumer Electronics, GCCE 2013, 74, 77, IEEE, 2013年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Front edge location estimation for flexion axis has been demanded in several fields such as civil engineering or construction. Recently, there are several methods to achieve front edge location estimation using gyroscope. However, these methods require such as fiber optic gyroscope to reduce the effect of the drift. Therefore, front edge location estimation using low-cost type of sensors is still demanded. In this paper, the front edge location estimation method for flexion axis using a triaxial gyroscope, accelerometer and a length meter was proposed, to achieve drift-free location estimation by low cost sensors. The performance of the proposed method was evaluated using reduced model. From the experiments, the major cause of the error (the drift of the gyroscope) was found to be reduced to 2/3 to 1/2 compared to the previous method, and the estimation error could be minimized within 4%. © 2013 IEEE.

Investigation of Thermal Conductivity and Heat Characteristics of Oil Sands Using Ultrasound Irradiation for Shortening the Preheating Time
Shingo Kamagata, Youhei Kawamura, Hirokazu Okawa, Koichi Mizutani
JAPANESE JOURNAL OF APPLIED PHYSICS, 51, 7, 07GE03, IOP PUBLISHING LTD, 2012年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Oil sands are attractive as an energy resource. Bitumen, which is found in oil sands, has high viscosity, so that it does not flow. Most oil sands are underground and are developed with a method called steam-assisted gravity drainage (SAGD). Hot steam is injected underground to fluidize bitumen and promote its recovery. However, the preheating time is too long. One way of reducing running costs is by shortening the preheating time. Previous studies have found that bitumen can be extracted from oil sands efficiently by applying ultrasonic irradiation, but SAGD was not applied directly in these cases. Thus, the purpose of this study is to apply ultrasonic irradiation to SAGD, thereby shortening the preheating time of oil sands. As a model experiment for SAGD, heat transfer experiments in a sand layer made with Toyoura sand and silicone oil were conducted and the thermal effect with ultrasound was investigated. © 2012 The Japan Society of Applied Physics.

Influence of Air Humidity and Water Particles on Dust Control Using Ultrasonic Atomization
Hirokazu Okawa, Kentaro Nishi, Dai Shindo, Youhei Kawamura
JAPANESE JOURNAL OF APPLIED PHYSICS, 51, 7, 07GE06, JAPAN SOC APPLIED PHYSICS, 2012年07月, ［査読有り］
英語, 研究論文（学術雑誌）, The influence of air humidity and water particles on dust control was examined using ultrasonic atomization at 2.4 MHz, an acrylic box (61 L), and four types of ore dust samples: green tuff (4 μm), green tuff (6 μm), kaolin, and silica. It was clearly demonstrated that ultrasonic atomization was effective in raising humidity rapidly. However, at high relative air humidity, the water particles remained stable in the box without changing to water vapor. Ultrasonic atomization was applied to suppress dust dispersion and 40-95% dust reduction was achieved at 83% relative air humidity. Dust dispersion was more effective with ultrasonic atomization than without. © 2012 The Japan Society of Applied Physics.

Emergency management withZigBeeand GIS
Youhei Kawamura, Bert Veenendaal, Ashraf M. Dewan, Masahiro Hayashi, Itaru Kitahara, Hajime Nobuhara, Kento Ishii
ISCIIA 2012 - 5th International Symposium on Computational Intelligence and Industrial Applications, 2012年
研究論文（国際会議プロシーディングス）, Communications network damage resulting from a large disaster causes difficulties in the ability to rapidly understand the current situation and thus make appropriate decisions toward mitigating problems. This research focuses on the rapid construction of a network after a disaster occurs. This study suggests ZigBee and GIS technologies to resolve these problems and provide an effective communications system. This paper provides ground design of the emergency management system with ZigBee network and GIS technologies. In this paper, it was demonstrated the effectiveness of establishing such a communications system for supporting efforts to relieve disaster-damaged areas.

Development of digbot for monitoring the underground environment
Masahiro Hayashi, Toshiyuki Miyachi, Youhei Kawamura, Kazutoshi Murakami, Yuichi Kato, Hiroshi Mochiyama
ISCIIA 2012 - 5th International Symposium on Computational Intelligence and Industrial Applications, 2012年
研究論文（国際会議プロシーディングス）, A digging robot named "DigBot" has been developed by our laboratory for monitoring the underground environment and exploring the lunar surface. The purpose of this research is to develop the robot which can dig soil and sand automatically. When we build the building or structure, ground research is indispensable to know that if the ground can hold the building. In addition, conceivable application of DigBot is investigation of geological condition and ground pollution after disaster. Standard penetration test and Swedish weight sounding test are known as the general way of ground research and are frequently used. But these methods have faults. For example, high costs or large scale. In this proceeding, first, concept of DigBot is shown. As a basic research of developing DigBot, Contra-rotating drill is developed and made for trial purpose. And then digging experiment is carried out for verifying effectiveness through the Contra-rotating drill. It was proved that DigBot possess incomparably more power than ever before. This research suggest the way of solving faults by using the robot which can dig underground and research underground information.

Efficient construction ofwireless personal area networks for disaster control
Seiji Yasunobu, Hajime Nobuhara, Yohei Kawamura
ISCIIA 2012 - 5th International Symposium on Computational Intelligence and Industrial Applications, 2012年
研究論文（国際会議プロシーディングス）, Japan and Indonesia are the earthquake occurrence countries where located in the circum-Pacific volcanic zone. Researches on disaster recovery management have been important issues for both countries. Our research proposes a Disaster Recovery Management system based on the proposed low cost short-distance wireless (ZigBee) communication network and mobile phones. If every person in the disaster area is connected to this network, then the information of the position, injured person, died person, and lost person can be identified quickly. The information is processed using our soft computing method to generate a comprehensive recovery and mitigation plan. Then, the government and the rescue team can use this recovery and mitigation plan for disaster management. Also, civilian organizations can develop own rescue projects based on the proposed networks. This can shorten time in the disaster management process therefore the number of victims can be reduced.

2Pa4-13 超音波霧化を利用した湿度調整とその防塵特性(ポスターセッション)　　　　　　　　　　　　　　　
大川, 浩一, 西, 健太郎, 進藤, 大, 川村, 洋平
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 0, 32, 133, 134, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2011年11月
日本語, 研究論文（学術雑誌）

A Method for Estimating the Location of the Drill-Bit During Horizontal Directional Drilling Using a Giant-Magnetostrictive Vibrator
Junpei Tamura, Youhei Kawamura, Hidemi Mochiji, Naoto Sasaki, Koichi Mizutani, Hirokazu Okawa
Japanese Journal of Applied Physics, 50, 07HC15-1, 07HC12-6, 2011年07月, ［査読有り］
英語

A Method for Estimating the Location of the Drill-Bit During Horizontal Directional Drilling Using a Giant-Magnetostrictive Vibrator
Junpei Tamura, Youhei Kawamura, Hidemi Mochiji, Naoto Sasaki, Koichi Mizutani, Hirokazu Okawa
JAPANESE JOURNAL OF APPLIED PHYSICS, 50, 7, IOP PUBLISHING LTD, 2011年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Horizontal directional drilling (HDD) is a commonly used method for laying pipelines that avoids the need to make an open cut. However, the location of the drill-bit underground must be known at all times when using this method. As conventional electromagnetic wave-based methods are known to have several problems, for example buildings in the line of construction, the moisture content of the ground and the presence of steel towers near the construction site. Herein we suggest a new method based on the propagation of elastic waves in the ground. Thus, measurement of the elastic waves generated by a giant-magnetostrictive vibrator by sensors set on the ground allows us to obtain the differences in arrival time of this wave at each sensor by applying a cross-correlation analysis to the waveforms detected. Finally, an approximate three-dimensional (3D) location method based on these differences was designed. © 2011 The Japan Society of Applied Physics.

Recovery of Bitumen from Oil Sand by Sonication in Aqueous Hydrogen Peroxide
Hirokazu Okawa, Tomonao Saito, Ryota Hosokawa, Takashi Nakamura, Youhei Kawamura, Shinobu Koda
JAPANESE JOURNAL OF APPLIED PHYSICS, 50, 7, IOP PUBLISHING LTD, 2011年07月, ［査読有り］
英語, 研究論文（学術雑誌）, The surface of bitumen is hydrophobic; therefore, floatation separation using gas flow into the solution was considered an effective recovery mechanism of bitumen from oil sand. Low (28 kHz) and high (200 kHz) frequency sonication combined with floatation separation at 85°C were investigated to assess the effects of different ultrasound frequencies on the recovery rate and purity of bitumen from oil sand. Hydrogen peroxide was also used as a frothing agent. The role of highly concentrated H O (>100ppm) to recover bitumen during sonication was investigated. Hydrogen peroxide formed a bubble around the bitumen, which made it rise more easily to the solution surface during sonication. The result showed a good recovery rate of bitumen. 28 kHz sonication combined with H O was a more appropriate method than that of 200 kHz to recover bitumen in a short time because of its strong stripping action caused by a strong jet flow. © 2011 The Japan Society of Applied Physics. 2 2 2 2

Sonication enables effective iron leaching from green tuff at low temperature
Takashi Nakamura, Hirokazu Okawa, Youhei Kawamura, Katsuyasu Sugawara
Japanese Journal of Applied Physics, 50, 7 PART 2, JAPAN SOC APPLIED PHYSICS, 2011年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Ultrasound irradiation (28 and 200 kHz) was applied to iron leaching from green tuff into a low temperature solution (20°C) using oxalic acid. Ultrasound irradiation increased the amount of iron leached from the green tuff and was greater than that leached by stirring. It is thought that the jet flow caused by the collapse of cavities during ultrasound irradiation prevents and strips the deposits of iron oxalate from the green tuff particles. The extraction of iron at 28 kHz displayed better performance than that at 200 kHz for three reasons. The first is that the jet flow generated by cavitation bubble collapse at 28 kHz is thought to be stronger than that at 200 kHz. The second is that the crushing action of ultrasound irradiation at 28 kHz is greater than that at 200 kHz. The third is that 200 kHz irradiation generates OH radicals, which prevents the generation of FeH(C O ) and oxidizes FeH(C O ) to Fe(C O ), creating a cover layer on the surface of the stone. Thus, to leach iron from the ore, it is effective to use ultrasound irradiation at 28 kHz, which prevents the creation of radicals and breaks down the grain size. © 2011 The Japan Society of Applied Physics. 2 4 2 4 2 4 + +

Sonication Enables Effective Iron Leaching from Green Tuff at Low Temperature
Takashi Nakamura, Hirokazu Okawa, Youhei Kawamura, Katsuyasu Sugawara
JAPANESE JOURNAL OF APPLIED PHYSICS, 50, 7, 07HE16, 07HE16-4, JAPAN SOC APPLIED PHYSICS, 2011年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Ultrasound irradiation (28 and 200 kHz) was applied to iron leaching from green tuff into a low temperature solution (20 degrees C) using oxalic acid. Ultrasound irradiation increased the amount of iron leached from the green tuff and was greater than that leached by stirring. It is thought that the jet flow caused by the collapse of cavities during ultrasound irradiation prevents and strips the deposits of iron oxalate from the green tuff particles. The extraction of iron at 28 kHz displayed better performance than that at 200 kHz for three reasons. The first is that the jet flow generated by cavitation bubble collapse at 28 kHz is thought to be stronger than that at 200 kHz. The second is that the crushing action of ultrasound irradiation at 28 kHz is greater than that at 200 kHz. The third is that 200 kHz irradiation generates OH radicals, which prevents the generation of FeH(C(2)O(4))(+) and oxidizes FeH(C(2)O(4))(+) to Fe(C(2)O(4)), creating a cover layer on the surface of the stone. Thus, to leach iron from the ore, it is effective to use ultrasound irradiation at 28 kHz, which prevents the creation of radicals and breaks down the grain size. (C) 2011 The Japan Society of Applied Physics

超磁歪振動子を利用した極浅層における地中映像化システムに関する研究
蒲原, 章裕, 川村, 洋平, 鎌形, 真伍, 大川, 浩一
Journal of MMIJ : journal of the Mining and Materials Processing Institute of Japan, 127, 4, 182, 188, 社団法人 資源・素材学会, 2011年03月, ［査読有り］
日本語, 研究論文（学術雑誌）, Recently, Water and gas pipes are developed frequently because of the increased urban population. When the underground piping is constructed, drawings and signs are needed to drill the ground. However, underground pipings and other buried objects are often buried in different locationscompared with drawings. Underground pipings, the rock and the gravel interfere with construction. It is necessary to avoid this situation. To determine the construction of underground pipes, the non-destructive imaging method previously detects the pipe inside the ground. This paper describes a system of ultrashallow underground imaging method using seismic reflection and seismic giant magnetostrictive transducer. We apply a surface wave analysis using a giant magnetostrictive transducer. We improve the accuracy of P wave velocity. For the high-efficiency setup and the underground imaging succeed. This system combines ultrashallow seismic reflection and the ultra-magnetostrictive transducer. It provides the practical system.

ホール素子を用いる高圧粘度計の開発
安藤 寛, 佐々木 久郎, 川村 洋平, 大川 浩一, 菅井 裕一
石油学会 年会・秋季大会講演要旨集, 2011, 103, 103, 公益社団法人 石油学会, 2011年
日本語, 高圧条件下において粘度を計測する手法は、大掛かりで非常にコストを要するものであった。本研究において、このような高圧条件下においても、簡便に粘度を計測できる手法を開発した。磁石の磁場をホール素子で計測することにより、流体中における磁石の落下運動を非接触で計測し、落体法を用いて流体の粘度を決定した。この計測手法を用いることで、圧力容器など高圧条件である容器内においても、機密性を保った流体の粘度計測をすることができる。

Solid-liquid separation by sonochemistry: A new approach for the separation of mineral suspensions
Takashi Nakamura, Hirokazu Okawa, Youhei Kawamura, Katsuyasu Sugawara
ULTRASONICS SONOCHEMISTRY, 18, 1, 85, 91, ELSEVIER SCIENCE BV, 2011年01月, ［査読有り］
英語, 研究論文（学術雑誌）, The effect of sonochemistry to acidify solutions was applied for the solid-liquid separation of three kinds of mineral suspensions. At first, the relationship was measured between zeta-potential and pH in these suspensions to find pH levels correspondent to the isoelectric points. Then sonication (200 kHz or 28 kHz) was applied to adjust pH to the isoelectric points and separated particles from solutions by still-standing and spontaneous precipitation. Compared to the conventional methods using filters and chemical agents, the advantage of this sonochemical separation is two-fold. First, it does not require the maintenance of filters. Second, separated particles are easy to use since they are not mixed with pH adjusters and chemical flocculants. Isoelectric zone (ion strength 0.01, concentration 0.001 wt.%) of green tuff, andesite and titanium dioxide suspensions tested in this study were pH 1.1-3.7, 0.8-3.4, 2.7-5.7, respectively. The sonication of green tuff and andesite suspensions at 200 kHz changed the pH to the isoelectric zone despite the pH buffering effect of eluted alkali earth metals, and successfully precipitated the particles. On the contrary, the sonication of these suspensions at 28 kHz failed to adjust pH to the isoelectric zone, and the particles did not precipitate. In addition, the degradation of particles was observed in the SEM photographs of particles sonicated at 28 kHz, whereas no significant change was detected in particles sonicated at 200 kHz. Thus, it is concluded that the optimal frequency is about 200 kHz because its strong chemical effect can easily adjust the pH while its relatively weak physical effect prevents the degradation of particles. © 2010 Elsevier B.V.

3Pb2-6 模擬地盤を用いた超磁歪振動子によるドリルビットの位置推定手法の検討(ポスターセッション)
田村 潤平, 川村 洋平, 持地 英実, 佐々木 直人, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 32, 32, 477, 478, 特定非営利活動法人 超音波エレクトロニクス協会, 2011年
英語

3Pa4-1 オイルサンド予熱手法への20kHz帯超音波の適用に関する基礎研究(ポスターセッション)
鎌形 真伍, 川村 洋平, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 32, 32, 371, 372, 特定非営利活動法人 超音波エレクトロニクス協会, 2011年
英語

2P-42 超音波照射を用いたオイルサンドからのビチューメンの低温抽出(ポスターセッション)　　　　　　　　　　　　　　　
大川, 浩一, 細川, 亮太, 斉藤, 知直, 中村, 貴司, 川村, 洋平
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 0, 31, 373, 374, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2010年12月, ［査読有り］
日本語, 研究論文（国際会議プロシーディングス）

2P-35 超音波補助によるシュウ酸を用いた緑色凝灰岩からの鉄抽出効率の改善(ポスターセッション)　　　　　　　　　　　　　　　
中村, 貴司, 大川, 浩一, 川村, 洋平, 菅原, 勝康
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 0, 31, 359, 360, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2010年12月, ［査読有り］
日本語, 研究論文（国際会議プロシーディングス）

The sterilization of suspensions contaminated with microorganisms using ultrasound irradiation
T.Nakamura, H.Okawa, R.Hosokawa, T.Saito, Y.Kawamura, and, K.Sugawara, 川村, 洋平
Jpn. J. of Appl. Phys., 49, 07HE11, 応用物理学会, 2010年08月, ［査読有り］
英語, 研究論文（学術雑誌）

The Sterilization of Suspensions Contaminated with Microorganisms Using Ultrasound Irradiation
Takashi Nakamura, Hirokazu Okawa, Ryouta Hosokawa, Tomonao Saito, Youhei Kawamura, Katsuyasu Sugawara
JAPANESE JOURNAL OF APPLIED PHYSICS, 49, 7, 0, 0, IOP PUBLISHING LTD, 2010年07月, ［査読有り］
英語, 研究論文（学術雑誌）, We investigated the influence of suspended particles on the sterilization efficiency of ultrasound wave applied to microbial suspensions. A microbial solution containing 2:0 × 10 cfu/ml of Bacillus bacteria but no suspended particles was sterilized more efficiently by 28 kHz irradiation inducing a strong impact-like physical action compared to 200 kHz irradiation inducing a strong chemical reaction through the generation of radicals and heat. This sterilization effect was enhanced by the suspension of silicon dioxide or green tuff when irradiated at 28 kHz. However, the irradiation of green tuff microbial suspension at 200 kHz resulted in a remarkable decrease in the sterilization efficiency. This reduction was caused by divalent iron in green tuff reacting with radicals generated by 200 kHz irradiation, thus reducing the amount of radicals used for sterilization. Our results suggest that 28 kHz ultrasound irradiation is optimal for the sterilization of microbial suspensions. © 2010 The Japan Society of Applied Physics. 2

Effects of Different Ultrasound Irradiation Frequencies and Water Temperatures on Extraction Rate of Bitumen from Oil Sand
Hirokazu Okawa, Tomonao Saito, Ryota Hosokawa, Takashi Nakamura, Youhei Kawamura, Katsuyasu Sugawara
JAPANESE JOURNAL OF APPLIED PHYSICS, 49, 7, 0, 0, JAPAN SOC APPLIED PHYSICS, 2010年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Low (28 kHz) and high (200 kHz) frequency sonication combined with hot water treatments at 45 and 75 °C were investigated to assess the effects of different ultrasound frequencies and water temperatures on the extraction of bitumen from oil sand. A mechanical stirrer was also used to compare the efficiency of separation. Bitumen extraction tests were performed under argon, air, and nitrogen atmospheres. Sonication at 200 kHz was shown to extract bitumen effectively from oil sand at 75 °C. The bitumen extraction rate for sonication at 200 kHz was slightly higher than that at 28 kHz. For low temperature (45 °C) solutions, only sonication at 28 kHz could extract bitumen from oil sand, demonstrating that sonication at 28 kHz can effectively breakdown the oil sand aggregates into a suspension. © 2010 The Japan Society of Applied Physics.

The Sterilization of Suspensions Contaminated with Microorganisms Using Ultrasound Irradiation
Nakamura, Takashi, Okawa, Hirokazu, Hosokawa, Ryouta, Saito, Tomonao, Kawamura, Youhei, Sugawara, Katsuyasu
Jpn J Appl Phys, 49, 7, 07HE11, 07HE11-4, Published by the Japan Society of Applied Physics through the Institute of Pure and Applied Physics, 2010年07月, ［査読有り］
英語, 研究論文（学術雑誌）, We investigated the influence of suspended particles on the sterilization efficiency of ultrasound wave applied to microbial suspensions. A microbial solution containing $2.0\times 10^{2}$ cfu/ml of Bacillus bacteria but no suspended particles was sterilized more efficiently by 28 kHz irradiation inducing a strong impact-like physical action compared to 200 kHz irradiation inducing a strong chemical reaction through the generation of radicals and heat. This sterilization effect was enhanced by the suspension of silicon dioxide or green tuff when irradiated at 28 kHz. However, the irradiation of green tuff microbial suspension at 200 kHz resulted in a remarkable decrease in the sterilization efficiency. This reduction was caused by divalent iron in green tuff reacting with radicals generated by 200 kHz irradiation, thus reducing the amount of radicals used for sterilization. Our results suggest that 28 kHz ultrasound irradiation is optimal for the sterilization of microbial suspensions.

Effects of different ultrasound irradiation frequencies and water temperatures on extraction rate of bitumen from oil sand
Hirokazu Okawa, Tomonao Saito, Ryota Hosokawa, Takashi Nakamura, Youhei Kawamura, Katsuyasu Sugawara
Japanese Journal of Applied Physics, 49, 7, 07HE12, 応用物理学会, 2010年07月, ［査読有り］
英語, 研究論文（学術雑誌）, Low (28 kHz) and high (200 kHz) frequency sonication combined with hot water treatments at 45 and 75 °C were investigated to assess the effects of different ultrasound frequencies and water temperatures on the extraction of bitumen from oil sand. A mechanical stirrer was also used to compare the efficiency of separation. Bitumen extraction tests were performed under argon, air, and nitrogen atmospheres. Sonication at 200 kHz was shown to extract bitumen effectively from oil sand at 75 °C. The bitumen extraction rate for sonication at 200 kHz was slightly higher than that at 28 kHz. For low temperature (45 °C) solutions, only sonication at 28 kHz could extract bitumen from oil sand, demonstrating that sonication at 28 kHz can effectively breakdown the oil sand aggregates into a suspension. © 2010 The Japan Society of Applied Physics.

20712 磁気車輪を用いた鉄橋非破壊検査装置のための移動機構の開発(一般講演 ロボット)　　　　　　　　　　　　　　　
土方, 大輔, 川村, 洋平, 宇都木, 隆裕
日本機械学会関東支部総会講演会講演論文集, 2010, 16, 231, 232, 一般社団法人日本機械学会, 2010年03月
日本語, 研究論文（学術雑誌）, We develop a mobile mechanism that can move on the surface of the iron bridge for a non-destructive testing device. This mechanism has four-wheel drive and moves by means of magnetic wheels. It acquires adhesion force efficiently by using the principle of the magnetic circuit. This mechanism achieved vertical plane running. Next, we analyze mechanics when the machine approaches a step. It turns out that getting over steps and climbing a vertical plane become possible by selecting the appropriate parameter. It was confirmed by the experiment.

P13 超音波を用いたトリクロロエチレン汚染懸濁液の浄化(ポスター発表)
大川 浩一, 中村 貴司, 川村 洋平, 菅原 勝康
ソノケミストリー討論会講演論文集, 19, 45, 46, 日本ソノケミストリー学会, 2010年
日本語, In this paper, we demonstrate in a treatment method for suspension contaminated with trichloroethylene (TCE). The objectives of the present work are to study the purifying the suspension contaminated with TCE and the precipitating the fine particles in the suspension using ultrasound irradiation. Suspension and solution were prepared by ion-change water, TCE and green tuff. TCE solution (500ppm) was completely decomposed for 2h sonication in argon atmosphere. And TCE in suspension (500ppm) was also confirmed the completely decomposition at same condition. Compared the decomposition rate of TCE in solution and suspension, the value were almost same. Isoelectric zone of green tuff suspension was 1.4-3.8 in pH. Degradation of TCE generated which was able to be acidified the solution and the suspension to the pH level of the isoelectric zone. TCE purifying and solid-liquid separation of the suspension using ultrasound irradiation was feasible.

1Pa-12 超磁歪振動子を用いたHDD工法におけるドリルビット三次元位置推定(ポスターセッション)
川村 洋平, 田村 潤平, 持地 英実, 水谷 孝一, 大川 浩一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 31, 31, 39, 40, 特定非営利活動法人 超音波エレクトロニクス協会, 2010年, ［査読有り］
英語

Performance evaluation of Contra-Rotating drill for DIGBOT
Ryouhei Abe, Youhei Kawamura, Kazushi Kamijima, Kazutosi Murakami
Proceedings of the SICE Annual Conference, 885, 888, SICE, 2010年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, In this research, we suggest and develop a small digging robot. This robot is named DigBot. Conceivable application of DigBot is geotechnical investigation and moon exploration. Basic concept of DigBot is proposed and prototype is manufactured using new drilling method'Contra-Rotating drill'. © 2010 SICE.

Development of the landslide observation system using ZigBee
Yuya Nakahata, Youhei Kawamura
Proceedings of the SICE Annual Conference, 1191, 1194, SICE, 2010年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Landslides are concern in many parts of Japan, and these measures are currently not sufficient.It is necessary to observe the outbreak of the landslide, and the development of the automatic observation system of the landslide is demanded. Therefore, in this research, we suggest and develop an automatic observation system of the landslide using ZigBee. Then, it was confirmed that whether created system using ZigBee can use for observation landslides. © 2010 SICE.

Viscosity Measurement Method using Induced EMF at Coil in PVT Apparatus　　　　　　　　　　　　　　　
H.ANDO, Y.KAWAMURA, H.OKAWA, Y.SUGAI, and, K.SASAKI, 川村, 洋平
International Symposium on Earth Science and Technology 2009, 443-446, 2009年12月, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

A Fundamental Study of the Surface-Wave Method: The Use of a Giant-Magnetostriction Vibrator as Seismic Source　　　　　　　　　　　　　　　
A.KAMOHARA, Y.KAWAMURA, Y.NAKAHATA, H.OKAWA, and, K.MIZUTANI, 川村, 洋平
International Symposium on Earth Science and Technology 2009, 437-442, 2009年12月, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

2P4-17 超音波照射を用いた微生物汚染土壌の浄化処理(ポスターセッション)　　　　　　　　　　　　　　　
中村, 貴司, 大川, 浩一, 川村, 洋平, 菅原, 勝康
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演予稿集, 0, 30, 317, 318, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2009年11月, ［査読有り］
日本語, 研究論文（国際会議プロシーディングス）

1P4-33 超音波照射を用いたオイルサンドからのビチューメン抽出に関する研究(ポスターセッション)　　　　　　　　　　　　　　　
大川, 浩一, 細川, 亮太, 斉藤, 知直, 中村, 貴司, 川村, 洋平
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演予稿集, 0, 30, 151, 152, 超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 2009年11月, ［査読有り］
日本語, 研究論文（国際会議プロシーディングス）

超音波を利用した比内緑色凝灰岩懸濁液の沈殿処理に関する研究
中村, 貴司, 大川, 浩一, 川村, 洋平, 高畑, 重幸, 中, 秀男, 菅原, 勝康
環境資源工学 : 資源処理技術 / 環境資源工学会 [編], 56, 1, 13, 20, 環境資源工学会, 2009年04月, ［査読有り］
日本語, 研究論文（学術雑誌）, Hinai green tuff is quarried in Odate-shi, Akita prefecture in Japan and used for architectural materials. Hinai green tuff suspension is generated from the cutting and the grinding process and it is necessary to treat the solution with precipitants. A chemical flocculant has been used as a precipitation agent for fine particles in the suspension. However, using a chemical flocculant agent produces a wasteful mixture of particles and flocculants, which are impossible to be used as a resource. Therefore, it is necessary to develop a new precipitation method without using precipitants for green tuff particles. In this study, the zeta potential of Hinai green tuff particles in suspension was measured to gain the basic electrochemical properties of the colloidal suspension. We then developed a new precipitation method using sonochemical reaction at 200 kHz, 200 W. From results of the zeta potential measurement using an electrophoresis method, the particles exhibited −50 mV at pH 7.0 and 0 mV at below pH 4.0. Sonochemical reaction was applied to control the pH of the suspension to precipitate the Hinai green tuff particulate. When ultrasonic irradiation was applied to the Hinai green

P21 超音波を用いた有機塩素化合物汚染懸濁液の浄化
中村 貴司, 大川 浩一, 川村 洋平, 菅原 勝康
ソノケミストリー討論会講演論文集, 18, 69, 70, 日本ソノケミストリー学会, 2009年
日本語, We present a method to treat suspension contaminated with trichloroethylene (TCE). We aimed to remove TCE and precipitate the fine particles in the suspension using ultrasound irradiation. The solution was prepared from ion-change water and TCE. The suspension was prepared from the solution and green tuff. TCE solution (500ppm) was completely decomposed by 2h sonication in argon atmosphere. And the complete decomposition of TCE in suspension (500ppm) was also confirmed at the same condition. The decomposition rate of TCE in solution and suspension were almost same. Isoelectric zone of green tuff suspension was 1.4-3.8 in pH. The degradation of TCE acidified the solution and brought the pH level of the suspension to the isoelectric zone. Thus, it is feasible to remove TCE and precipitate fine particles in the suspension using ultrasound irradiation.

1P2-34 超磁歪振動子を震源に用いた表面波探査の有効性の検証(ポスターセッション)
蒲原 章裕, 川村 洋平, 中畑 裕也, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 30, 30, 83, 84, 特定非営利活動法人 超音波エレクトロニクス協会, 2009年, ［査読有り］
英語

地中配管検知を目的とした楕円軌道輝度値法による極浅層映像化
川村 洋平, 河 宜成, 蒲原 章裕, 大川 浩一
Journal of MMIJ : journal of the Mining and Materials Processing Institute of Japan, 124, 12, 801, 807, 資源・素材学会, 2008年12月25日, ［査読有り］
日本語, When underground piping for a water or gas supply is buried, the construction site should be checked in advance, referring to the plan or sign. However, some obstacles, such as unknown pipes or stones, can be encountered. To avoid these cases, an examination of the underground condition is required. The purpose of this study is to detect underground objects that exist in the ultra-shallow layer, where 2-3 m below the surface, and to obtain underground image which is easy to see intuitively. For detection, seismic method is applied. However, this method has two downsides. One is a generally used seismic source not having reproducibility. The other is mixing Rayleigh wave which is one of the surface waves and reflected waves. To compensate these downsides, giant-magnetostriction vibrator was used as a seismic source, and magnified cross-correlation analysis was proposed. Underground image was obtained using combinations of them. In this paper, as the method of underground imaging, new algorithm of elliptic orbit brightness value it was developed by the authors was used.

Accuracy Improvement of Cepstrum Analysis Using Giant-magnetostriction Vibrator Applied to Non-destructive Testing for Crack of Rock Slope　　　　　　　　　　　　　　　
M.Asaka, Y.Kawamura, H.Okawa, K.Mizutani, 川村, 洋平
Proceedings of the 17th Int. Symposium on Mine Planning and Equipment Selection, 744-754, 2008年10月, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

超磁歪振動子を用いたコンクリート構造物・岩盤斜面に対する非破壊検査におけるケプストラム解析の適用性
川村 洋平, 浅香 充慶, 河 宜成, 大川 浩一, 水谷 孝一
Journal of MMIJ : journal of the Mining and Materials Processing Institute of Japan, 124, 6, 452, 458, 一般社団法人 資源・素材学会, 2008年07月25日, ［査読有り］
日本語, Buildings are often damaged by earthquake and land sinkage. Moreover, in Japan, concrete constructions built during the period of high economic growth are getting old. On the other hand, due to weather and geographical features, the collapse of rock slope occurs in many places. So, authors have been conducting a study of the safety assessment of concrete constructions and rock slope using reflection wave method. In this study, the giant-magnetostriction vibrator was used as a transducer to input the ultrasonic wave into a concrete block. Giant-magnetostriction vibrators have much greater input power than piezo-electric ceramics. So, the safety assessment of large scale objects that do not respond with piezo-electric ceramics is possible. These researches are generally called "Non-destructive testing" and herculean task due to the influence of direct wave, because the output wave contains a wave with direct wave and reflection wave together. In this study, as the method to detect the reflection wave, cepstrum analysis was adopted, and arrival times of reflection waves from the bottom of concrete block are shown. The result of cepstrum analysis is greatly influenced by the noise. To improve the result of analysis, the window function which is used in the process of cepustrum analysis was focused, and reduced the influence of direct wave using input voltage waveform. Moreover, the addition of the results of cepstrum analyses in different frequency was applied and the result was greatly improved. The result of this research shows that the cepstrum analysis with giant-magnetostriction vibrator for non-destructive testing is available.

Underground Imaging Method Using Magnified Cross-Correlation Analysis
Euiseong Ha, Youhei Kawamura, Koichi Mizutani, Akihiro Kamohara, Hirokazu Okawa
JAPANESE JOURNAL OF APPLIED PHYSICS, 47, 5, 3946, 3951, IOP PUBLISHING LTD, 2008年05月23日, ［査読有り］
英語, 研究論文（学術雑誌）, When underground piping for a water supply or gas supply is buried, some obstacles such as unknown pipes or stones can be encountered. To avoid such situations, an examination of the underground condition from the ground surface is needed. For such an examination, the ultrashallow reflection method is used. We use a giant-magnetostriction vibrator as a seismic source and a magnified cross-correlation analysis as an analysis method. This analysis is performed to obtain the arrival time of waves reflected from underground objects. In this study, an underground imaging method is proposed using the magnified cross-correlation analysis and a simulation is conducted. Then the experiment of detecting a buried concrete block is conducted. Finally, the imaging method is applied to the experimental result, and then the underground image is obtained. With this imaging method, the position of the buried concrete block can be estimated. © 2008 The Japan Society of Applied Physics.

Synthesis of FePO4 cathode material for lithium ion batteries by a sonochemical method
Hirokazu Okawa, Junpei Yabuki, Youhei Kawamura, Ichiro Arise, Mineo Sato
MATERIALS RESEARCH BULLETIN, 43, 5, 1203, 1208, PERGAMON-ELSEVIER SCIENCE LTD, 2008年05月06日, ［査読有り］
英語, 研究論文（学術雑誌）, Hydrated amorphous FePO was synthesized by a sonochemical reaction method, in which a solution of (NH ) HPO and FeSO ·7H O was irradiated by an ultrasonic wave. From this material, two kinds of cathode materials were easily prepared: (1) an amorphous sample prepared by heating at 350 °C and (2) a crystalline sample prepared by heating at 700 °C. Both samples consisted of homogeneous sub-micron particles. The amorphous sample of FePO exhibited high discharge capacities with more than 100 mAh g in the range of 3.9-2.0 V versus Li/Li at a current rate of 0.2 C. The sonochemical synthesis proposed herein has the following advantages: no use of oxidation agents for production of trivalent iron ions, reduction in reaction time, control of particle size, and enlargement in surface area for the preparation of the cathode material. © 2007 Elsevier Ltd. All rights reserved. 4 4 2 4 4 2 4 -1 +

Underground Imaging Method Using Magnified Cross-Correlation Analysis
Ha, Euiseong, Kawamura, Youhei, Mizutani, Koichi, Kamohara, Akihiro, Okawa, Hirokazu
JAPANESE JOURNAL OF APPLIED PHYSICS, 47, 5:Part 2, 3946, 3951, JAPAN SOCIETY APPLIED PHYSICS, 2008年05月, ［査読有り］
英語, 研究論文（学術雑誌）

A13 超音波を利用した比内緑色凝灰岩懸濁液の沈殿処理に関する研究(口頭発表)
中村 貴司, 大川 浩一, 川村 洋平, 菅原 勝康
ソノケミストリー討論会講演論文集, 17, 36, 37, 日本ソノケミストリー学会, 2008年
日本語, Hinai green tuff is quarried in Odate-shi, Akita prefecture in Japan and used for architectural materials. Hinai green tuff suspension is generated from the grinding process and it is necessary to treat the solution with precipitants. A chemical flocculant has been used as a precipitation agent for fine particles in the suspension. However, using a chemical flocculant agent produces a wasteful mixture of particles and flocculants, which are impossible to be used as a resource. Therefore, it is necessary to develop a new precipitation method without using precipitants for green tuff particles. In this study, the zeta potential of Hinai green tuff particles in suspension was measured to gain the basic electrochemical properties of the suspension. We then developed a new precipitation method using sonochemical reaction at 200kHz, 200W. From results of the zeta potential measurement using an electrophoresis method, the particles exhibited 0mV at below pH 4.5. Sonochemical reaction was applied to control the pH of the suspension to precipitate the Hinai green tuff particulate. When ultrasonic irradiation was applied to the Hinai green tuff suspension, the pH decreased to 4.5 in 70 min and finally reached 3.4 in 180 min. We successfully extracted pure Hinai green tuff particles as precipitates from the suspension using ultrasound irradiation.

P07 リチウムイオン二次電池用正極材料LiFePO_4の超音波合成(第I部,ポスター発表)
工藤 陽太, 大川 浩一, 川村 洋平, 菅原 勝康, 佐藤 峰夫
ソノケミストリー討論会講演論文集, 17, 54, 55, 日本ソノケミストリー学会, 2008年
日本語, Lithium iron phosphate has attracted attention as a promising cathode material for lithium ion battery, because of its less expensive, abundance. However, the battery capability of this material is at present limited by its low electronic conductivity and low lithium diffusion rate. In order to improve the poor diffusion of lithium ions and the low electronic conductivity, mainly two possible approaches have been studied. One is to increase the surface area of active materials which can reduce the ion-diffusion pathway, and the other is to deposit conductive carbon layers on the surface to improve electronic conductivity. Since the surface area is dependent on the particle size of LiFePO_4, the synthetic method is very important to control the particle size. In this study, Olivine-type LiFePO_4 was prepared via a sonochemical reaction to gain the fine particles. LiOH・H_2O, (NH_4)_2HPO_4 and FeSO_4・7H_2O were used as the starting materials. An Alcohol was added to the solution of the raw materials. When ultrasonic irradiation upon an alcohol, it is so effective for prohibition of conversion from Fe^<2+> to Fe^<3+> in the solution without reducing agent. The precipitate prepared from the solution gave fine particles of LiFePO_4 after calcination. The LiFePO_4 powders obtained was of homogeneity and globular structure with sub-micron particle sizes.

筑波大学 川村研究室 : Geo-Sensing
川村 洋平
計測と制御 = Journal of the Society of Instrument and Control Engineers, 46, 10, 815, 816, 2007年10月10日, ［査読有り］
日本語

Study on Correspondence between Output Voltage of Cable Sensor for Vibration Detection and Velocity　　　　　　　　　　　　　　　
Y.Kudo, Y.Kawamura, K.Oumura, H.Okawa, and, K.Mizutani, 川村, 洋平
Proceedings of the 16th Int. Symposium on Mine Planning and Equipment Selection, 524-531, 2007年09月, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

Detection of underground concrete block using giant-magnetostriction vibrator applying magnified cross-correlation analysis
Eui Seong Ha, Youhei Kawamura, Koichi Mizutani, Hirokazu Okawa, Michinori Asaka
JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS BRIEF COMMUNICATIONS & REVIEW PAPERS, 46, 7B, 4500, 4503, INST PURE APPLIED PHYSICS, 2007年07月26日, ［査読有り］
英語, 研究論文（学術雑誌）, When underground piping for a water supply or gas supply is buried, some obstacles such as unknown pipes or stones can be encountered. To avoid such situations, an examination of the underground condition from the ground surface is needed. For such an examination, the ultra-shallow reflection method is used. We use a giant-magnetostriction vibrator as the seismic source. In this study, first, the P-wave directivity of the giant-magnetostriction vibrator is clarified. Second, the experiment of detecting a buried concrete block is conducted. In this experiment, the cross-correlation analysis is applied. However, the arrival time of the wave reflected from the concrete block is not confirmed. On the basis of the P-wave directivity of the giantmagnetostriction vibrator, the causes are assumed. To obtain good results, the magnified cross-correlation analysis is proposed. By this analysis, the depth at which the concrete block is buried can be estimated with high accuracy. © 2007 The Japan Society of Applied Physics.

Detection of underground concrete block using giant-magnetostriction vibrator applying magnified cross-correlation analysis
Eui Seong Ha, Youhei Kawamura, Koichi Mizutani, Hirokazu Okawa, Michinori Asaka
Japanese Journal of Applied Physics, Part 1: Regular Papers and Short Notes and Review Papers, 46, 7 B, 4500, 4503, 2007年07月26日, ［査読有り］
英語, 研究論文（学術雑誌）, When underground piping for a water supply or gas supply is buried, some obstacles such as unknown pipes or stones can be encountered. To avoid such situations, an examination of the underground condition from the ground surface is needed. For such an examination, the ultra-shallow reflection method is used. We use a giant-magnetostriction vibrator as the seismic source. In this study, first, the P-wave directivity of the giant-magnetostriction vibrator is clarified. Second, the experiment of detecting a buried concrete block is conducted. In this experiment, the cross-correlation analysis is applied. However, the arrival time of the wave reflected from the concrete block is not confirmed. On the basis of the P-wave directivity of the giantmagnetostriction vibrator, the causes are assumed. To obtain good results, the magnified cross-correlation analysis is proposed. By this analysis, the depth at which the concrete block is buried can be estimated with high accuracy. © 2007 The Japan Society of Applied Physics.

The detection of a misfiring cylinder of diesel engines in excavation machinery using ALM analysis
Y. Kawamura, M. Nagayama, M. Ujihira
International Journal of Mining, Reclamation and Environment, 21, 2, 97, 110, 2007年06月, ［査読有り］
英語, 研究論文（学術雑誌）, Mechanical problems, common in large mining equipment, result in serious losses in operations efficiency and financial return. In this study, a minimum number of sensors was applied on the side of two cylinders of a diesel engine in order to build an abnormality diagnostic system that detects anomalous engine behaviour at an early stage. The study investigates whether or not the misfiring of an engine cylinder can be detected through analysis of acceleration results using an aggregative learning method (ALM). The results show that, using ALM, distinctive differences could be observed in almost every cylinder except those farthest from the accelerometer.

土石流の巨礫の挙動に関する個別要素法シミュレーション
川村 洋平, 杉山 文乃, 倉岡 千郎
春季大会講演集. I, 資源編, 19, 1, 35, 36, 2007年03月29日
日本語

ジャイロ・加速度センサを用いた落石軌跡計測に関する基礎研究
川村 洋平, 山近 哲志, 細川 雄悟
春季大会講演集. I, 資源編, 19, 1, 33, 34, 2007年03月29日
日本語

超磁歪振動子を用いたコンクリート構造物損傷検査におけるケプストラム解析の適用性
川村 洋平, 浅香 充慶, 河 宜成, 伊藤 優, 水谷 孝一
春季大会講演集. I, 資源編, 19, 1, 17, 18, 2007年03月29日
日本語

超磁歪振動子とデコンボリューションフィルタを用いた地中埋設コンクリートブロック検知
川村 洋平, 河 宜成, 大川 浩一, 浅香 充慶, 水谷 孝一
春季大会講演集. I, 資源編, 19, 1, 15, 16, 2007年03月29日
日本語

振動検出用ケーブルセンサの出力と物理量との対応関係
工藤 優樹, 川村 洋平, 大村 健, 水谷 孝一, 名和 豊春
春季大会講演集. I, 資源編, 19, 1, 13, 14, 2007年03月29日
日本語

超音波による新手法を用いた鉱山ヘルメットライト用電池の開発　　　　　　　　　　　　　　　
中里, 槙吾, 川村, 洋平, 大川, 浩一
春季大会講演集. I, 資源編, 19, 1, 11, 12, 2007年03月
日本語, 研究論文（学術雑誌）

A1 超音波反応場を利用したリチウムイオン電池用鉄系正極材料の設計
大川 浩一, 中村 貴司, 中里 慎吾, 川村 洋平, 佐藤 峰夫
ソノケミストリー討論会講演論文集, 16, 1, 2, 日本ソノケミストリー学会, 2007年
日本語, The Olivine-type LiFePO_4 was prepared by sonochemical method starting from LiOH・H_2O, (NH_4)_2HPO_4 and FeSO_4・7H_2O. Ultrasonic irradiation upon the solution of raw materials was able to synthesize fine particles of LiFePO_4 and prohibit the conversion of Fe^<2+> to Fe^<3+> in the solution without using a reducing agent. The prepared LiFePO_4 was characterized by XRD and SEM. The shape of the sample was a globular structure and the particle size of that was homogeneous and under sub-micron. The temperature of the solution is an important factor to synthesis LiFePO_4 by the sonochemical reaction. Discharge behavior of LiFePO_4 synthesized sonochemical reaction at 60℃ of the solution temperature exhibited 113mAhg^<-1> in the range of 4.0-3.0V vs. Li/Li^+ at a current rate of 0.2C. The ultrasonic effects on the precipitation of the LiFePO_4 precursor in the solution are very complicated, but one of them may helps nucleation of the LiFePO_4 precursor as a consequence of the collision among solute raw materials.

3-03P-16 S波反射法における表面波の最大減衰点を利用した極浅層地震探査(ポスターセッション 3)
蒲原 章裕, 川村 洋平, 河 宜成, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 28, 28, 389, 390, 特定非営利活動法人 超音波エレクトロニクス協会, 2007年
英語

3-03P-15 相互相関重合法を用いた地中映像化手法の提案(ポスターセッション 3)
河 宜成, 川村 洋平, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 28, 28, 387, 388, 特定非営利活動法人 超音波エレクトロニクス協会, 2007年
英語

3-02P-12 超磁歪振動子を用いた岩盤斜面における亀裂分布推定のための基礎研究(ポスターセッション 3)
中里 慎吾, 川村 洋平, 浅香 充慶, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 28, 28, 381, 382, 特定非営利活動法人 超音波エレクトロニクス協会, 2007年
英語

2-02P-10 超磁歪振動子を用いた非破壊検査におけるケプストラム解析の適用性(ポスターセッション 2)
浅香 充慶, 川村 洋平, 中里 慎吾, 大川 浩一, 水谷 孝一
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 28, 28, 213, 214, 特定非営利活動法人 超音波エレクトロニクス協会, 2007年
英語

超磁歪振動子のP波指向性に基づいた極浅層反射法による埋設物検知手法の提案
河 宜成, 川村 洋平, 水谷 孝一, 大川 浩一, 浅香 充慶
物理探査学会学術講演会講演論文集 = Proceeding of the SEGJ Conference, 115, 0, 261, 264, 2006年10月30日
日本語

落石に作用する衝撃加速度と反発係数の関係
山近 哲志, 川村 洋平, 氏平 増之, 青島 伸治
春季大会講演集. I, 資源編, 18, 1, 131, 132, 2006年03月27日
日本語

ローテータ方式砕石杭工法を用いた地盤締固め効果の表面波探査による検証
伊藤 健, 川村 洋平, 鈴木 康雄, 山本 欣右
春季大会講演集. I, 資源編, 18, 1, 125, 126, 2006年03月27日
日本語

複素ケプストラムを用いた転石の根入れ深さおよび損傷探査
伊藤 優, 川村 洋平, 鶴島 守, 水谷 孝一, 倉岡 千郎, 青島 伸治, 氏平 増之
春季大会講演集. I, 資源編, 18, 1, 123, 124, 2006年03月27日
日本語

多気筒ディーゼルエンジン失火気筒判定における回転数の推定
永山 誠, 川村 洋平, 久保 和良, 氏平 増之
春季大会講演集. I, 資源編, 18, 1, 45, 46, 2006年03月27日
日本語

A6 ソノケミストリーを用いたリチウムイオン二次電池用鉄系正極材料の合成
大川 浩一, 中里 槙吾, 矢吹 順平, 川村 洋平, 有瀬 一郎, 上松 和義, 佐藤 峰夫
ソノケミストリー討論会講演論文集, 15, 13, 14, 日本ソノケミストリー学会, 2006年
日本語, At present, lithium cobalt oxides and lithium nickel oxides are mainly used as cathodes of lithium ion batteries. This is because these materials show very high battery performance. However, they are not suitable for large-scaled batteries such as hybrid vehicles, because they are expensive and poor in resources. We then focused on iron because it is cheaper and more abundant. Iron Phosphate (FeO_4) is one of the most interesting materials in Iron based materials so far because it shows a high discharge voltage of 3.5 volts. The theoretical capacity is 170mAh/g, which is sufficient enough compared to present materials being used as lithium ion batteries. The remarkable feature of FePO_4 is that it can be synthesized in air. Its treatment is very easy but the cycle performance shows poor. In this study, we have tried to obtain good cycle performance and improve discharge capacity of FePO_4 utilizing the sonochemical method. The sonochemical reaction was conducted under the irradiation of ultrasound power 200W and frequency 200kHz for 3hours. The crystalline phase was identified by powder X-ray diffraction. The cathode for the electrochemical characterization was made by mixing powders of the sample, acetylene black and PTFE in 70:25:5 weight ratio under Argon atmosphere. The cathode properties were measured in a galvanic cell with a nonaqueous electrolyte, a polypropylene separator and a Li metal anode. Charge/Discharge performances were evaluated at a current rate of 2C in the voltage range between 2 to 3.9 volts. The first discharge profile obtained for the sample heated at 700℃ is improved about 10% compared with a previous report's one. We could also obtain LiFePO_4 by the sonochemical method.

P18 リチウムイオン二次電池用鉄系正極材料Fe_3PO_7の超音波照射合成(ポスターセッション)
中里 槙吾, 大川 浩一, 川村 洋平, 上松 和義, 佐藤 峰夫
ソノケミストリー討論会講演論文集, 15, 81, 82, 日本ソノケミストリー学会, 2006年
日本語, Iron is expected as a positive electrode material because of its large Clarke number. In this reason, we have been interesting in iron based materials and been studying. In this time we focused on Fe_3PO_7. The theoretical capacity as cathode is 777mAh/g. Its large capacity is very attractive to compare to present materials being used as lithium ion batteries (LiCoO_2: 274mAh/g, LiMn_2O_4: 148mAh/g). The literature shows that Fe_3PO_7 was prepared by the two-step solid-state reaction. At first stoichiometric amounts of Fe_2O_3 and (NH_4)_2HPO_4 powders are mixed and heated 950 degrees Celsius for 12hour to synthesize FePO_4. Fe_2O_3 and FePO_4 are mixed and preheated 950 degrees Celsius for 12hour and finally heated at 1050 degrees Celsius and finally Fe_3PO_7 is prepared. Fe_3PO_7 requires a lot of time and high sintered temperature. To improve these problems, we have been studying about an easily synthesis method of Fe_3PO_7. In this study, we used the sonochemical method and try to obtain Fe_3PO_7 by one step reaction.

Verification of an effect of soil densification applying gravel drain system using surface-wave method and DEM simulation
Youhei Kawamura, Ken Ito, Kinsuke Yamamoto, Tatsuo Sakakibara
13th International Congress on Sound and Vibration 2006, ICSV 2006, 6, 4915, 4922, 2006年
研究論文（国際会議プロシーディングス）, In this research, the validity of soil densification applying gravel drain system was inspected, by practicing a small-scale experiment and a distinct element method simulation. Soil densification applying gravel drain system that was developed by MARUJUN Corporation is one of the effective ways of preventing liquefaction. Because of the peculiarity of the motor, it is possible to hold down the cost, scale and the term of construction compared to conventional methods. Effect of compaction can be expected too, from applying pressure when injecting aggregate from the top. The effect of compaction was verified using surface-wave method. Surface-wave method has been applied to both engineering and earth science problems to image the S-wave velocity of the earth. Surface-wave method can estimate S-wave velocity models that are extremely valuable in geotechnical work. Therefore, surface-wave method has been increasingly used in various civil engineering and environmental investigations. To decide a diameter of auger, distinct clement method (DEM) Simulation was performed. DEM is suitable for the simulation of deformation behavior of a discontinuous model. It assumes that an analysis object is a set of small elements. By solving the equations of motion for each element, behavior of the analysis object is observed. Copyright© (2006) by the International Institute of Acoustics & Vibration.

Consideration about effectiveness on magnified cross-correlation analysis in frequency domain by detection of underground piping
Eui Seong Ha, Youhei Kawamura, Koichi Mizutani
13th International Congress on Sound and Vibration 2006, ICSV 2006, 6, 4722, 4729, 2006年
研究論文（国際会議プロシーディングス）, The purpose of this research is to detect underground piping, which are buried under 60 cm to 124 cm from surface using seismic method. Seismic method is generally used to inquire underground condition by receiving the reflection waves. Generally as a seismic source a hammer or gunpowder is used. However they are not capable of generating an arbitrary seismic wave. In this research, as a seismic source giant-magnetostriction vibrator was used. This vibrator can generate an arbitrary elastic wave in various frequency domains. As a conventional method, cross-correlation analysis is applied to distinguish reflection waves and other waves. However it is not sufficient to obtain desirable result. Therefore as a new analysis Magnified Cross-Correlation Analysis in Frequency Domain was proposed. To consider effectiveness of this analysis, the experiments of detecting underground concrete blocks and piping were conducted using that analysis. Concrete blocks and piping are buried underground the depth of 60cm to 124cm from the surface. As a result, the depth of underground piping and concrete blocks were estimated in high precision, and the effectiveness of Magnified Cross-Correlation Analysis in Frequency Domain was confirmed. Copyright© (2006) by the International Institute of Acoustics & Vibration.

Cepstrum analysis applied to ultrasonic reflection wave detection wave method to investigate the depth and the damage of the pile
Yu Ito, Youhei Kawamura, Koichi Muzutani, Senro Kuraoka
2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 1561, +, IEEE, 2006年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, In civil engineering, especially in construction sites, it is essential to investigate the degree of damage and the depth of foundation piles and pillars, Ultrasonic wave and elastic impact wave methods are currently used as typical non-destructive test ing methods to be applied to a concrete object such as a foundation pile for construction. The latter is performed with using a hammer as its input making this method inaccurate and hard to obtain the same result each time. Therefore, ultrasonic measurement method was chosen over elastic impact wave method to be applied in this study. However, by using the conventional ultrasonic measurement method, since the input is very small, the depth of the investigation is very shallow. Therefore, if it becomes possible to input ultrasonic wave vibration into the concrete foundation pile, deeper depth investigation with higher precision will be attained. In this study, ultrasonic reflection wave detection method was used in order to measure the length of the pile and to detect the degree of damage in the pile. © 2006 ICASE.

Study on estimation of the finite-length unknown input waveform from a given input waveform response
Yuki Kudo, Nobuharu Aoshima, Youhei Kawamura
2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 213, +, IEEE, 2006年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, The information obtained by measuring a system can be regarded as a response given by the Black Box when there is an input. In this study, estimation of the finite-length unknown input waveform from a given input waveform response in a second order damped oscillation system is conducted. The theory is shown and verified with the simulation on MATLAB. While the effectiveness of this theory in the real system is shown by carrying out an experiment. The unknown input waveform form is estimated as followed. The impulse response is estimated from the response waveform of the system. Then, Fourier transformation for the response waveform and the estimation waveform of the impulse response was conducted, and the spectrum of the response wave was decided by the spectrum of the estimated impulse response. Lastly, inverse Fourier trans form was conducted to this result. This end result obtained is the estimated waveform of the unknown input waveform. In this experiment, the output waveform of the system was measured with an laser displacement sensor. The result was influenced by the noise, however the input waveform was able to be estimated. © 2006 ICASE.

Estimation of the engine revolution for statistical analysis of RMS value by using Prony method to detect misfiring cylinder of the diesel engine
Makoto Nagayama, Youhei Kawamura
2006 SICE-ICASE INTERNATIONAL JOINT CONFERENCE, VOLS 1-13, 4016, +, IEEE, 2006年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Mechanical problems with large-scale mining machinery can cause serious losses in operational efficiency and profits. A diesel engine with a misfiring cylinder is likely to break down in a short period of time when the engine is used without maintenance. The authors have developed a new system to detect whether an engine is misfiring and, if so, which cylinder is misfiring. This system will be able to manage the engine from a remote location. In this study, a minimum number of sensors will be applied on two cylinders of the engine in order to detect misfiring cylinder. The measured waveform was analyzed by the statistical analysis of R.M.S value. Dividing up combustion time of each cylinder is the first step for statistical analysis of R.M.S value. In case of idling state of the engine, it is easy to divide up combustion time. But, it is necessary to find engine revolutions under the state of rotational fluctuation of the engine. The period of combustion time vary every hour under the state of rotational fluctuation. Therefore, engine revolutions were computed by using Prony method. The period of combustion time was divided, and R.M.S value was calculated. © 2006 ICASE.

P2-19 Validation of Effectiveness on Magnified Cross-Correlation Analysis in Frequency Domain based on Directivity of Giant-Magnetostriction Vibrator(Poster session 2)
Ha Eui Seong, Kawamura Youhei, Mizutani Koichi, Okawa Koichi, Asaka Michinori
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 27, 27, 245, 246, 特定非営利活動法人 超音波エレクトロニクス協会, 2006年
英語

P2-18 Detection of Concrete Crack Using Giant-Magnetostriction Vibrator(Poster session 2)
Kawamura Youhei, Asaka Michinori, Ha Eui Seong, Ito Yu, Okawa Koichi, Mizutani Koichi
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 27, 27, 243, 244, 特定非営利活動法人 超音波エレクトロニクス協会, 2006年
英語

Study on the detection of misfiring cylinder in a heavy machinery multi-cylinder diesel engine under the state of rotational fluctuation
Makoto Nagayama, Youhei Kawamura, Masuyuki Ujihira
SAE Technical Papers, 2006年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Mechanical problems of heavy machinery can cause serious losses . And a diesel engine with a misfiring cylinder is likely to break down in a short period of time. In this system, a minimum number of sensors will be installed in the diesel engine to build a diagnosis system which detects anomaly behavior by analyzing the acceleration waveform using statistical analysis of R.M.S. value. This method is superior to traditional methods in point of simplicity, and this system can be applied to the ready-made machinery easily. This system will make it possible to manage the engine from a remote location by data transfer . However, previous system was limited in case of an idling state of the engine. It was successful to detect misfiring condition of cylinder on the engine under the state of rotational fluctuation in this research. Copyright © 2006 SAE International. [1, 2] [3]

落下シミュレーションにおけるパラメータ同定を目的とした衝撃加速度の検討
西山 えるむ, 川村 洋平, 山近 哲志
応用力学論文集, 9, 531, 538, 土木学会, 2006年, ［査読有り］
日本語

Study on Output Mechanism of Cable Sensor for Vibration Detection
F.Ito, D.Akhmetov, M.Komazaki, H.Tachikawa, M.Ujihira, K.Ohara;Y, Kawamura, 川村, 洋平
SICE, 41, 9, SICE, 2005年09月, ［査読有り］
英語, 研究論文（学術雑誌）

Ultrasonic measurement system for detecting penetration of boulders by autocorrelation analysis
Y Kawamura, M Tsurushima, K Mizutani, M Ujihira, N Aoshima, S Kuraoka
JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS BRIEF COMMUNICATIONS & REVIEW PAPERS, 44, 6B, 4364, 4369, JAPAN SOC APPLIED PHYSICS, 2005年06月, ［査読有り］
英語, 研究論文（学術雑誌）, An elastic impact wave method is used as a typical nondestructive test method to investigate the depth of boulder penetration. However, in the elastic impact wave method using, for example, a hammer, the discrimination of the reflection wave produced by minute cracks is difficult. Theoretically, if it becomes possible to input the vibration of an ultrasonic domain into artificial structures, such as a concrete and a boulder, with a strong amplitude, deeper investigation depth compared to the conventional way with a high precision will be attained. In this study, a concrete block, with a known size, which was, unlike boulders, not buried under ground, was used as a test piece in a basic experiment. As analysis methods, a wavelet analysis for checking the reflection wave and an autocorrelation analysis for identifying the time tag of the reflection wave were used. As a result, the reflection wave was detected in a down chirp signal from 50 kHz to 40 kHz.

Ultrasonic measurement system for detecting penetration of boulders by autocorrelation analysis
Y Kawamura, M Tsurushima, K Mizutani, M Ujihira, N Aoshima, S Kuraoka
JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS BRIEF COMMUNICATIONS & REVIEW PAPERS, 44, 6B, 4364, 4369, JAPAN SOC APPLIED PHYSICS, 2005年06月, ［査読有り］
英語, 研究論文（学術雑誌）, An elastic impact wave method is used as a typical nondestructive test method to investigate the depth of boulder penetration. However, in the elastic impact wave method using, for example, a hammer, the discrimination of the reflection wave produced by minute cracks is difficult. Theoretically, if it becomes possible to input the vibration of an ultrasonic domain into artificial structures, such as a concrete and a boulder, with a strong amplitude, deeper investigation depth compared to the conventional way with a high precision will be attained. In this study, a concrete block, with a known size, which was, unlike boulders, not buried under ground, was used as a test piece in a basic experiment. As analysis methods, a wavelet analysis for checking the reflection wave and an autocorrelation analysis for identifying the time tag of the reflection wave were used. As a result, the reflection wave was detected in a down chirp signal from 50 kHz to 40 kHz.

重機用ディーゼルエンジンの失火気筒判定システムにおけるALM解析の改善
川村 洋平, 永山 誠, 氏平 増之, 伊藤 史人, ダウレン アクメトフ, 青島 伸治
春季大会講演集. I, 資源編, 17, 1, 101, 102, 2005年03月28日
日本語

音響的手法によるトンネル内温度計測の検討
水谷 孝一, 柏崎 賢一, 糸賀 一也, 澤村 喬平, 工藤 功介, 川村 洋平
春季大会講演集. I, 資源編, 17, 1, 91, 92, 2005年03月28日
日本語

超音波を用いた転石根入れ深さの探査における反射波検出手法
川村 洋平, 鶴島 守, 水谷 孝一, 伊藤 優, 氏平 増之, 青島 伸治
春季大会講演集. I, 資源編, 17, 1, 89, 90, 2005年03月28日
日本語

落石に働く衝撃加速度からみた力学モデルの検討
川村 洋平, 山近 哲志, 氏平 増之, 伊藤 健, 青島 伸治
春季大会講演集. I, 資源編, 17, 1, 63, 64, 2005年03月28日
日本語

斜面切削時の崩壊シミュレーション
川村 洋平, 伊藤 健, 山近 哲志, 氏平 増之, 青島 伸治, 榊原 辰雄
春季大会講演集. I, 資源編, 17, 1, 61, 62, 2005年03月28日
日本語

Method of detecting reflection wave using corresponding wave difference analysis for ultrasonic measurement system to detect penetration of boulders
Mamoru Tsurushima, Youhei Kawamura, Yu Ito, Koichi Mizutani, Senro Kuraoka, Masuyuki Ujihira, Nobuharu Aoshima
12th International Congress on Sound and Vibration 2005, ICSV 2005, 5, 4286, 4293, 2005年
研究論文（国際会議プロシーディングス）, Presently, because of an economic efficiency or usability, nondestructive test is being used to evaluate the damage level and the size of the concrete structure. Ultrasonic and elastic impact wave methods are the current testing methods of nondestructive test. Authors have developed a new testing method which uses chirp signal of ultrasonic and auto-correlation analysis in order to measure the penetration of the boulder stone into the ground. In our past research, we have successfully presumed the length of 900mm long concrete block and the length of 1460mm long white granite almost identically when the AE transducer received the direct wave and the reflection wave separately. However, when the direct wave and the reflection wave were mixed, we were unable to presume the length from the obtained waveform. In this paper, under the obtained data were mixed the direct wave and the reflection wave, the way to read the arrival time of the reflection wave from the data is referred. Authors group invented the way to use difference of the output waveform from two receivers with which the distance from a transmitter differs. And the result of the experiment with the length of 900mm long concrete block is shown.

Study on ultrasonic measurement system to detect penetration of boulders
Y. Kawamura, N. Aoshima, M. Tsurushima, Y. Ito, K. Mizutani, M. Ujihira
Proceedings of the SICE Annual Conference, 427, 432, 2005年
研究論文（国際会議プロシーディングス）, Ultrasonic and elastic impact wave methods are used as the typical prototype of measuring concrete objects without breaking them up. However, by using the ultrasonic method, the input is restricted to be very small. Therefore, only the shallow region of the object can be investigated. Also, it is a tedious job to analyze the reflection wave obtained from the elastic impact wave method because of the minute cracks existing throughout the object. It is also known that this test method might damage the object.• Theoretically, if it becomes possible to input vibration of an ultrasonic domain into a concrete object with a high output directly, the depth of the object will be obtained with high precision. In this research, it is aimed to improve the already built ultrasonic investigation system, which uses the output vibration of the piezo-electric ceramics that is constructed by the arbitrary waveform of the high voltage. Here, the target is the length of a concrete test piece. Auto correlation analysis will be used to obtain the arrival time of the reflection wave (also known as the reflection wave), when the direct wave and the reflection wave are clearly separated and the reflection wave recognizable. However, unwanted mixed reflection waves will be present throughout the result of this procedure with the targeted reflection wave to measure. Therefore, the cepstrum analysis method is used. The cepstrum analysis method makes it possible to disregard the unwanted mixed reflection wave in the system and to only get the arrival time of the reflection wave that has reached the targeted length of the test piece. It is a simple method that is applied to the power spectrum of the targeted wave, by taking the logarithm of it and transforming it to time dimension using the inverse Fourier transform. The end result shows the arrival time of the reflection wave. The targeted length of the test piece can be obtained using the arrival time. © 2005 SICE.

P3-49 Lamb波を用いたコンビナートにおける超音波鋼管検査に関する基礎研究(ポスターセッション3(概要講演))
川村 洋平, 野呂 浩介, 河 宜成, 水谷 孝一, 青島 伸治
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 26, 26, 437, 438, 特定非営利活動法人 超音波エレクトロニクス協会, 2005年
日本語

P3-46 超音波転石根入れ深さ探査における複素ケプストラム解析の精度向上(ポスターセッション3(概要講演))
鶴島 守, 川村 洋平, 伊藤 優, 水谷 孝一, 氏平 増之, 倉岡 千郎, 青島 伸治
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 26, 26, 431, 432, 特定非営利活動法人 超音波エレクトロニクス協会, 2005年
日本語

P3-45 超磁歪振動子を用いた地中配管検知に関する研究(ポスターセッション3(概要講演))
川村 洋平, 河 宜成, 野呂 浩介, 水谷 孝一, 青島 伸治
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 26, 26, 429, 430, 特定非営利活動法人 超音波エレクトロニクス協会, 2005年
日本語

Study of improving the ultrasonic measurement system to detect penetration of boulders using the cepstrum analysis
Youhei Kawamura, Mamoru Tsurushima, Yu Ito, Nobuharu Aoshima, Koichi Mizutani, Senro Kuraoka, Masuyuki Ujihira
12th International Congress on Sound and Vibration 2005, ICSV 2005, 5, 4302, 4309, 2005年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Ultrasonic and elastic impact wave methods are used as the typical prototype of measuring concrete objects without breaking them up. However, by using the ultrasonic method, the input is restricted to be very small. Therefore, only the shallow region of the object can be investigated. Also, it is a tedious job to analyze the reflection wave obtained from the elastic impact wave method because of the minute cracks existing throughout the object. It is also known that this test method might damage the object. Theoretically, if it becomes possible to input vibration of an ultrasonic domain into a concrete object with a high output directly, the depth of the object will be obtained with high precision. In this research, it is aimed to improve the already built ultrasonic investigation system, which uses the output vibration of the piezo-electric ceramics that is constructed by the arbitrary waveform of the high voltage. Here, the target is the length of a concrete test piece. However, unwanted mixed echoes will be present throughout the result of this procedure with the targeted echo to measure. Therefore the cepstrum analysis method is chose to be used. The cepstrum analysis method makes it possible to disregard the unwanted mixed echoes in the system and to only get the arrival time of the echo that has reached the targeted length of the test piece. It is a simple method that is applied to the power spectrum of the targeted wave, by taking the logarithm of it and transforming it to time dimension using the inverse Fourier transform. The end result shows the arrival time of the echo. The targeted length of the test piece can be obtained using this arrival time.

Study on the improvement of the credibility of rockfall simulation -direct measurement of acceleration applied to rockfalls
Satoshi Yamachika, Youhei Kawamura, Masuyuki Ujihira, Nobuharu Aoshima
Proceedings of the 14th International Symposium on Mine Planning and Equipment Selection, MPES 2005 and the 5th International Conference on Computer Applications in the Minerals Industries, CAMI 2005, 1403, 1413, 2005年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, For pertinent countermeasure of rockfalls, rockfall simulation was studied many times. Any rockfall simulation has not gotten consistency between the simulation result and real rockfall. There are a few causes. One is whether method of calculation used the simulation approaches the mechanics of real rockfall. Two is whether parameters using the calculation are assigned pertinent value. This study suggests direct measurement of rockfall's detail motion which as method of closuring of the problems. It would be possible to determine pertinent value in parameter by comparing the detail motion to calculation result. In this research, 3-demensional rockfall simulation developing in this laboratory is explained. Then the results of experiments on impact acceleration that applies to rockfalls are shown, and compared to calculational results obtained by collision model using this simulation.

DEM simulation of collapse in cutting of slopes
Youhei Kawamura, Ken Ito, Tatsuo Sakakibara, Masayuki Ujihira, Nobuharu Aoshima
Proceedings of the 14th International Symposium on Mine Planning and Equipment Selection, MPES 2005 and the 5th International Conference on Computer Applications in the Minerals Industries, CAMI 2005, 606, 615, 2005年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, The slope loses its stability in the process of cutting it, therefore causing the slope to collapse. The slope is cut when activities such as mining, civil work and removal of deposit are done. The slope collapse triggers dangerous accidents. In 1999, an accident of a mining face slope collapse have occurred in Yunicho, Hokkaido and a machinery operator lost his life. The gavel pit where this slope collapse occurred has a mined out area which is reclaimed during the winter season. In the process of reclamation of the mined out area, a lot of snow was mixed with backfill. It seemed that the slope collapse was caused by the water pressure of melted snow and the difference of density between the reclaimed area and the slope. In this research, it is aiming to identify the behavior and mechanism of the slope collapse using distinct element method (DEM). The slope collapse behavior caused by the difference of gravel properties was reproduced using by changing parameters of elements in the reclaimed area.

超音波を用いた杭長探査に関する研究
鶴島 守, 川村 洋平, 伊藤 優
応用力学論文集, 8, 951, 958, 土木学会, 2005年, ［査読有り］
日本語

落石に働く衝撃加速度計測による落石シミュレーションの改善
山近 哲志, 川村 洋平, 氏平 増之
応用力学論文集, 8, 531, 538, 土木学会, 2005年, ［査読有り］
日本語

重機用エンジンの失火気筒検出に対するウェーブレット解析の適用
川村 洋平, 氏平 増之, 青島 伸治, 伊藤 史人, アクメトフ ダウレン
土木学会論文集 = Proceedings of JSCE, 0, 763, 107, 117, 公益社団法人 土木学会, 2004年06月20日, ［査読有り］
日本語, ダンプトラックやパワーショベルといった重機は土木建設現場や資源開発現場において不可欠な存在である. 現在, 簡易で確実かつ迅速に失火気筒を判定できる実用的判定法の開発が望まれている. 本研究ではエンジンブロックの2箇所から計測した加速度波形をウェーブレット解析することにより簡易, 確実, 迅速に失火気筒を判定できるかどうか調べた. 実験の結果, エンジンをベンチに設置した基礎実験により人為的に発生させた12気筒すべての失火状態を時間-周波数マップから読み取ることが可能となっている. 実際に不調が認められている実機の実条件下でのフィールド実験においても, その失火気筒の判定が可能であったことを示す.

写真画像による斜面上の被写体寸法測定法に関する研究 : 斜面の傾斜を考慮した寸法補正法
氏平 増之, 中島 一平, 川村 洋平, 川北 稔
応用地質, 45, 1, 13, 21, 一般社団法人日本応用地質学会, 2004年04月10日, ［査読有り］
日本語, 調査目的の被写体が遠すぎたり危険で近寄れない場合には, 撮影距離とレンズの焦点距離を測定しておき, 写真から簡易的に被写体寸法を算定する方法がある. しかし, 地質調査等で斜面を脚部から撮影するような場合は一枚の写真内に遠い位置の物体と近い位置の物体の両方が写されていることが多く, 画像上で測定した寸法に結像倍率を乗ずるだけでなく斜面の傾斜を考慮した傾斜補正が必要である. 本研究では, 傾斜補正法を明らかにするとともに, 六角形板の寸法, 平板上に450個分布させた岩石の寸法, 発破ずりの寸法に関する補正試験を行った. その結果, 六角形の平板については実寸法の0.85～1.04倍の補正値が得られ, 発破ずりに関しては実測した粒度特性値の0.94倍の補正値が得られたと述べた. 以上, 本論で述べた被写体寸法測定時の傾斜補正法は有効といえる.

ALMによる大型建設機械用ディーゼルエンジンの失火気筒判定システムに関する研究
川村 洋平, アクメトフ ダウレン, 氏平 増之, 石川 達也, 樋口 澄志
春季大会講演集. I, 資源編, 16, 1, 75, 76, 2004年03月29日
日本語

移動通信網を用いた重機用多気筒ディーゼルエンジンの失火気筒の予防診断
川村 洋平, 氏平 増之, 青島 伸治, 伊藤 史人, アクメトフ ダウレン F.
計測自動制御学会論文集, 40, 2, 257, 266, 公益社団法人 計測自動制御学会, 2004年02月29日, ［査読有り］
日本語, A diesel engine with a misfiring cylinder is likely to break down in a short time when the engine is used without maintenance. The authors have developed a method of detecting the occurrence of cylinder misfiring and specifying the misfiring cylinder by using wavelet analysis and statistical analysis on the r.m.s. values of two kinds of acceleration waveforms. This detection method is considered superior to traditional methods, which require several accelerometers, especially in terms of simplicity. Since the devolopment of the method, research has been conducted on semi-automatic processing of measured signals and signal transmission from the worksite to a remote office. Field tests confirmed that 1×10⁵ points of dynamic data could be transmitted through the mobile multimedia network within 15min, and the time for signal processing was within 15min. Final determination on the condition of a diesel engine in heavy machinery could be achieved within 30min. Shortened processing time is expected by improvement of the processing software.

Study on the detection of misfiring cylinder in a shipping multi cylinder diesel engine using aggregative learning method
Y. Kawamura, M. Ujjhira, M. Nagayama, N. Aoshima, F. Ito, D. Akhmetov
Proceedings of the SICE Annual Conference, 153, 156, SOC INSTRUMENT CONTROL ENGINEERS JAPAN, 2004年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, In this study, a minimum number of sensors will be applied on the side of two cylinders on the diesel engine in order to build an abnormal diagnosis system which detects anomaly behavior at an early stage by analyzing the acceleration waveform using the ALM method. This measurement system can be applied to the ship afterwards and by using the satellite phone system to transfer the data, it will be possible to manage the state of the engine from an office on land without the usage of a personal computer system on board.

Fundamental Study on Ultrasonic Measurement System to Detect Penetration of Boulders Using Auto-correlation Analysis
Youhei Kawamura, Mamoru Tsurushima, Nobuharu Aoshima, Koichi Mizutani
IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 2, 2, 1795, 1798, IEEE, 2004年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Generally, in the estimation of damage and the investigation of the size of every concrete artificial structure thing, nondestructive test is used. An ultrasonic method and an elastic impact wave method are mentioned to the typical thing of a nondestructive test method. The authors have developed a new ultrasonic method by using ultrasonic wave of the chirp signal and auto-correlation analysis. In this paper, the experiment is separated Pattern 1 and Pattern 2. In Pattern 1, ultrasonic transfer characteristics were investigated for concrete blocks. It was confirmed that the frequency components of 40-60kHz had a good permeability with each thickness of concrete blocks. In Pattern 2, experiment of receiving the reflection wave was carried out using concrete block with width of 900mm and ultrasonic wave of the chirp signal. Reflection wave was detected in the down chirp signal from 50kHz to 40kHz. And the length of concrete block was calculated using auto-correlation was set to 898.156mm. Like this, the good result that have little error could get it using this system. © 2004 IEEE.

C-2 超音波を用いた転石の根入れ深さに関する基礎実験(測定・映像・非破壊検査)
川村 洋平, 鶴島 守, 水谷 孝一, 倉岡 千朗, 青島 伸治
超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 25, 25, 143, 144, 特定非営利活動法人 超音波エレクトロニクス協会, 2004年
日本語

スチールワイヤ型ケーブルセンサと衛星電話を用いた落石予知システムに関する研究 : 防護網がない斜面への適用性に関する試験結果
伊藤 史人, 氏平 増之, 安池 雅之, 川村 洋平, 樋口 澄志, 山田 孝, アクメトフ ダウレン, 駒崎 征明
応用地質, 44, 4, 223, 233, 一般社団法人日本応用地質学会, 2003年10月10日, ［査読有り］
日本語, 最近公表された和歌山県天鳥橋西地区における岩盤モニタリングの結果, 1997年の北海道島牧村第2白糸トンネル巻き出し部の岩盤崩落事故等を参考にすると, 大規模落石や岩盤崩落の前には崩壊岩体境界部から大小の落石が発生し, その頻度が高まると考えられる. 著者らは, 前兆的に発生するこの小礫, 岩塊の落下頻度をモニタリングすることが大規模落石～岩盤崩壊の予知に有効と考えている. 本研究では, スチールワイヤ型ケーブルセンサと衛星電話を組み合わせた落石予検知システムの落石検知能力に関する実験的研究を行った. 衛星電話を経由しての遠隔計測により, 「スチールワイヤ型ケーブルセンサを弾性波伝播媒体となる防護網等がない斜面に敷設した場合においても, 大小の岩塊, 小礫の落下頻度と落下源をモニタリングできること」 を明らかにした. また, 現場側PCに保存している15秒分のデータを分析することにより「落下群の落下速度を求められること」, 「センサ敷設間隔は10mまで広げ得ること」等を明らかにした.

On Signal Transmission and Data Processing Rate for Remote Diagnosis of Heavy Excavation Machinery
Y. Kawamura, M. Ujihira, K. Higuchi, M. Komazaki, D. F. Akhmetov, F. Ito
Australasian Institute of Mining and Metallurgy Publication Series, 1, 251, 256, 2003年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, A diesel engine with a misfiring cylinder is likely to break down in a short time when the engine is used without maintenance, The authors have developed a method of detecting the occurrence of cylinder misfiring and specifying the misfiring cylinder by using wavelet analysis and statistical analysis on the root mean square (r.m.s.) values of two kinds of acceleration waveforms. This detection method is considered superior to traditional methods, which require several accelerometers, especially in terms of simplicity. Since the development of the method, research has been conducted on semi-automatic processing of measured signals and signal transmission from the worksite to a remote office. Field tests confirmed that 1 × 10 points of dynamic data could be transmitted through the mobile multimedia network within IS minutes, and the time for signal processing was within 15 minutes. Final determination on the condition of a diesel engine in heavy machinery could be achieved within 30 minutes. Shortened processing time is expected by improvement of the processing software. 5

Artificial Neural Network Approach for Evaluation of Weight of Fallen Objects
F. Ito, D. F. Akhmetov, M. Komazaki, M. Yasuike, Y. Kawamura, M. Ujihira
Australasian Institute of Mining and Metallurgy Publication Series, 1, 47, 53, 2003年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Remote monitoring of geological situation at distant regions with complicated relief, including reliable detection of the rock falls and estimation of the scale of accidents, is of great importance for practical needs. In the paper, vibration data, caused by fall of sample objects and registered by cable sensors, are processed and analysed in order to construct some measure for the indirect evaluation of weight of fallen objects. Nonlinear models, which based on artificial neural networks (ANN), are proposed for the signal presentation. To improve and simplify the learning and classification abilities of the whole system, the aggregative learning method (ALM) is implemented. ALM features relatively low memory and computational resources needed for the procedure realisation, especially for data classification (recall) stage, in compare to conventional methods. The validity and efficiency of the proposed approach are tested through its application for rock fall detection and weight evaluation system using cable sensors and mobile communication network. Classification abilities of the proposed approach are shown useful for estimation of the fallen object weight. Characterised with high computational efficiency and simple decision-making procedure, the derived method can be useful for simple and reliable real-time monitoring system design.

Applicability of the magnification equation of lens for slope survey
M. Ujihira, T. Hzuka, Y. Kawamura, M. Kawakita
International Journal of Surface Mining, Reclamation and Environment, 16, 3, 230, 244, 2002年09月, ［査読有り］
英語, 研究論文（学術雑誌）, Photography is often used in geological survey, mining engineering or civil engineering to measure the length or width of an object by placing another object such as a scale, a hammer or a cigarette box next to the object. But, it is difficult to place a scale nearby the object when the object is too far and high or too dangerous to get to. In this study, practical applicability of the magnification equation of lens for indirect calculation of the length of a photographed object was examined. From this study, it was found that the applicable distance for the use of the magnification equation of lens was 84 m, even when the focal length was 36mm, and that the applicable distance was more than 300 m with the lens focal length being longer than 100 mm. Moreover, falling behavior, impact load and energy of a rock fall could be calculated readily using obtained information from a photograph.

実機による多気筒ディーゼルエンジンの不燃気筒の判定に関する研究
川村 洋平, 氏平 増之, 桐本 賢太, 緒方 純俊, 中村 祥一, 樋口 澄志
資源と素材 : 資源・素材学会誌 : journal of the Mining and Materials Processing Institute of Japan, 118, 5, 399, 406, 一般社団法人 資源・素材学会, 2002年06月25日, ［査読有り］
日本語, As a motive power in heavy construction machineries including mining and various construction works, a multi-cylinders type of diesel engine is very often used because of its high cost performance. Steady maintaining of diesel engine's operation is substantial in view of economic demands and environmental concerns. To realize this, a practice of early diagnosis and early repair are essential.
In our previous study using a V-12 type of diesel engine installed on a bench, we demonstrated that a misfiring cylinder could be detected by statistical analysis method using rms value of the acceleration waveforms measured on a single point of the engine block.
In this paper, the same experimentation and analyses as in the previous study were conducted for two practical machineries that loaded the same type engine of the previous study. Even though the engine was loaded on a practical machinery, it was found that a misfiring cylinder could be detected by the same way as in the previous study. In addition to the analyzing method in the previous study, in this study, we employed a wavelet transform method with the Gabor function as a window, and analyzed the acceleration waveforms. The results of wavelet analysis revealed that a misfiring cylinder could be detected visually from time-frequency charts. With the aid of statistical analysis using rms value, a misfiring cylinder in a multi-cylinder diesel engine can be doubly checked by wavelet analysis.

レンズの結像倍率式を用いた遠距離物体の寸法測定法に関する研究
氏平 増之, 飯塚 岳彦, 川村 洋平, 川北 稔
応用地質, 43, 1, 2, 13, 一般社団法人日本応用地質学会, 2002年04月10日, ［査読有り］
日本語, 地質調査等で, 目的の被写体が高すぎる, 遠すぎる, 危険で近寄れない場合には被写体のそばにスケールを置くことができない. しかし, フィルムスキャナや画像処理ソフトウエアが進歩し, ノンプリズム型測距儀が普及してきた今日では, このような場合でも被写体の寸法を画像を用いて測定することが可能と考えられる. 本研究では, レンズの結像倍率式を用いて被写体寸法を間接的に求めようとするときに必要な焦点距離別の撮影限界距離と画像のひずみを, 実測データに基づき検討した. 本論で明らかにした主な内容は以下のようである. (1) ±5%以内の被写体寸法測定誤差を許容すれば, 焦点距離f=100mm以上のレンズを用いることで300m遠方までの被写体寸法を測れる. (2) 画像のひずみは, 焦点距離f=100mm以上のレンズを用いた場合1.0～2.0%以下である. (3) 放射線の入った同心円状のひずみ補正用図形を撮影した後, 画像上の点のあるべき位置からの変位量と光軸からの距離の関係式を用いることで被写体寸法を補正できる. (4) ほかに簡便な方法がない場合にカメラと測距儀を用いて間接的に被写体寸法を測定しようとする本論の方法は有用である. このとき, 距離の正しい測定, 焦点距離が正確なレンズの使用, 被写体像の微小寸法の正確な測定を行うことが重要である.
本研究では, レンズの結像倍率式を用いて被写体寸法を間接的に求めようとするときに必要な焦点距離別の撮影限界距離と画像のひずみを, 実測データに基づき検討し, 撮影限界距離とひずみ補正法を具体的に示した. 本論で明らかにした内容をまとめると以下のようである.
1) 地質調査等でカメラを用いて被写体寸法を測定しようとする場合, 被写体寸法はフィルム上の被写体像の微小寸法をフィルムスキャナで測り, これに理論倍率を乗じて求める. このとき, スキャナによる微小寸法測定誤差と画像のひずみが目的とする被写体寸法測定誤差の主な原因になる.
2) 実測により被写体寸法測定誤差の95%信頼限界を計算し, レンズの焦点距離ごとの撮影限界距離を示した. ±5%以内の測定誤差を許容すれば, 焦点距離f=100mm以上のレンズを用いることで300m遠方までの被写体寸法を測ることができる.
3) 画像のひずみについて検検討し, f=36, 50mm等, 焦点距離が短いレンズを用いた場合に大きいひずみが現われることを定量的に示した. やはり焦点距離f=100mm以上のレンズを用いることでひずみを1.0～2.0以下の範囲内に抑えれる.
4) やむを得ずf=36, 50mm等短い焦点距離のレンズを用いる場合には, ひずみを補正することが必要である. 放射線の入った同心円状の図形を撮影した後, 画像上の点のあるべき位置からの変位量と光軸からの距離の関係式を用い, 被写体寸法を補正できる.
5) フィールドにおいて目的とする被写体の寸法を測定しようとする場合, 他に簡便な方法がないときにはカメラと測距儀を用いて間接的に測定しようとする本方法が有用である. ただし, 距離の正しい測定, 焦点距離が正確なレンズの使用, 被写体像の微小寸法の正確な測定を行うことが重要である.

建設機械用多気筒ジーゼルエンジンにおける不燃気筒の予防診断
桐本 賢太, 川村 洋平, 氏平 増之, 緒方 純俊
計測自動制御学会論文集 = Transactions of the Society of Instrument and Control Engineers, 38, 2, 230, 232, 計測自動制御学会, 2002年02月28日, ［査読有り］
日本語

振動解析による建設機械エンジンの不燃気筒の検出　　　　　　　　　　　　　　　
桐本賢太, 川村洋平, 氏平増之, 緒方純俊
電気学会計測部会論文集, 01, 53, 29-34, 2002年, ［査読有り］
日本語, 研究論文（学術雑誌）

スチールワイヤ型ケーブルセンサの実斜面への適用に関する研究
駒崎 征明, 浦田 健司, 伊藤 史人, 氏平 増之, 徳永 哲信, 今野 慎也, 川村 洋平, 樋口 澄志, 川北 稔
応用地質, 42, 5, 264, 273, 一般社団法人日本応用地質学会, 2001年12月10日, ［査読有り］
日本語, 著者らはケーブルセンサを用いた落石監視システムについて研究を進めてきた. しかし, ケーブルセンサ自体の破断強度は低く, そのまま実環境に敷設するには不十分である. したがって改良型として, ケーブルセンサをスチールワイヤの中心部に巻き込み補強したスチールワイヤ型ケーブルセンサ (SWCS) を提案している. 本研究では, SWCSを実斜面に敷設し実施したフィールド研究の結果, 次の事項が明らかになった. (1) 加速度計をSWCSに取り付け, その外周を手動により打撃する感度試験を行った結果, SWCSの出力電圧と加速度の関係はベキ関数式で示せる. また, この式を用いSWCSの出力電圧波形を加速度波形に変換することができ, センサごとの感度の違いがクリアできることを確認した. (2) 実斜面に格子状に敷設したSWCSは増幅倍率2倍で十分な出力電圧が得られた. また, 各chの出力電圧波形の立ち上がり時刻は落石の下方落下に伴い時間ずれが生じる. この立ち上がり時刻と出力波形により, 落石の落下挙動としての跳躍運動, 衝突, 落下軌跡等を読み取ることが可能である. さらに, トポグラフ表示により, 落石挙動を視覚的に把握できる. (3) SWCSの出力波形の立ち上がり時刻を結ぶ曲線から, 落石特性値 (最大速度残存係数: α, 等価摩擦係数: μ, 脚部における落下速度: V, 並進運動エネルギー: E) を算出でき, 防護工の設計に有効である. また, SWCSを現場に用い長期観測することで, 前兆としての大小の落石の累積頻度を計測することが実用上可能となる.

多気筒ディーゼルエンジンの不燃気筒の判定に関する研究 - 加速度波形のrms値を用いた場合 -
川村 洋平, 氏平 増之, 樋口 澄志, 中村 祥一, 駒崎 征明, 伊藤 忠人
資源と素材 : 資源・素材学会誌 : journal of the Mining and Materials Processing Institute of Japan, 117, 6, 485, 493, 一般社団法人 資源・素材学会, 2001年06月25日, ［査読有り］
日本語, Big scale construction machinery is absolutely necessary for the mineral resources development and various construction works. Troubles of the machinery give serious losses in the efficiency of operations and also in financial proceeds. In this meaning, machinery maintenance is very important for mining and construction works. Early diagnosis of the machinery is especially important to prevent a serious damage. Recently, diesel engine applied to excavation machinery are highly improved not to discharge exhaust gases of high concentration and to achieve high energy efficiency. However, a diesel engine involving non combustion cylinder has high probability to breakdown in a short time when the engine is used without any maintenance works.
In this study, autocovariance of acceleration waves of cylinder block was calculated to obtain the period of revolution, and the combustion period of each cylinder was determined. Then rms value corresponding to each combustion period was calculated. Probability of overlapped area of two curves of normal distribution, which were obtained from rms values of normal and non combustion states respectively, was calculated. It was confirmed that non combustion cylinder of a diesel engine of V-12 type could be judged clearly using the relative intensity curve of the probability. This judgement method is considered to be superior to traditional methods where more than several numbers of accelerometers were used, especially from the viewpoint of simplicity.

スチールワイヤ型ケーブルセンサの感度に関する実験的研究
氏平 増之, 川村 洋平, 樋口 澄志, 佐藤 昌志, 今野 久志, 駒崎 征明, 伊藤 史人
応用地質, 42, 1, 15, 23, 一般社団法人日本応用地質学会, 2001年04月10日, ［査読有り］
日本語, 振動検出用ケーブルセンサは, 大規模岩盤崩壊に先立つ前兆的小崩落や落石を検知するうえで, また施工時の斜面監視等に有用なセンサであると考えられる. しかし, その破断荷重は0.4～0.5kNであり, そのまま実環境に敷設した場合破断の可能性がある. 著者らは, ケーブルセンサの引張強度を補強するために元のケーブルセンサをスチールワイヤの中心に巻き込んだスチールワイヤ (SW) 型ケーブルセンサを提案している. この場合, ケーブルセンサを取り巻くストランド (鋼線の束) が緩衝材の役割を果たし感度が低下すると予想された. このため, 本研究では, 異なる3つの条件下で元のケーブルセンサとSW型ケーブルセンサの感度の比較試験を行った. その結果, 次の事項が明らかになった. 1) SW型ケーブルセンサをコンクリート床や鋼製覆道等剛な構造物等に点で固定する場合, SW型ケーブルセンサの出力電圧は元のケーブルセンサより低下する. しかし, センサ全体を連続的に接着した場合には出力低下は見られない. 2) ケーブルセンサとスチールワイヤ型ケーブルセンサを地中に埋設した場合, SW型ケーブルセンサの感度は元のケーブルセンサと比較して低下する. しかし, SN比からみると信号とノイズは明瞭に判別でき十分な出力電圧が得られている. 3) SW型ケーブルセンサにおいても出力電圧と加速度の間には本論の図-8, 12, 18中の実験式に示されるようなべき関数関係が存在する. 以上の実験結果からSW型ケーブルセンサは設置状態ごとに加速度換算の実験式を求めておくことで実用に供し得ると判定している.

Practical applicability of steel wire cable sensor for rock fall detection
M Ujihira, F Ito, T Tokunaga, Y Kawamura, S Konno, K Higuchi, M Komazaki
MINE PLANNING AND EQUIPMENT SELECTION 2001, 57, 62, SCIENCE PUBLISHERS INC, 2001年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Authors have studied the rock fall prediction system for these several years, in which cable sensor for vibration detection and mobile multimedia network are applied. It was confirmed from field tests that the newly developed steel wire cable sensor, which was installed along an unstable slope in grid pattern, could detect the falling impact even when the weight of a block was 200g and the falling trajectory could be judged from the gap of rise time of wave forms of 9 strings of the sensors stretched in horizontal direction. Topographic figure which was drawn by using the products of amplitudes of wave forms of horizontal and longitudinal steel wire cable sensors could give the falling trajectory visually. We have concluded that the steel wire cable sensor was useful to monitor the instability of the slope.

Evaluation of the weight of fallen object using the wave forms measured by cable sensor and mobile multimedia network system
F Ito, S Tsukazawa, M Komazaki, M Ujihira, Y Kawamura, T Tokunaga
MINE PLANNING AND EQUIPMENT SELECTION 2001, 755, 760, SCIENCE PUBLISHERS INC, 2001年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Frequency monitoring of small rock fall events is a strong method to predict a slope failure or a rock fall of big scale along the slopes of traffic route and open pit mine. As a monitoring system, authors have proposed a remote monitoring system using cable sensor and mobile multimedia network. Frequency distribution or accumulated curve of rock fall events can be monitored using this system. However, it was very difficult to evaluate the weight of a fallen rock of each event, although the scale of the rock fall could serve us the important information to predict the failure in succession from the rock fall event. For the evaluation of the rock fall scale preceded a slope failure, authors had discussed and judged that wave forms measured by the detection system should be analyzed not only by using amplitude characteristics of output wave forms but also by using the spectrum characteristics in frequency domain. In this paper, it is described that integrated Fourier spectrum and integrated wave forms of acceleration and output voltage of cable sensor are particularly useful to evaluate the weight of fallen object.

A study on the detection of non-combustion cylinder of the diesel engine for construction machinery using wavelet analysis
Y Kawamura, M Ujihira, K Higuchi, K Kirimoto, M Komazaki, F Ito
MINE PLANNING AND EQUIPMENT SELECTION 2001, 167, 172, SCIENCE PUBLISHERS INC, 2001年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, A diesel engine involving non-combustion cylinder has high probability to bred in a short time when the engine is used without any maintenance works. In this study, r.m.s. value corresponding to each combustion period of cylinders of diesel engine was calculated. Probability of overlapped area of two curves of normal distribution, which were obtained from r.m.s. values of normal and non-combustion states respectively, was calculated. It was confirmed that non-combustion cylinder of a diesel engine of V-12 type could be judged clearly using the relative intensity curve of the probability. Moreover, wavelet analysis for acceleration wave curves was carried out. It is concluded that almost of all non-combustion states of cylinders could be detected, also performing wavelet analysis for acceleration wave curves of cylinder block.

時間周波数解析による重機エンジンの診断　　　　　　　　　　　　　　　
桐本賢太, 川村洋平, 氏平増之, 緒方純俊
電気学会計測部会論文集, 00, 42, 13-18, 2001年, ［査読有り］
日本語, 研究論文（学術雑誌）

定規模覆道におけるケーブルセンサと移動通信網を用いた落石検知システムに関する研究
駒崎 征明, 平間 和夫, 伊藤 史人, 氏平 増之, 鈴木 新吾, 川村 洋平, 樋口 澄志
応用地質, 41, 4, 200, 209, 一般社団法人日本応用地質学会, 2000年10月10日, ［査読有り］
日本語, 岩盤斜面での破壊音や落石の衝突振動を広い範囲にわたって監視できる, すなわち測定範囲を点から線, 面へ拡張できる可能性を持つセンサに振動検出用ケーブルセンサがある. この研究では, 実規模覆道内にケーブルセンサを格子状に敷設し, 「落下物の落下位置が二次元的に標定できるか」 , 「落下物の大きさを評価できるか」 , 「加速度計による測定結果との対比ではどうか」 等について実験を行った. 加えて, 新たに開発した移動通信網を用いたデータ伝送システムの動作に関する実験を行った. その結果, 次の事項が明らかになった, または確認された. (1) ケーブルセンサは高い精度を要求していなければ, 加速度計の代替センサとして利用できる. (2) 実規模の覆道においても上部に鋼球を落下させた場合, 落下位置は波形の立ち上がり, 振幅, トポグラフィのいずれによっても標定できる. (3) ケーブルセンサは6gの鋼球の落下振動を検出できる. また, ケーブルセンサからの出力電圧値から落下物重量のオーダの違いを推定できる. (4) ケーブルセンサの長さが増加すると出力の感度が落ちるが, 実験結果から仮に100mのケーブルセンサを用いても実用上十分な感度が得られる. (3) 新たに開発した落石検知システムにおける携帯電話通信網による必要なデータ量 (48Kbyte) の伝送時間は現在のところ3分以内であり, ケーブルセンサを含めた本落石検知システムは実用に供せる可能性が高い.

Practical applicability of steel wire cable sensor for rock fall detection
M Komazaki, K Hirama, F Ito, M Ujihira, Y Kawamura, T Tokunaga
MINE PLANNING AND EQUIPMENT SELECTION 2000, 309, 313, A A BALKEMA PUBLISHERS, 2000年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Authors propose a monitoring system using cable sensor for rock collapse and fall detection. Practical applicability of this prediction system for concrete structures such as rock-shed or inlets of tunnels had been already confirmed, stretching the sensors in grid pattern to the internal surface of the structures. The tensile strength of cable sensor (CS) is 40 - 50 kg, and not enough for usage under real environmental conditions. For this reason, a steel wire type cable sensor (SWCS) is proposed. Here, a field test of SWCS for practical applicability for rock fall detection was carried out and the following points were made clearly: 1) The output signal level of SWCS is lower than that of CS. However, the sensitivity of SWCS is enough for practical use. 2) The falling trajectory of a rock was visually estimated from topographic method of the output voltage of SWCS. Therefore, SWCS could be recommended for practical use.

Practical applicability of steel wire cable sensor for rock fall detection
M Komazaki, K Hirama, F Ito, M Ujihira, Y Kawamura, T Tokunaga
MINE PLANNING AND EQUIPMENT SELECTION 2000, 309, 313, A A BALKEMA PUBLISHERS, 2000年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Authors propose a monitoring system using cable sensor for rock collapse and fall detection. Practical applicability of this prediction system for concrete structures such as rock-shed or inlets of tunnels had been already confirmed, stretching the sensors in grid pattern to the internal surface of the structures. The tensile strength of cable sensor (CS) is 40 - 50 kg, and not enough for usage under real environmental conditions. For this reason, a steel wire type cable sensor (SWCS) is proposed. Here, a field test of SWCS for practical applicability for rock fall detection was carried out and the following points were made clearly: 1) The output signal level of SWCS is lower than that of CS. However, the sensitivity of SWCS is enough for practical use. 2) The falling trajectory of a rock was visually estimated from topographic method of the output voltage of SWCS. Therefore, SWCS could be recommended for practical use.

振動検出用スチールワイヤ型ケーブルセンサの感度特性(共著)　　　　　　　　　　　　　　　
川村, 洋平
土木学会北海道支部論文報告集, 56(A), 204-207, 2000年
日本語, 研究論文（その他学術会議資料等）

スチールワイヤ型ケーブルセンサの斜面への適用に関する研究(共著)　　　　　　　　　　　　　　　
川村, 洋平
土木学会北海道支部論文報告集, 56(A), 208-213, 2000年
日本語, 研究論文（その他学術会議資料等）

建設機械のエンジンの異常診断に関する基礎研究　　　　　　　　　　　　　　　
川村, 洋平
土木学会北海道支部論文報告集, 56(A), 296-299, 2000年
日本語, 研究論文（その他学術会議資料等）

A field test of a rock fall detection system using cable sensor and mobile multimedia network
M. Komazaki, K. Hirama, M. Ujihira, S. Suzuki, H. Saeki, Y. Kawamura
International Journal of Surface Mining, Reclamation and Environment, 13, 4, 159, 163, 1999年
研究論文（学術雑誌）, Cable sensor which is usually used for invader inspection of sensitive places such as atomic power stations and other high security buildings is considered to be available for rock noise and impact detection, because the sensor can detect vibration at any point of a string, and can be used with extending more than a hundred meter or more. From a field test using cable sensor and mobile multimedia network, it was found that the impact source caused by a steel ball dropping in the proximity of the sensing cable could be judged clearly from the order of rise time of signals of cable sensors, amplitudes of wave forms of signals and a topography pictured from peak values of signals transmitted by way of mobile multimedia network. This newly developed system is considered to be applicable not only to detect the resultant impact of fallen rocks but also to monitor the noise produced by the fracture of unstable rocks and sounds of falling rocks along a slope.

Applicability of the equation of image magnification of lens for rock engineering　　　　　　　　　　　　　　　
M.Ujihira, T.Iizuka, Y.Kawamura, M.Kawakita, T.Tanabe, 川村, 洋平
Proceeding of '99 Japan-Korea Joint Symposium on Rock Engneering, 171-176, 1999年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

Study on output characteristics and mechanical strength of the cable sensor for vibration detection　　　　　　　　　　　　　　　
M.Ujihira, Y.Kawamura, M.Sato, H.Konno, M.Komazaki, K.Hirama, 川村, 洋平
Proceedings of the 8^th Int. Symposium on Mine Planning and Equipment Selection, 539-544, 1999年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）

連続衝撃測定センターの特性試験とその考察(共著)　　　　　　　　　　　　　　　
川村, 洋平
土木学会北海道支部論文報告集, 55(A), 52-57, 1999年
日本語, 研究論文（その他学術会議資料等）

Rock fall detection system using cable sensor and mobile multimedia network
M Ujihira, S Ogawa, S Suzuki, S Hosoya, H Saeki, M Komazaki, K Hirama, M Kawakita
MINE PLANNING AND EQUIPMENT SELECTION 1998, 13, 4, 151, 156, A A BALKEMA PUBLISHERS, 1998年, ［査読有り］
英語, 研究論文（国際会議プロシーディングス）, Cable sensor which is usually used for invader inspection to the places such as atomic power stations and other buildings is considered to be available for rock noise and impact detection, because the sensor can detect vibration at any point of a string, and can be used with extending more than a hundred meter or more. From a field test using cable sensor and mobile multimedia network, it was found that the impact source caused by a steel ball dropping could be judged clearly from the order of rise time of signals of cable sensors, amplitudes of wave forms of signals and a topography pictured from peak values of signals transmitted by way of mobile multimedia network. This newly developed system is considered to be applicable not only to detect the resultant impact of fallen rocks but also to monitor the fracturing noises of unstable rocks and falling sounds of rocks along a slope.

落石検知用ケーブルセンサの経時変化と出力波形の特性(共著)　　　　　　　　　　　　　　　
川村, 洋平
実地技術論文報告集, 14, 736-742, 1998年
日本語, 研究論文（その他学術会議資料等）

考古アカデミックレポート バイヨン寺院における予防的保全に資する劣化・変形・環境観測システムの構築
川村 洋平, 池田 啓, 宍戸 英彦, 河﨑 衣美, 北原 格, 丸太 寛之, 里 知樹, 松井 敏也, 月刊考古学ジャーナル, 736, 29, 34, 2020年02月
ニュー・サイエンス社, 日本語

クラウドソーシングと3次元復元技術による世界遺産の予防的保存
宍戸 英彦, 河﨑 衣美, 伊藤 豊, 川村 洋平, 松井 敏也, 森嶋 厚行, 北原 格, 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, 117, 443, 77, 82, 2018年02月
電子情報通信学会, 日本語

2P4-10 超音波霧化を用いた粉塵飛散抑制における地下採掘空間内温度の影響
大川 浩一, 西 健太郎, 河合 直介, 川村 洋平, 菅原 勝康, 超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 36, "2P4, 10-1"-"2P4-10-2", 2015年11月05日
超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 英語

3P4-26 超音波による酸化と酸化鉄を用いた硫酸酸性溶液中の亜砒酸の除去(ポスターセッション)
大川 浩一, 吉川 智紘, 細川 亮太, 半杭 慎二, 松沼 高嶺, 大澤 隆裕, 川村 洋平, 菅原 勝康, 超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 35, 507, 508, 2014年12月03日
超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 英語

3P4-23 地下採掘における超音波霧化を用いた粉塵の飛散抑制(ポスターセッション)
大川 浩一, 西 健太郎, 川村 洋平, 加藤 貴宏, 菅原 勝康, 超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 34, 475, 476, 2013年11月20日
超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 英語

3Pa4-8 超音波照射と混合ガスを用いたオイルサンドからのビチューメン浮上分離(ポスターセッション)
斉藤 知直, 大川 浩一, 川村 洋平, Babadagli Tayfun, 超音波エレクトロニクスの基礎と応用に関するシンポジウム講演論文集, 33, 369, 370, 2012年11月13日
超音波エレクトロニクスの基礎と応用に関するシンポジウム運営委員会, 英語

Investigation of thermal conductivity and heat characteristics of oil sands using ultrasound irradiation for shortening the preheating time
Shingo Kamagata, Youhei Kawamura, Hirokazu Okawa, Koichi Mizutani, Japanese Journal of Applied Physics, 51, 7, 07GE03-1, 07GE03-6, 2012年07月, ［査読有り］
Oil sands are attractive as an energy resource. Bitumen, which is found in oil sands, has high viscosity, so that it does not flow. Most oil sands are underground and are developed with a method called steam-assisted gravity drainage (SAGD). Hot steam is injected underground to fluidize bitumen and promote its recovery. However, the preheating time is too long. One way of reducing running costs is by shortening the preheating time. Previous studies have found that bitumen can be extracted from oil sands efficiently by applying ultrasonic irradiation, but SAGD was not applied directly in these cases. Thus, the purpose of this study is to apply ultrasonic irradiation to SAGD, thereby shortening the preheating time of oil sands. As a model experiment for SAGD, heat transfer experiments in a sand layer made with Toyoura sand and silicone oil were conducted and the thermal effect with ultrasound was investigated. © 2012 The Japan Society of Applied Physics., 英語

1P1-L11 地中環境モニタリング小型ロボット(DigBot)の開発(【東海支部連携】輸送・生産機械のロボティクス・メカトロニクス)
林 昌寛, 宮地 利幸, 川村 洋平, 村上 和利, 加藤 侑一, ロボティクス・メカトロニクス講演会講演概要集, 2012, "1P1, L11(1)"-"1P1-L11(2)", 2012年05月27日
A digging robot named "DigBot" has been developed by our laboratory for monitoring the underground environment and exploring the lunar surface. The purpose of this research is to develop the robot which can dig soil and sand automatically. In this proceeding, first, concept of DigBot is shown. As a basic research of developing Digbot, Contra-rotating drill is developed and made for trial purpose. And then digging experiment is carried out for verifying effectiveness through the Contra-rotating drill. It was proved that DigBot possess incomparably more power than ever before., 一般社団法人日本機械学会, 日本語

The application of sonication for purifying soil contaminated with microorganism　　　　　　　　　　　　　　　
Takashi Nakamura, Hirokazu Okawa, Ryota Hosokawa, Tomonao Saito, Youhei Kawamura, Katsuyasu Sugawara, Jpn. J. Appl. Phys., 49, 7, 07HE11-1 - 07HE11-4, 2010年

ソノケミストリーを用いたリチウムイオン二次電池用鉄系正極材料の合成　　　　　　　　　　　　　　　
大川浩一, 川村洋平, 佐藤峰夫, 超音波テクノ, 21, 2, 98, 102, 2009年

超音波特殊反応場を利用した懸濁液中微粒子の沈殿方法
大川 浩一, 中村 貴司, 川村 洋平, ケミカルエンジニヤリング, 53, 5, 375, 379, 2008年05月
化学工業社, 日本語

会議報告 2007年 第28回超音波エレクトロニクスの基礎と応用に関するシンポジウム(USE 2007)
狩野 旬, 川村 洋平, 若槻 尚斗, 超音波techno, 20, 2, 112, 115,127, 2008年03月
日本工業出版, 日本語

超音波特殊反応場を利用した懸濁液中微粒子の沈殿方法　　　　　　　　　　　　　　　
大川浩一, 中村貴司, 川村洋平, 菅原勝康, ケミカルエンジニヤリング, 53, 5, 47, 51, 2008年

コンビナート配管における超音波検査手法の提案 (特集 最近の非破壊検査)
川村 洋平, 超音波techno, 18, 5, 17, 21, 2006年09月
日本工業出版, 日本語

超磁歪振動子による地中配管の検知システム (特集 最近の非破壊検査)
川村 洋平, 河 宜成, 超音波techno, 18, 5, 6, 11, 2006年09月
日本工業出版, 日本語

非破壊検査 超音波を用いた転石の根入れ深さ探査システムの構築
川村 洋平, 超音波techno, 17, 3, 71, 75, 2005年05月
日本工業出版, 日本語

ディーゼルエンジンの異常診断に関する文献の調査研究
川村 洋平, 氏平 増之, 樋口 澄志, 春季大会講演集. I, 資源編, 15, 1, 53, 54, 2003年03月27日
日本語

波形解析によるディーゼルエンジンの異常診断に関する基礎研究 : ALMを用いる場合
石川 達也, ダウレン アクメトフ, 氏平 増之, 川村 洋平, 樋口 澄志, 春季大会講演集. I, 資源編, 15, 1, 55, 56, 2003年03月27日
日本語

ディーゼルエンジンの燃焼異常の判定システムに関する研究
川村 洋平, 氏平 増之, 石川 達也, 樋口 澄志, 春季大会講演集. I, 資源編, 14, 1, 181, 182, 2002年03月28日
日本語

採掘機械の振動データの伝送と異常診断処理速度について
川村洋平, 資源 素材2002秋季大会講演論文集, 2002年

北海道の小規模露天掘り炭鉱と生産設備
氏平 増之, 川村 洋平, 樋口 澄志, 玉置 富康, 資源・素材, 2001, 257, 260, 2001年09月24日
日本語

振動波形の分析による落下物重量の評価に関する研究
伊藤 史人, 氏平 増之, 川村 洋平, 今野 慎也, 安池 雅之, 樋口 澄志, 資源・素材, 2001, 395, 396, 2001年09月24日
日本語

建設機械用ディーゼルエンジンの不燃気筒の判定に関する研究 : Wavelet 解析を用いた場合
川村 洋平, 氏平 増之, 樋口 澄志, 資源・素材, 2001, 14, 14, 2001年09月24日
日本語

Wavelet解析によるディーゼルエンジンの不燃気筒の判定に関する研究
川村 洋平, 氏平 増之, 樋口 澄志, 駒崎 征明, 伊藤 史人, 一般発表(研究・業績発表)講演要旨集, 2001, 1, 256, 257, 2001年03月01日
日本語

時間-周波数解析による重機エンジンの診断
桐本 賢太, 川村 洋平, 氏平 増之, 緒方 純俊, 電気学会研究会資料. IM, 計測研究会, 2000, 40, 13, 18, 2000年10月05日
日本語

ディーゼルエンジンの不燃気筒の判定に関する研究
川村 洋平, 氏平 増之, 樋口 澄志, 中村 祥一, 駒崎 征明, 伊藤 史人, 一般発表(研究・業績発表)講演要旨集, 2000, 1, 132, 133, 2000年03月29日
日本語

スチールワイヤ型ケーブルセンサによる落石検知のフィールド実験
氏平 増之, 川村 洋平, 徳永 哲信, 駒崎 征明, 伊藤 史人, 一般発表(研究・業績発表)講演要旨集, 2000, 1, 204, 205, 2000年03月29日
日本語

スチールワイヤ型ケーブルセンサの感度に関する実験結果
氏平 増之, 川村 洋平, 徳永 哲信, 駒崎 征明, 伊藤 史人, 一般発表(研究・業績発表)講演要旨集, 2000, 1, 206, 207, 2000年03月29日
日本語

ケーブルセンサの感度特性に関する研究(その1)
氏平 増之, 川村 洋平, 佐藤 昌志, 駒崎 征明, 平間 和夫, 一般発表(研究・業績発表)講演要旨集, 1999, 1, 227, 228, 1999年03月
日本語

Encyclopedia of Mathematical Geosciences　　　　　　　　　　　　　　　
Mining Modeling
Springer, 2022年07月, 9783030260507, ［分担執筆］

Dhaka Megacity　　　　　　　　　　　　　　　
Kawamura,Youhei, Illustrating Quality of Life (QOL) in Dhaka City Corporation (DCC) area by integrating remote sensing and census data
Springer, 2013年, 英語, 学術書, ［分担執筆］

よくわかる農業施設学会用語解説集,　　　　　　　　　　　　　　　
川村,洋平, 信号処理
2012年, 日本語, 学術書, ［分担執筆］

ソノケミストリーを用いたリチウムイオン二次電池用鉄系正極材料の合成　　　　　　　　　　　　　　　
大川浩一, 川村洋平, 佐藤峰夫
超音波TECHNO, 2009年03月, 日本語, 学術書, ［監修］

第17回鉱山設計および設備選択に関する国際会議ならびに中国鉱山設計および設備選択に関する展示に参加して　　　　　　　　　　　　　　　
川村洋平, 島田英樹
岩の力学ニュース, 2009年01月, 日本語, 学術書, ［監修］

［研究室/プロジェクト紹介］ 筑波大学 川村研究室－Geo-Sensing－　　　　　　　　　　　　　　　
川村洋平
計測と制御, 2007年10月, 日本語, 学術書, ［監修］

筑波大学 川村研究室-Geo Sensing-　　　　　　　　　　　　　　　
川村洋平
超音波TECHNO, 2007年01月, 日本語, 学術書, ［監修］

超磁歪振動子による地中配管の検知システム　　　　　　　　　　　　　　　
川村洋平, 河宜成
超音波TECHNO, 2006年09月, 日本語, 学術書, ［監修］

コンビナート配管における損傷探査　　　　　　　　　　　　　　　
川村洋平
超音波TECHNO, 2006年09月, 日本語, 学術書, ［監修］

2006 SICE-ICASE International Joint Conference, Vols 1-13　　　　　　　　　　　　　　　
Kudo, Yuki, Aoshima, Nobuharu, Kawamura, Youhei, Study on estimation of the finite-length unknown input waveform from a given input waveform response
IEEE, 2006年01月, 9788995003848, 英語, 学術書, ［分担執筆］

2006 SICE-ICASE International Joint Conference, Vols 1-13　　　　　　　　　　　　　　　
Ito, Yu, Kawamura, Youhei, Muzutani, Koichi, Kuraoka, Senro, Cepstrum analysis applied to ultrasonic reflection wave detection wave method to investigate the depth and the damage of the pile
IEEE, 2006年01月, 9788995003848, 英語, 学術書, ［分担執筆］

2006 SICE-ICASE International Joint Conference, Vols 1-13　　　　　　　　　　　　　　　
Nagayama, Makoto, Kawamura, Youhei, Estimation of the engine revolution for statistical analysis of RMS value by using Prony method to detect misfiring cylinder of the diesel engine
IEEE, 2006年01月, 9788995003848, 英語, 学術書, ［分担執筆］

超音波を用いた転石の根入れ深さ探査システムの構築　　　　　　　　　　　　　　　
川村洋平
超音波TECHNO, 2005年05月, 日本語, 学術書, ［監修］

Proposal of Environmentally Sustainable Mining Development System Utilizing "Smart Mining +"　　　　　　　　　　　　　　　
Youhei KAWAMURA, Natsuo OKADA
The 3R International Scientific Conference on Material Cycles and Waste Management（3RINCs 2024）, 2024年03月17日, 英語, 口頭発表（一般）

北大ー九大 共同資源工学専攻と資源系教育コンソーシアム　　　　　　　　　　　　　　　
川村 洋平
「大学院教育改革フォーラム2023」意見交換会, 2023年12月01日, 日本語, シンポジウム・ワークショップパネル（指名）
［招待講演］

A Magnetic Climbing Robot for Steel Bridge Inspection　　　　　　　　　　　　　　　
Kawamura,Youhei
The 11th World Congress on Intelligent Control and Automation, 2014年, 英語, 口頭発表（一般）
China, ［国際会議］

The application of ZigBee Technology for underground Mine Communication and Monitoring Systems　　　　　　　　　　　　　　　
Kawamura,Youhei
Akita University Leading Program 2013 International Workshop, 2013年09月, 秋田大学, 英語, 口頭発表（招待・特別）
日本 秋田, ［招待講演］, ［国内会議］

An Investigation of Radio Wave Attenuation for ZigBee Network in Underground Mines　　　　　　　　　　　　　　　
Kawamura,Youhei
The 3rd Int. Symposium on Soft Computing and Disaster Control 2013, 2013年, 英語, 口頭発表（招待・特別）
Indonesia Bali, ［招待講演］, ［国際会議］

Underground Blasting Optimization by Artificial Intelligence Techniques　　　　　　　　　　　　　　　
Kawamura,Youhei
The 3rd Int. Symposium on Soft Computing and Disaster Control 2013, 2013年, 英語, 口頭発表（招待・特別）
Indonesia Bali, ［招待講演］, ［国際会議］

Emergency Management with ZigBee and GIS　　　　　　　　　　　　　　　
Kawamura,Youhei
15th International Symposium on Computational Intelligence and Industrial Applications, 2012年, 英語, 口頭発表（招待・特別）
Japan Sapporo, ［招待講演］, ［国内会議］

Development of DigBot for Monitoring the Underground Environment　　　　　　　　　　　　　　　
Kawamura,Youhei
15th International Symposium on Computational Intelligence and Industrial Applications, 2012年, 英語, 口頭発表（一般）
Japan Sapporo, ［国内会議］

Long-Term Operation of Landslide observation System Using ZigBee Modules　　　　　　　　　　　　　　　
Kawamura,Youhei
The 1st International Workshop on Soft Computing and Disaster Control, 2011年, 英語, 口頭発表（一般）
Indonesia Srabaya, ［国際会議］

Development of DigBot for Surveying the Underground after the Disaster　　　　　　　　　　　　　　　
Kawamura,Youhei
The 1st International Workshop on Soft Computing and Disaster Control, 2011年, 英語, 口頭発表（一般）
Indonesia Srabaya, ［国際会議］

Underground Imaging Method Using Magnified Cross-Correlation Analysis　　　　　　　　　　　　　　　
Ha, Euiseong, Kawamura, Youhei, Mizutani, Koichi, Kamohara, Akihiro, Okawa, Hirokazu
28th Symposium on Ultrasonic Electronics, 英語, 口頭発表（一般）
［国内会議］

磁着移動機構と磁界解析を用いた鉄道腐食検知センサシステムの開発　　　　　　　　　　　　　　　
宇津木隆裕, 川村洋平, 土方大輔
2010年度産業応用部門大会論文集_計測自動制御学会___, 日本語, 口頭発表（一般）
［国内会議］

資源開発阻害微生物の超音波処理　　　　　　　　　　　　　　　
細川亮太, 斉藤知直, 大川浩一, 川村洋平
資源・素材学会平成22年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

弾性波を用いたドリルビットの三次元位置推定法に関する基礎研究　　　　　　　　　　　　　　　
川村洋平, 田村潤平, 鎌形真伍, 持地英実
資源・素材学会平成22年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

ZigBeeを用いた地すべり監視システムの長期運用性の評価・検討　　　　　　　　　　　　　　　
川村洋平, 中畑裕也, 蟹江迪子, 倉岡千郎, 大川浩一
資源・素材学会平成22年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

オイルサンドからのビチューメン回収における超音波利用の検討　　　　　　　　　　　　　　　
大川浩一, 斉藤知直, 細川亮太, 川村洋平
資源・素材学会平成22年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

超磁歪震源を用いた極浅層領域のインバージョンイメージング　　　　　　　　　　　　　　　
川村洋平, 鎌形真伍, 中畑裕也, 大川浩一
資源・素材学会平成22年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

インバージョンアルゴリズムを用いた地中配管検知, 資源・素材学会　　　　　　　　　　　　　　　
川村洋平, 蒲原章裕, 水谷孝一, 大川浩一
資源・素材学会，平成21年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

DIGBOT開発のための二重反転ドリル性能評価　　　　　　　　　　　　　　　
阿部亮平, 川村洋平, 松島亘志, 村上和利, 上島和志
資源・素材学会，平成21年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

比内緑色凝灰岩採石場における課題から開発された資源有効利用技術　　　　　　　　　　　　　　　
大川浩一, 中村貴司, 菅原勝康, 川村洋平
資源・素材学会，平成21年度秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

PVT装置における重油粘度簡易計測手法の開発　　　　　　　　　　　　　　　
川村洋平, 安藤寛, 大川浩一, 菅井裕一, 佐々木久郎
資源・素材学会平成21年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

地中埋設物検知における楕円軌道輝度値法の有効性の検証　　　　　　　　　　　　　　　
蒲原章裕, 川村洋平, 大川浩一, 水谷孝一
資源・素材学会平成21年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

Zigbeeを用いた斜面ネットワークの構築　　　　　　　　　　　　　　　
川村洋平, 駒井雄一, 太田敬一, 倉岡千郎, 大川浩一
資源・素材学会平成21年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

磁歪振動子を入力として用いた表面波探査に関する基礎研究　　　　　　　　　　　　　　　
蒲原章裕, 川村洋平, 中里槙吾, 大川浩一, 水谷孝一
資源・素材学会平成20年秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

磁界を用いた土石流中の礫の位置計測システムの提案　　　　　　　　　　　　　　　
杉山文乃, 川村洋平, 松島亘志, 倉岡千郎, 大川浩一
資源・素材学会平成20年秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

楕円軌道輝度値法を用いた極浅層領域映像化手法の提案　　　　　　　　　　　　　　　
川村洋平, 蒲原章裕, 大川浩一, 水谷孝一
資源・素材学会平成20年秋季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

超磁歪振動子を用いた岩盤亀裂推定に関する研究　　　　　　　　　　　　　　　
浅香充慶, 川村洋平, 中里槙吾, 大川浩一, 水谷孝一
資源・素材学会平成20年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

地中埋設物検知への震源オフセットによる表面波減衰の利用　　　　　　　　　　　　　　　
川村洋平, 蒲原章裕, 河宜成, 水谷孝一, 大川浩一
資源・素材学会平成20年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

土石流流下実験における磁界を用いた位置計測システムの提案　　　　　　　　　　　　　　　
杉山文乃, 川村洋平, 松島亘志, 倉岡千郎, 大川浩一
資源・素材学会平成20年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

PVT装置の粘度計測システムに関する基礎研究　　　　　　　　　　　　　　　
中里槙吾, 川村洋平, 宮川雄磨, 大川浩一
資源・素材学会平成20年春季大会講演論文集_資源・素材学会___, 日本語, 口頭発表（一般）
［国内会議］

Development of Underground Mine Communication and Monitoring System by Using ZigBee Technology　　　　　　　　　　　　　　　
Kawamura,Youhei
8th Asian Rock Mechanics Symposium, Rock Mechanics, 英語, 口頭発表（一般）
Japan Sapporo, ［国内会議］

Prediction of Blast-Induced Ground Vibration at a Limestone Quarry and On-Going Project at WASM　　　　　　　　　　　　　　　
Kawamura,Youhei
Rock Breakage and Fragmentation Workshop 2014, 英語, 口頭発表（招待・特別）
Indonesia Yogjakarta, ［招待講演］, ［国際会議］

Mine Geotechnical Engineering　　　　　　　　　　　　　　　
Curtin University
2012年 - 2015年

Rock Breakage　　　　　　　　　　　　　　　
Curtin University
2012年 - 2015年

計測工学　　　　　　　　　　　　　　　
筑波大学
2004年04月 - 2011年03月

ジオセンシング特論　　　　　　　　　　　　　　　
筑波大学
2004年 - 2011年

文化遺産アセットの効率的利活用を目指したミュージアムDX技術の開発
科学研究費助成事業
2023年04月01日 - 2028年03月31日
和田 浩, 齋藤 義朗, 川村 洋平, 鳥屋 剛毅, 北原 格
日本学術振興会, 基盤研究(A), 独立行政法人国立文化財機構東京国立博物館, 23H00024

地中熱・地下水熱利用による脱炭素型熱エネルギー供給システムの構築　　　　　　　　　　　　　　　
SATREPS
2021年04月 - 2027年03月
JST, JICA, 秋田大学, 研究分担者

情報化施工および情報化防災を加速するAI岩盤・土壌自動評価システムの構築
科学研究費助成事業
2022年04月01日 - 2026年03月31日
川村 洋平, 北原 格, 澁谷 長史, 鳥屋 剛毅
日本学術振興会, 基盤研究(B), 北海道大学, 22H01580

Mining4.0時代における効率的な発破のためのデジタルツイン技術の共創
科学研究費助成事業
2021年10月07日 - 2025年03月31日
川村 洋平, 北原 格, 宍戸 英彦, 鳥屋 剛毅, 福田 大祐, 菊池 亮佑, PARK ILHWAN, 謝 淳
本共同研究は、世界の鉱業が目指す“2050年の低炭素型自動化・無人化鉱山操業”を牽引する次世代鉱山デジタルツインテクノロジーを開発するものである。自動化および無人化が最も必要とされる発破現場の切羽と発破起砕物（モックパイル）を対象に、３次元形状復元などの多次元情報処理と深層学習に代表される人工知能を統合することでCyber-Physical Blastingプラットフォームを構築する。その中で多様な発破シミュレーションおよび検証実験を繰り返し、モックパイル粒度分布推定や発破デザインなどの自動化システムを実装することにより、最適発破計画、発破効率向上、生産率向上、生産管理および安全管理を実現とするものである。
本研究チームは、鉱業界で世界随一の規模と研究体制を誇るの研究教育コンソーシアム“Mining Education Australia (MEA)”と関わりが深く、MEAが推し進める“未来のスマートマイニングに資する共同研究”に、本研究の研究成果である高度ICTを導入することで国際共同研究開発を加速・推進する。国内外の先進的な研究者で組織された学際研究チームが、上記コンソーシアムや海外資源採掘企業と緊密に連携しながら研究開発を実施することにより、実用化の先鞭を付けること目指す。
初年度である2021年度は研究スタートにあたり、チーム編成の見直しを図り、鉱業の上流から下流までをカバーできるよう若手研究者を呼び込んだ。結果、6名の若手研究と2名の教授にて共同研究を加速させるチーム構成とした。しかしながらコロナ禍で海外派遣が叶わなかったことから、国内での打ち合わせとZoomを主体としたWeb打ち合わせがメインの活動となった。海外拠点のCurtin大学とは夏期にWebinarを開催し十分な交流を実現した。国内では研究項目である採掘現場に適した多視点画像撮影方式の開発を完了した。
日本学術振興会, 国際共同研究加速基金(国際共同研究強化(B)), 北海道大学, 21KK0070

ドローンの姿勢制御パラメータを活用した三次元風向風速計測装置の開発　　　　　　　　　　　　　　　
大成学術財団 2024年度 研究助成
2024年04月 - 2025年03月
川村洋平, 岡田夏男
一般財団法人 大成学術財団, 研究代表者

道路路面の地盤変状の状態量から末梢系埋設管路の地震損傷を推定するアルゴリズム開発
科学研究費助成事業 挑戦的研究(開拓)
2022年06月 - 2025年03月
庄司 学, 永田 茂, 北原 格, 川村 洋平, 延原 肇, 丸山 喜久, 西尾 真由子
日本学術振興会, 挑戦的研究(開拓), 筑波大学, 22K18303

トンネル掘削現場における非接触湧水量計測技術の開発　　　　　　　　　　　　　　　
助成金
2023年04月 - 2024年03月
一般財団法人一樹工業技術奨励会, 研究代表者

輸送中の振動を受ける美術品の蓄積疲労予測システムの理論構築
科学研究費助成事業 基盤研究(B)
2020年04月 - 2024年03月
和田 浩, 川村 洋平, 小西 毅
平面形状と立体計上の代表として、屏風のオリジナルレプリカを用いた加振実験の結果を解析した。加振実験により、周波数毎の振動伝達特性を把握することができた。屏風のレプリカについては、骨下地と呼ばれる基本構造上で生じた振動が表面の和紙にどのように影響するのかについてさらに検証を進めた。検証に必要なシミュレーション解析を実施し、モデル化に向けての準備を開始した。今年度の研究成果については、以下に示す複数の学術会議にて報告することができた。
「施設内での文化財輸送時に台車上で生じる振動への対策」(文化財保存修復学会第42回大会 2020年7月10日)／「美術品レプリカを用いた加振実験について」(日本包装学会第29回年次大会研究発表会 2020年7月15日)／「輸送時に屏風構造を持つ美術品に発生する共振現象に関する基礎的研究」(日本文化財科学会第37回大会 2020年9月5日)／「屏風構造を持つ美術品の振動応答に関する基礎的研究」(日本機械学会2020年度年次大会 2020年9月16日)／「美術品に用いられる包装資材の評価に関する現状と課題」(JPI（日本包装技術協会）北海道支部2020年度包装懇話会 2020年11月25日)
日本学術振興会, 基盤研究(B), 独立行政法人国立文化財機構東京国立博物館, 研究分担者, 20H01383

資源採掘における掘削異常のAI診断に資する掘削補助装置の開発　　　　　　　　　　　　　　　
2022年08月 - 2023年07月
MMCリョウテック株式会社, 研究代表者

トンネリングのための岩種のAI判別に資するハイパースペクトル撮影技術の開発　　　　　　　　　　　　　　　
2021年11月 - 2023年03月
五洋建設株式会社

ハイパースペクトルと人工知能を活用した岩盤・土壌自動評価装置の開発　　　　　　　　　　　　　　　
A-Step トライアウト
2020年10月 - 2022年03月
JST, 北海道大学, 研究代表者

テーリングダム調査を目的とした地中ドローンの開発
科学研究費助成事業 挑戦的研究(萌芽)
2018年06月29日 - 2021年03月31日
川村 洋平, 伊達 央, 澁谷 長史
本申請課題は、採鉱活動の副産物となる“ずり”の貯蔵場である“テーリングダム”の内部を調査可能な地中ドローンを開発するものである。地中（粒状物質中）を自在に移動可能な地中ドローンは世界的にも見られない。抵抗の非常に大きい粒状物質中を移動できる地中ドローンの実現のために求められるコア技術は、革新的な掘削機構・推進機構およびその小型化である。本申請課題2つのコア技術を組み合わせることで、粒状物質中を自在に動き回り、必要な情報を収集することが可能となる地中ドローンを提案する。
掘削機構の開発では“ドリルビット形状の開発”を執り行った。現在のドリルビットは土用と砂用が共用であり、砂に対して最適な形状とは言い難い。粘性のない砂では、よりプロペラに近い形状が望まれ、また、ドリル自体からの推進力も期待できる。そこで、平成30年度は一般的な文献による知識から砂用ドリルビット形状を算出し、3Dプリンタで作製、評価した。また、計算結果と合わせて、金属製のドリルビットを作製した。
推進機構では2次元運動ヘビ型推進機構つまりサーボモータを直列に連結した多関節駆動装置を設計し、プロトタイプを製作した。最大トルク4.8Nmの5つのサーボモータを関節とした。間接 ピッチ・ヨー2自由度を持つ関節ユニットを開発した際、主体的な動きと補助的な動きを明確にモデリングすることにより、関節モーターの要求トルクに制限を設けた。反力の強い土に対してはコンサーティーナ（アコーディオン）運動を、流体のような挙動を示す砂に対しては蛇行運動を実現できるよう、制御装置を設計した。また、コンサーティーナ運動の際に、より強い反力を得るよう、アンカリング機構を追加で設けた。蛇行運動においてはサーペノイド曲線をその運動の支配的な運動原理とした。
日本学術振興会, 挑戦的研究(萌芽), 秋田大学, 18K18872

ハイパースペクトルカメラに係るデータ分析支援，分析基礎データ取得　　　　　　　　　　　　　　　
2020年04月 - 2021年03月
日本工営, 秋田大学, 研究代表者

AIによるトンネリング技術の開発　　　　　　　　　　　　　　　
2019年04月 - 2021年03月
鹿島建設, 秋田大学, 研究代表者

ハイパースペクトル撮影技術の開発　　　　　　　　　　　　　　　
2019年03月 - 2020年04月
五洋建設, 秋田大学, 研究代表者

美術品・輸送機関・梱包資材の振動特性情報を集積した安全輸送のためのシステム構築
科学研究費助成事業 基盤研究(B)
2016年04月01日 - 2020年03月31日
和田 浩, 川村 洋平, 松井 敏也
2018年度は、まず美術品の陸上輸送における輸送環境への走行路面の影響、走行速度の影響を検証した。基本的に車両速度が高いほど振動レベルは大きくなり、また、首都高速道路等の高架における伸縮接手箇所がトラック荷台上で生じる振動への影響が大きいことを検証した。付随する成果として車両の個体差、荷台上の位置による差異も考慮すべき因子であることも判明した。これらの成果は美術品の荷台への積込み位置を厳密に選択する際に有用なデータとなり得る。
また、これまでほぼ明らかにされなかった海上輸送時の環境データを解析し、その特徴を捉えることができた。海上航海中は非常に安定した輸送環境であったが、乗船および下船時にやや大きな振動レベルが生じることも検証した。
美術品の梱包に緩衝材として多用されるポリエチレンフォーム材の振動応答特性の評価試験によってその特性を検証した。具体的には緩衝材への静的荷重が大きいほど共振周波数が低周波側へシフトし、また緩衝材へ入力される振動加速度が大きいほど共振周波数が低周波側へシフトする特性を把握できた。この検証により、緩衝材の特性を評価する手法の一般化および評価に基づく梱包設計の手順を提案することができた。
さらに、美術品の素材が振動を繰り返し受けることによる損傷について、損傷に至るまでの加振回数と振動加速度との関係がS-N曲線によって表現できることを検証した。この検証が美術品の素材には輸送によって蓄積疲労現象が生じることに関する科学的な根拠となった。
最後に、これまでの研究成果をまとめ、美術品の陸上、海上、航空輸送時に生じる振動と衝撃の評価手法に関する新たな指標として"STAY Index 1.0"を定義し、提案することができた。
以上を、学会等発表、論文発表として成果をとりまとめ、社会への公表を行った。
日本学術振興会, 基盤研究(B), 独立行政法人国立文化財機構東京国立博物館, 16H03109

アンコール遺跡群における予防的保存に資する劣化・変形・環境観測システムの構築
科学研究費助成事業 基盤研究(B)
2016年04月01日 - 2020年03月31日
川村 洋平, 伊藤 豊, 中川 武, 水谷 孝一, 松井 敏也, 北原 格, 山田 俊亮, 河崎 衣美, 新谷 眞人
開始から3年度目になる平成30年度は、Wi-Fiアドホックを活用した准リアルタイムデータ回収・転送システムをアンコールトムバイヨン寺院に実装した。観測対象として、岩石コアの暴露台を准リアルタイム観測することとし、カメラおよび各種センサ、簡易データロガ、アクセスポイントを現地に設置した。また、前年からの引き続きとして通信アプリの改善に努め、バックグラウンドではないが簡単なスマートフォン操作にてデータが伝送が可能となるようにアプリを再設計・実装した。現地調査員に本アプリがインストールされたスマートフォンを携帯させ、日々のモニタリングデータを集約している。また、事務所からクラウドにてモニタリングデータをアップロードし、遠く離れた日本にてそのデータを確認できるようクラウドシステムを現地事務所に設置した。これにより定期的な長期モニタリングが可能となった。現在はデータの収集に努めている。
浮き彫り劣化を検知するための3次元モデル生成手法に関しては、対象とする石柱（浮き彫り有り）を特定し、平成29年からの1年間の経年変化を解析している。また、撮影時期の違う映像からの3次元モデル復元手法を新たに開発し、3次元モデルによる劣化検知の手法にロバスト性を持たせている。また、現在、アーカイブしたモデルからクラスタリング技術により、ノイズと実際の変化を判断しノイズを除去する手法を開発している。
上記の3次元計測とWi-Fi無線データ通信が実装できたことから、今後の長期モニタリングの可能性が高まっている。
日本学術振興会, 基盤研究(B), 秋田大学, 16H05636

３Dフォトグラメトリーによる発破ずりの粒度分布計測に関する研究　　　　　　　　　　　　　　　
石灰石利用に関する基礎研究
2019年04月 - 2020年03月
石灰石鉱業協会, 研究代表者

振動解析による掘削補助装置の開発　　　　　　　　　　　　　　　
2018年04月 - 2020年03月
MMCリョウテック, 秋田大学, 研究代表者

強震動と液状化の複合作用を受けるライフラインネットワークの被害推定システムの開発
科学研究費助成事業 基盤研究(A)
2016年04月 - 2020年03月
庄司 学, 吉見 雅行, 川村 洋平, 永田 茂, 八木 勇治, 北原 格, 丸山 喜久, 先名 重樹
平成30年度においては，1番目の研究目的を達成するために，本研究を通じて蓄積してきた1995年兵庫県南部地震から2018年北海道胆振東部地震に至る被害ビックデータに基づいて，被害推定システムに組み込む指標の体系的な分析を行なった．上・下水道埋設管及び通信埋設管に対象を絞った上で，埋設管の属性を表わすネットワークデータと，ボーリング調査，土質試験，透水試験，表面波探査等による埋設地盤データをマッチングさせ，ネットワークデータを埋設地盤データの特徴量で類型化した．研究代表者の庄司と研究分担者の永田及び先名がこのパートを担当した．次に，2016年熊本地震を対象とした場合のネットワーク敷設下の工学的基盤へのサイト波を有限差分計算に基づき推計した上で，熊本県益城町エリア等を対象として，ネットワークの埋設地盤に対する有効応力解析の結果を前述の研究パートと連結し，指標の精度向上に関する検討を行なった．研究分担者の八木並びに吉見が震源過程並びに地下構造のモデル化の観点からこのパートを担当した．
併行して，2番目並びに3番目の研究目的を達成するために，被害推定システムのユーザーとなる事業者や自治体の観点から見たシステム要件を踏まえ，a. 想定されるハザード情報，b. ハザードに暴露されるネットワーク情報，及び，c. ネットワークの被害情報の3タイプの「ユーザー情報」のわかりやすさと魅せ方を併せ持つ被害推定システムの開発を試みた．特に，3番目の研究目的を達成するために，ライフラインネットワークに関わる事業者や自治体の中から茨城県や熊本県，仙台市等を候補として，システムの実装に関する検討を行なった．
日本学術振興会, 基盤研究(A), 筑波大学, 16H01842

アンコール遺跡群における砂岩浮き彫りの包括的な保存修復に関する研究　　　　　　　　　　　　　　　
科学研究費補助金 基盤研究(A)
2013年 - 2016年
松井敏也
協力者
日本学術振興会, 競争的資金

災害発生後の人的被害把握に関する研究　　　　　　　　　　　　　　　
日本‐インドネシア二国間交流事業
2011年 - 2013年
安信誠二
分担者
日本学術振興会, 競争的資金

Fundamental Study on Non-destructive Testing Method for Foundation Pile using Giant-magnetostriction Vibrator　　　　　　　　　　　　　　　
2013年
川村洋平
研究代表者, 競争的資金

Improving Student’s Strategic and Technical Skills through a Meaningful Interaction with Mining Industry　　　　　　　　　　　　　　　
2013年
Erkan Topal
Institute of Mining & Metallurgy, 競争的資金

ZigBeeを用いた地すべり監視ユビキタスセンシングネットワークの構築
科学研究費助成事業 挑戦的萌芽研究
2011年 - 2012年
川村 洋平, 太田 敬一
本研究では、無線通信の標準規格のひとつであるZigBeeを活用した斜面監視システムを提案している。ZigBeeを採用した理由は以下の2つの観点からである。
1)一つのネットワークに接続できる端末が多いことから対象斜面全体に柔軟にネットワーク構築ができる。
2)マルチホップ機能により、端末同士が相互にデータを転送し合うことにより、斜面の麓までデータ伝送することができる。
麓まで伝送されたデータは、公衆回線を利用して任意の計測室まで転送することができる。広域な地すべり斜面にZigBee設置する場合、接続形態としてデータ伝送を端末同士連携しながら行うことができるメッシュ型を用いる必要がある。メッシュ型を用いる場合、ZigBeeをZigBeeルータとして設定するがZigBeeルータは定期的に通信できることを確認するため端末は常に起動しており、待機電力が大きくなる。この電源消費量の問題に対する対策方法として本研究では、ZigBeeルータでありながらスリープが可能なGeoSenseを開発し斜面監視システムとして動作させた。また、315MHz特定小電力無線帯および413MHzアマチュア無線帯を起動信号として利用するトリガシステムを開発した。各ZigBeeにトランスミッタと、レシーバ組み込み、スイッチが入ったZigBeeは、周辺のZigBeeを起動させるために起動信号の電波を送る。周辺のZigBeeは、レシーバで起動信号を受信してZigBeeを起動させネットワークを自律的に構築できるようにした。
最終年は実際に地すべりが発生している地すべり警戒地域に本システムを設置し実規模計測を行った。計測期間に地すべりが発生しなかったことから、地すべりをトリガとした計測は実現できなかったが、人為的にトリガを超えさせることにより、すべてのZigBeeメードが起動し.ネットワークを構築できることを確認した。
日本学術振興会, 挑戦的萌芽研究, 筑波大学, 研究代表者, 競争的資金, 23651176

百kHz帯超音波を用いたオイルサンドからのビチューメン 高効率抽出技術に関する基礎研究　　　　　　　　　　　　　　　
出資金による受託研究
2010年08月 - 2011年07月
大川 浩一
本研究課題はオイルサンドから超重質油・ビチューメンを熱水抽出する過程において超音波を補助的に使用し、高効率に回収することを目的とした基礎研究である。カナダのアルバータ州産および秋田県二ツ井町産オイルサンドを対象とし、超音波は、溶液中に均一および広範囲に微細気泡を生成することができる数百kHzを使用する。超音波を用いることで、どの程度まで低温で、かつ低薬品添加量で回収することができるか検討する。
ＪＯＧＭＥＣ, 競争的資金

小型地盤・月面掘削ロボット（DigBot）の開発」　　　　　　　　　　　　　　　
出資金による受託研究
2010年04月 - 2011年03月
川村洋平
JST A-STEP(フリージビリティスタディ)
ＪＳＴ, 研究代表者, 競争的資金

地面掘削用小型ロボットにおける二重反転ドリルビットの開発　　　　　　　　　　　　　　　
国内共同研究
2009年07月 - 2011年03月
川村洋平
(株)ユニバンス, 研究代表者, 競争的資金

超音波化学作用を用いたカナダ産オイルサンドからのビチューメン高効率回収方法の開発
科学研究費助成事業 若手研究(B)
2010年 - 2011年
大川 浩一, 川村 洋平, 香田 忍, 佐々木 久郎, 菅井 裕一
超音波を用いてオイルサンドからビチューメンを水溶液中で分離した。有機溶剤を使用せずに、できるだけ低温にて高効率で分離回収することを目標とした。超音波は分散作用や剥離作用が期待できる28kHzと化学作用が期待できる200kHzを使用した。溶液温度は45℃と85℃で行った。45℃では28kHzのみビチューメンが回収できた。85℃ではビチューメンの粘度が温度上昇に伴って低下したために、剥離作用が強い28kHz、弱い200kHzともに回収が可能であった。過酸化水素と超音波の併用についても実験を行ったところ、100ppm以上の添加で良好な結果が得られた。過酸化水素由来の酸素ガスがオイルサンド表面に付着することが良好な結果を導いた。200kHzの超音波による化学作用で生成した過酸化水素は、15分照射で10ppm程度であったため十分には寄与しなかった。しかしながら、高周波数超音波は照射による生成気泡数が多く、気泡圧壊に伴う剥離作用の領域が広いため、80℃以上の環境では過酸化水素と併用することでオイルサンドからビチューメンを高効率で回収可能であることが明らかになった。
日本学術振興会, 若手研究(B), 秋田大学, 競争的資金, 22760648

川村プロジェクト　　　　　　　　　　　　　　　
筑波大学産学連携プロジェクト
2011年
川村洋平
筑波大学学内プロジェクト奨励研究, 研究代表者, 競争的資金

国際連携プロジェクト海外長期派遣　　　　　　　　　　　　　　　
筑波大学国際連携プロジェクト
2011年
川村洋平
筑波大学, 研究代表者, 競争的資金

地面掘削用小型ロボットにおける組込み制御部の開発　　　　　　　　　　　　　　　
国内共同研究
2009年07月 - 2010年03月
川村洋平
（株）北海道電子機器, 研究代表者, 競争的資金

ZigBeeによる土木ユビキタスネットワークの開発　　　　　　　　　　　　　　　
その他
2008年09月 - 2010年03月
川村洋平
奨学寄附金
日本工営（株）, 研究代表者, 競争的資金

波の定規で世界を測る　　　　　　　　　　　　　　　
研究成果公開促進費
2010年 - 2010年
川村洋平
日本学術振興会, 研究代表者, 競争的資金

PVT装置における粘度計測装置の開発に関する研究　　　　　　　　　　　　　　　
出資金による受託研究
2008年08月 - 2009年03月
川村洋平
（財）石油天然ガス・金属鉱物資源機構, 研究代表者, 競争的資金

RPD研究開発における地耐力計測　　　　　　　　　　　　　　　
その他
2007年12月 - 2008年03月
川村洋平
請負研究
（株）丸順エンジニアリング、関東財務局, 研究代表者, 競争的資金

RPD研究開発における液状化計測　　　　　　　　　　　　　　　
その他
2007年12月 - 2008年03月
川村洋平
請負研究
（株）丸順エンジニアリング、関東財務局, 研究代表者, 競争的資金

高周波数超音波照射による水の化学反応を利用した新規凝集沈殿方法の開発
科学研究費助成事業 若手研究(B)
2007年 - 2008年
大川 浩一, 川村 洋平, 佐藤 峰夫, 上松 和義, 佐々木 久郎, 香田 忍, 安田 啓司, 菅原 勝康
比内緑色凝灰岩懸濁液を中心に、超音波の化学反応を利用した新規凝集方法を検討した。比内緑色凝灰岩懸濁液はpH7 でゼータ電位-40mV を有すが、pH4 で0mV となり沈殿することが明らかとなった。そこで高周波数域の超音波を懸濁液へ照射することにより得られるラジカルや硝酸に着眼し、ゼータ電位0mV であるpH 域まで照射することで、緑色凝灰岩懸濁液から懸濁粒子を沈殿回収することに成功した。本研究は高周波数の超音波照射により、水と空気から沈殿に必要な酸性化剤を生成するため、外部からの薬品添加を一切必要としなかった。超音波照射による酸性化は、溶存空気量に依存するため、溶液の温度が低いほどその効率は高いことが明らかになった。また、高周波数の照射では粒子の微細化は抑制されていた。緑色凝灰岩のみならず、他の懸濁液に対しても有効であった。
日本学術振興会, 若手研究(B), 秋田大学, 競争的資金, 19760586

土粒子運動から構築する低速~高速地盤流動構成モデルの開発と応用
科学研究費助成事業 基盤研究(B)
2006年 - 2008年
山田 恭央, 松島 亘志, 川村 洋平, 今泉 文寿, 倉岡 千郎, 小長井 一男, 竿本 英貴
本研究では、液状化のような比較的低速度地盤流動から、土石流のような高速流動までを統一的に表現できる構成モデルの形式を、土粒子運動をベースに構成した。また、石礫型土石流の流体力に及ぼす粒子サイズの影響についても理論的検討を行った。更に、そのような地盤流動を、統一的に表現する解析手法としてSPH法を用い、その「粒子性」を利用して様々な地盤流動を比較的簡便に再現できることを示した。地盤流動実験や観測のための新手法の開発も行った。
日本学術振興会, 基盤研究(B), 筑波大学, 18360223

超磁歪振動子を用いた岩盤斜面の安定性評価
科学研究費助成事業 若手研究(B)
2006年 - 2008年
川村 洋平
本研究では超磁歪振動子を入力に用いて岩盤斜面の安定性を評価すための手法を確立するために、コンクリートブロックの寸法推定実験及び実規模実験として凝灰岩の採石場にて凝灰岩の損傷検査を行った。解析手法として相互相関法、信号圧縮法、およびケプストラム解析を適用した。それぞれの解析の結果、ケプストラム解析が最も簡易な計測方法で良好な結果を得られることを確認した。また、その適用性を向上させるために、入力波形として連続した正弦波及び正弦波1波を適用し、入力波形に応じた改善策を提案した。
日本学術振興会, 若手研究(B), 筑波大学, 研究代表者, 競争的資金, 18760357

土粒子運動から構築する低速～高速地盤流動構成モデルの開発と応用　　　　　　　　　　　　　　　
科学研究費助成事業基盤研究（B)
2006年 - 2008年
山田恭央
分担者
日本学術振興会, 競争的資金

表面波探査によるロータピックドレン工法の検証　　　　　　　　　　　　　　　
その他
2006年10月 - 2007年03月
川村洋平
奨学寄附金
研究代表者, 競争的資金

大規模空間における作物生育環境センシンググリッドの開発研究
科学研究費助成事業 基盤研究(B)
2005年 - 2007年
水谷 孝一, 若槻 尚斗, 川村 洋平, 佐瀬 勘紀, 奥島 里美, 石井 雅久, 増山 裕之
本研究は大規模空間における作物生育環境における様々のパラメータをモニタリングするための新しい手法を提案するものである。大規模空間において気温や風速などをモニタリングする場合,従来は多数のセンサを配置する必要があった。音響波は気温や風速を反映して見かけ上の音速が変化することに着目し、測定のための理論を整備した(第2章)。これに基づき,音波伝搬時間を精密に測定することにより音波の伝搬経路に沿った気温や風速の空間平均値を測定することができる音響波プローブを構成した(第3章)。音響波プローブを用いて実際に作物の生育環境のモニタリングの一環として,ハウス内温度・霧・浅層地中探査及び土質評価を行った(第4章)。大規模空間での計測に対応するため,音響波プローブの長基線化とセンサ間での情報の授受に無線ネットワークを用いることによりネットワークセンサを構成しシステム全体のシンプル化を図った(第5章)。ネットワークセンサを用いて生育環境パラメータの分布測定を行った。音響センサを対象領域の周囲に配置し,CT法により風向・風速分布および温度分布のモニタリングが可能であることを示した(第6章)。さらなる大規模化に対応し空間における生育環境のパラメータを系統的にモニタリングするため,ネットワークセンシンググリッドによる計測を提案した。これは対象空間内に音響センサをグリッド状に分散配置し,任意の音響センサの組み合わせでパラメータを取得し,測定値をコントローラに集約するものである。ユニットセルの考え方を導入することによりシステム全体を高い自由度で構成できる。実験では一つのユニットセル内でマトリクス法を用いて温度分布を求めている(第7章)。
本研究で得られた成果は,大規模植物工場における環境制御,就業者の快適な労働環境の確保,収穫量の増加などにつながり,ひいては施設園芸技術・広く産業の発展に貢献できるものである。
日本学術振興会, 基盤研究(B), 筑波大学, 競争的資金, 17380149

ローテータ方式杭工法に関する研究　　　　　　　　　　　　　　　
その他
2005年10月 - 2006年03月
川村洋平
（株）丸順重工, 研究代表者, 競争的資金

ローテータ方式砕石杭工法に関する研究　　　　　　　　　　　　　　　
企業からの受託研究
2005年10月 - 2006年03月
金久保利之
丸順重工（株）, 競争的資金

セラミック圧電素子を用いた超音波直接加振による転石根入れ深さ探査
科学研究費助成事業 若手研究(B)
2004年 - 2005年
川村 洋平
近年、自然災害による被害が多発している。その多くは落石による被害である。転石は岩石の一部が地表面に露出している以外は地中に埋っているため、その体積・根入れ深さの調査は容易ではない。この転石が多量の雨や地震等により落石となる。本研究は露岩部からの調査により、転石の根入れ深さを推定することを目的としている。転石根入れ深さを推定可能となれば、その転石の安定度が判別できる。従来法としては弾性波の入力部にハンマーを用いている。この手法は大きな入力を発生させることができる反面、精度および再現性に問題があった。一方、精密機械や構造物に対し、非破壊検査で用いられる手法としては超音波法が挙げられる。こちらは精度が高い反面、探査深度が浅くなるという問題があった。
本研究ではこれらの問題点を解決すべく、高精度で探査深度の深い転石根入れ深さ探査システムの構築を行った。入力部には圧電セラミックス、受信部には高感度AEセンサを採用することにより、大出力、高精度を実現することが可能となった。
基礎実験には長軸900mmのコンクリートブロックと1400mmの白御影石を使用、実規模実験においては地中に埋められている長軸1360mmの街頭基礎を供試体として用いた。解析手法としてはチャープ波を使った自己相関分析および正弦波・チャープ波を使ったケプストラム解析を行った。その結果、実規模においても誤差5%以内で良好な根入れ深さ推定を行うことに成功した。自己相関分析においては条件に合った入力波を作成することが出来れば誤差1%以内の非常に良好な結果が得られるが、その条件を満たすのが困難である。ケプストラム解析においては入力振幅を大きくすることにより、ある程度の結果が見込める。これらを統合することによりシステムの完成度が飛躍的に向上する結果となった。
日本学術振興会, 若手研究(B), 筑波大学, 16760387

セラミック圧電素子を用いた超音波直接加振による転石根入れ深さ探査　　　　　　　　　　　　　　　
若手研究(B)
2005年
川村洋平
日本学術振興会, 研究代表者, 競争的資金

移動通信網を用いた重機管理システムの開発　　　　　　　　　　　　　　　
競争的資金

鉱石の判別方法及び、鉱石の選別方法　　　　　　　　　　　　　　　
特許権, 川村洋平, 柴山敦, 芳賀一寿, JX金属、秋田大学
特願2020-149395, 2020年

風向風速計測方法及び風向風速計測システム　　　　　　　　　　　　　　　
特許権, 川村洋平, 伊達央, 秋田大学
特願2019-074309, 2019年12月01日

対象物推定装置　　　　　　　　　　　　　　　
特許権, 川村洋平, 安達毅, 伊藤豊, 秋田大学、安藤・間
特願2017-083872, 2017年

三次元被写体形状推定装置　　　　　　　　　　　　　　　
特許権, 川村洋平, 北原格, Jang Hyongdoo, 筑波大学
特願2016-008446, 2016年

地中移動体位置推定システム　　　　　　　　　　　　　　　
特許権, 川村洋平, 田村潤平, 筑波大学
特願2010-200351, 2010年09月07日
地中移動体の位置を弾性波によって計測する

ドリルヘッド位置推定システム　　　　　　　　　　　　　　　
特許権, 川村洋平, 田村潤平, 持地英実, 佐々木直人, 筑波大学、（株）多田建設
特願2010-200096, 2010年09月07日
ＨＤＤ工法におけるドリルビット先端位置を弾性波によって計測する

掘削装置　　　　　　　　　　　　　　　
特許権, 川村洋平, 土方大輔, 筑波大学、ユニバンス、北海道電子機器
2009-189417号, 2009年10月

掘削装置　　　　　　　　　　　　　　　
特許権, 川村洋平, 阿部亮平, 筑波大学、北海道電子機器
特願2009-154197号, 2009年06月

掘削装置およびドリルビットユニット　　　　　　　　　　　　　　　
特許権, 川村洋平, 阿部亮平, 飯高, 筑波大学
特願2009-063326号, 2009年03月20日

2次元画像データ生成方法および探査装置　　　　　　　　　　　　　　　
特許権, 河宜成, 川村洋平, 筑波大学
特願2008-051222号, 2008年11月01日

埋没物体の非破壊形状診断およびその装置　　　　　　　　　　　　　　　
特許権, 川村洋平, （株）日本工営
特願2004-260634号, 2004年09月01日

不燃気筒検出装置　　　　　　　　　　　　　　　
特許権, 川村, 洋平, 氏平増之
特願2000-28000号, 2000年

三菱商事株式会社研修（資源講座）　　　　　　　　　　　　　　　
2023年11月15日
講師
三菱商事株式会社

サイエンスレクチャー2023　　　　　　　　　　　　　　　
2023年10月14日
講師
セミナー・ワークショップ
読売新聞北海道支社

サイエンス・カフェ札幌　　　　　　　　　　　　　　　
2023年09月10日
出演
セミナー・ワークショップ
北海道大学 大学院教育推進機構 オープンエデュケーションセンター、科学技術コミュニケーション教育研究部門（CoSTEP）

旭川工業高等専門学校出前授業　　　　　　　　　　　　　　　
2023年09月06日
講師
出前授業
旭川工業高等専門学校

住友商事株式会社研修（採鉱学・発破）　　　　　　　　　　　　　　　
2023年07月11日
講師
住友商事株式会社

北大道新アカデミー　　　　　　　　　　　　　　　
2023年05月20日
講師
株式会社道新文化センター

双日株式会社研修（鉱山開発技術のDX）　　　　　　　　　　　　　　　
2023年02月27日
講師
双日株式会社

三菱商事株式会社研修（鉱山工学）　　　　　　　　　　　　　　　
2020年11月
講師
出前授業
三菱商事株式会社

帯広柏葉高校出前講義（スマートマイニング）　　　　　　　　　　　　　　　
2020年06月
講師
出前授業
帯広柏葉高校

住友商事株式会社研修（鉱山工学）　　　　　　　　　　　　　　　
2019年11月
講師
出前授業
住友商事株式会社

防災テクノロジーの進化　　　　　　　　　　　　　　　
2019年08月 - 2019年09月
講師
講演会
秋田大学
秋田大学国際資源学部公開講座

秋田大学国際資源学部公開講座　　　　　　　　　　　　　　　
2019年
講師
講演会
秋田大学

院内銀山を利活用した地域発展　　　　　　　　　　　　　　　
2017年10月
助言・指導, 企画
その他
湯沢市

学際的資源開発研究会（会長）　　　　　　　　　　　　　　　
2017年
企画
川村洋平

Clean power initiative boosts energy access in Tajikistan　　　　　　　　　　　　　　　
2023年12月
本人以外
Nature Portfolio
Nature Portfolio
［新聞・雑誌］

製鉄でもCO2減豪中連携（分析）　　　　　　　　　　　　　　　
2019年11月
本人以外
日本経済新聞
コメント, ［新聞・雑誌］

5年で大化け！サイエンス＆ベンチャー105発　　　　　　　　　　　　　　　
2019年10月
本人以外
週刊 ダイヤモンド
月面開発, ［新聞・雑誌］

秋田大アフリカ資源シンポ開く　　　　　　　　　　　　　　　
2018年12月
本人以外
日刊産業新聞
［新聞・雑誌］

どうする地域活性化　　　　　　　　　　　　　　　
2018年12月
秋田さきがけ新報
［新聞・雑誌］

バーチャルで見る 院内銀山と院内の町並み　　　　　　　　　　　　　　　
2018年04月
本人以外
ABSラジオ
Radipal
［テレビ・ラジオ番組］

鉱山VR　　　　　　　　　　　　　　　
2017年12月
AKT秋田テレビ
プライムニュース秋田
［テレビ・ラジオ番組］

2012年 - 2012年
Regional council in Queensland, Advisor, Queensland