SEARCH
Search Details
Tani Ryuichi
| Faculty of Engineering Civil Engineering Natural Disasters and Adaptation | Associate Professor |
Researcher basic information
■ Degree■ URL
researchmap URLホームページURL■ Various IDs
Researcher number
- 80908426
Research KeywordResearch Field
- Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention), Civil engineering plan and transportation engineering, 交通計画
- Bachelor's degree program, School of Engineering
- Master's degree program, Graduate School of Engineering
- Doctoral (PhD) degree program, Graduate School of Engineering
Career
■ CareerCareer
- Jul. 2025 - Present
北海道大学大学院工学研究院, 准教授 - Apr. 2021 - Jun. 2025
北海道大学大学院工学研究院, 助教 - Jan. 2021 - Mar. 2021
北海道大学大学院工学研究院, 日本学術振興会特別研究員PD - Apr. 2020 - Dec. 2020
Hokkaido University, Graduate School of Engineering, 日本学術振興会特別研究員DC2
- Apr. 2018 - Dec. 2020, Hokkaido University, Graduate School of Engineering, Division of Engineering and Policy for Cold Regional Environment, Japan
- Apr. 2016 - Mar. 2018, Hokkaido University, Graduate School of Engineering, Division of Engineering and Policy for Cold Regional Environment, Japan
- Apr. 2012 - Mar. 2016, Hokkaido University, School of Engineering, Department of Socio-Environmental Engineering, Japan
- Apr. 2008 - Mar. 2011, 石川県立七尾高等学校
Research activity information
■ Awards- Sep. 2025, Eastern Asia Society for Transportation Studies (EASTS), THE BEST PAPER AWARD for Theoretical Development
Bottleneck Capacity Optimization Model Considering Network-level Dynamic Evacuation Traffic
Kenshiro Oshima;Ryuichi Tani;Kenetsu Uchida
- Optimal Toll Setting Model Considering the Spread of Semi-Autonomous Vehicles with Variable Driving Modes Within a Trip
Sorachi MATSUMOTO; Shuto KURIHARA; Ryuichi TANI; Kenetsu UCHIDA
Journal of the Eastern Asia Society for Transportation Studies, 16, 17 Feb. 2026, [Peer-reviewed]
English, Scientific journal - Effective travel time surplus maximization stochastic user equilibrium model considering travel time reliability
Shunsuke ABE; Ryuichi TANI; Kenetsu UCHIDA
Journal of the Eastern Asia Society for Transportation Studies, 16, 15 Jan. 2026, [Peer-reviewed]
English, Scientific journal - A small-scale microeconomic model to evaluate the road network policy under the mixed flow of autonomous vehicles and human-driven vehicles
Ryuichi Tani; Kenetsu Uchida
Transport Policy, 11 Aug. 2025, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal, 33018685;47703327 - Operation Model for Shared Autonomous Vehicles Which Affect Congestion
Sorachi Matsumoto; Ryuichi Tani; Kenetsu Uchida
International Journal of Intelligent Transportation Systems Research, Springer Science and Business Media LLC, 08 May 2025, [Peer-reviewed]
English, Scientific journal - Reliable pathfinding problems for a correlated network: A linear programming problem in a hypergraph
Kenetsu Uchida; Yifan Wang; Ryuichi Tani
European Journal of Operational Research, Elsevier BV, 25 Apr. 2025, [Peer-reviewed]
Scientific journal - Path selection and network equilibrium under non-extreme flood disturbances
Yifan Wang; Ryuichi Tani; Kenetsu Uchida
Transportation, Springer Science and Business Media LLC, 03 Feb. 2025, [Peer-reviewed]
English, Scientific journal - A numerical solution method for the fractional moment problem within engineering
Yifan Wang; Ryuichi Tani; Kenetsu Uchida
Engineering Computations, Emerald, 03 Feb. 2025, [Peer-reviewed]
Scientific journal, Purpose
In the field of engineering, the fractional moments of random variables play a crucial role and are widely utilized. They are applied in various areas such as structural reliability assessment and analysis, studying the response characteristics of random vibration systems and optimizing signal processing and control systems. This study focuses on calculating the fractional moments of positive random variables encountered in engineering. This study focuses on calculating the fractional moments of positive random variables encountered in engineering.
Design/methodology/approach
By integrating Laplace transforms with fractional derivatives, both analytical and practical numerical solutions are derived. Furthermore, specific practical application methods are provided.
Findings
This approach allows for the stable and highly accurate calculation of fractional moments based on the integer moments of random variables. Data experiments included in this study demonstrate the effectiveness of this method in solving fractional moment calculations in engineering. Compared to traditional methods, the proposed method offers significant advantages in stability and accuracy, which can further advance research in the engineering field that employs fractional moments.
Originality/value
(1) Accuracy: Although the proposed method does involve some error, its error level is significantly lower than traditional methods, such as the Taylor expansion method. (2) Stability: The computational error of the proposed method is not only minimal but also remains stable within a narrow range as the fractional order varies. (3) Efficiency: Compared to the widely used Taylor expansion method, the proposed method requires only a minimal number of integer-order moments to achieve the desired results. Additionally, it avoids convergence issues during computation, greatly reducing computational resource requirements. (4) Simplicity: The application steps of the proposed method are very straightforward, offering significant advantages in practical applications. - Multiclass Traffic Assignment Model Considering Heterogeneous Stochastic Headways of Autonomous Vehicles and Human-Driven Vehicles
Ryuichi Tani; Teppei Kato; Kenetsu Uchida
International Journal of Intelligent Transportation Systems Research, 16 Oct. 2024, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal - Tourist excursion model considering trip chain choice and duration of stay
Ryuichi Tani; Haruki Shimizu; Kenetsu Uchida; Daisuke Fukuda
Asian Transport Studies, 10, Aug. 2024, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal - A Method for Estimation of Traffic States Considering Floating Car Data in a Large Network
Kaifeng DUAN; Ryuichi TANI; Kenetsu UCHIDA; Keita ZUSHII; Osamu NAGAOKA
Journal of the Eastern Asia Society for Transportation Studies, 20 Jun. 2024, [Peer-reviewed]
English, Scientific journal - Estimation of macroscopic traffic flow model and traffic capacity considering road surface conditions during snowfall
Teppei KATO; Ryuichi TANI; Kenetsu UCHIDA; Kazunori MUNEHIRO
Journal of the Eastern Asia Society for Transportation Studies, 15, 346, 360, 2024, [Peer-reviewed]
English, Scientific journal - Changes in Trip and Modal Choice Importance Before and During COVID-19 in Metro Manila, Philippines
Dianne ANCHETA; Ryuichi TANI; Ken-etsu UCHIDA
Journal of the Eastern Asia Society for Transportation Studies, 15, 361, 373, 2024, [Peer-reviewed]
English, Scientific journal - Estimation of stochastic link capacity and link performance function including uncertainty of driver’s behaviour
T. Kato; K. Uchida; R. Tani; K. Munehiro
Transportmetrica A: Network Science, 01 Jun. 2023, [Peer-reviewed]
English, Scientific journal - The relationship of social vulnerability and travel behavior with COVID-19 in Metro Manila, Philippines
Dianne Pacis Ancheta; Ryuichi Tani; Ken-etsu Uchida
Asian Transport Studies, 9, 100093, 100093, Elsevier BV, Jan. 2023, [Peer-reviewed]
English, Scientific journal - Analysis of the effect of bundled airport privatization on an airline network
Ryuichi Tani; Ibuki Takashima; Teppei Kato; Toru Tamura; Kenetsu Uchida
Transport Policy, 124, 203, 211, Elsevier BV, Aug. 2022, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal - Travel time reliability-based optimization problem for CAVs dedicated lanes
Ryuichi Tani; Agachai Sumalee; Kenetsu Uchida
Transportmetrica A: Transport Science, 1, 32, Jul. 2022, [Peer-reviewed], [Lead author, Corresponding author], [Internationally co-authored]
English, Scientific journal - Ridesharing Traffic Flow Model based on Link-based Kinematic Wave Theory
Ryuichi TANI; Tomoya NAKAUCHI; Kenetsu UCHIDA
Journal of the Eastern Asia Society for Transportation Studies, 14, 634, 646, 24 Jun. 2022, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal - CONTINUOUS RELAXATION APPROACH FOR OPTIMAL DEPLOYMENT OF AUTONOMOUS VEHICLE DEDICATED LINKS CONSIDERING THE MIXED FLOW OF AUTONOMOUS AND HUMAN-DRIVEN VEHICLES
S. Nitta; R. Tani; K. Uchida
Proceedings of the 26th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2022, 481, 489, 2022, [Peer-reviewed]
International conference proceedings - RELIABLE SHORTEST PATHFINDING METHOD IN A CORRELATED ROAD NETWORK: HYPERGRAPH APPROACH
K. Uchida; R. Tani
Proceedings of the 26th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2022, 187, 195, 2022, [Peer-reviewed]
International conference proceedings - PATH-BASED OPTIMIZATION MODEL FOR DEPLOYING AV DEDICATED LINK
Ryuichi Tani; Sho Nitta; Kenetsu Uchida
Proceedings of the 25th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2021: Sustainable Mobility, 145, 153, 2021
International conference proceedings - A method for structuring stochastic travel time by using risk premiums of stochastic link flow
Ryuichi Tani; Teppei Kato; Kenetsu Uchida
Transportmetrica A: Transport Science, 17, 2, 212, 232, Informa UK Limited, 22 Jan. 2020, [Peer-reviewed], [Lead author, Corresponding author], [International Magazine]
Scientific journal - Path Travel Time Estimating Method by Incomplete Traffic Data
Ryuichi Tani; Takashi Owada; Kenetsu Uchida
International Journal of Intelligent Transportation Systems Research, 18, 1, 43, 52, Jan. 2020, [Peer-reviewed], [Lead author, Corresponding author], [International Magazine]
English, Scientific journal - Estimation of travel time reduction benefit considering the travel time reliability in an autonomous vehicle prevailed road network
Sho NITTA; Ryuichi TANI; Teppei KATO; Kenetsu UCHIDA
Journal of the Eastern Asia Society for Transportation Studies, 13, 664, 677, Dec. 2019, [Peer-reviewed]
English, Scientific journal - A Stochastic User Equilibrium Assignment Model under Stochastic Demand and Supply Following Lognormal Distributions
Ryuichi TANI; Kenetsu UCHIDA
Asian Transport Studies, 5, 2, 326, 348, Sep. 2018, [Peer-reviewed], [Lead author, Corresponding author], [International Magazine]
English, Scientific journal - Financial Resources Allocation Model Considering Stochastic Travel Time in a Road Network Exposed to a Flood Risk
Ryuichi TANI; Kenetsu UCHIDA; Ichiro KIMURA
Journal of the Eastern Asia Society for Transportation Studies, 12, 94, 113, Apr. 2018, [Peer-reviewed], [Lead author, Corresponding author]
English, Scientific journal - A method for representing variability of travel time based on stochastic link flow
Ryuichi Tani; Teppei Kato; Kenetsu Uchida
Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018, 415, 423, 2018
International conference proceedings - Reliability-based traffic assignment model considering mixed traffic flow of autonomous-connected vehicles and human-driven vehicles
Ryuichi Tani; Kenetsu Uchida
Proceedings of the 24th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2019: Transport and Smart Cities, 237, 244, 2010
International conference proceedings
- Development of an integrated transportation model that considers CO2 emissions.
山口赳史; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 80, 2024 - A study on bottleneck capacity planning considering dynamic evacuation behavior
大島健志郎; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 80, 2024 - Cost Surplus Maximization Stochastic User Equilibrium Model with Demand and Supply Uncertainly
阿部俊介; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 80, 2024 - Development of evacuee allocation methods using discrete optimization
竹田晴輝; 内田賢悦; 峪龍一, 土木学会北海道支部論文報告集(CD-ROM), 80, 2024 - A study on a multi-modal traffic assignment model for freight flows
藏本太郎; 佐藤佑樹; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - Allocation problems in public transportation networks between airports and major cities
吉留壮真; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - Inter-airport competition model considering passenger and airline behavior
勝田隆成; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - Traffic Assignment Model with Variable Demand for Mixed Flow of Fully Autonomous and Manual Driving Vehicles under Specific Conditions
田子喬一; 栗原脩斗; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - Network Design Problem Considering Road Shrinking at a Time of Decreasing Traffic Demand
勝山裕史; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - Airline Market Analysis Model with Endogenized Multi-class Equilibrium Allocation of Passengers
各務健介; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 79, 2023 - ROAD NETWORK POLICY EVALUATION MODEL CONSIDERING THE MIXED FLOW OF AUTONOMOUS VEHICLE AND HUMAN-DRIVEN VEHICLE
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 67, 2023 - INTER-AIRPORT COMPETITION MODEL CONSIDERING PASSENGER AND AIRLINE BEHAVIOR
勝田隆成; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - AIRLINE MARKET ANALYSIS MODEL BASED ON A MULTI-CLASS EQUILIBRIUM PASSENGER ASSIGNMENT
各務健介; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - A STUDY ON A MULTI-MODAL MULTI-COMMODITY FREIGHT ASSIGNMENT MODEL FOR HOKKAIDO-HONSHU FREIGHT NETWORK
藏本太郎; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - A DIAL-A-RIDE PROBLEM CONSIDERING ROAD NETWORK CONGESTION
松本宙千; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - TRAFFIC ASSIGNMENT MODEL WITH VARIABLE DEMAND FOR MIXED FLOW OF SEMI-AUTONOMOUS AND MANUALLY DRIVEN VEHICLES
田子喬一; 栗原脩斗; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - TRAFFIC ASSIGNMENT MODEL CONSIDERING A ROAD NETWORK WHERE TRAFFIC INFORMATION ACCURACY DEPENDS ON SUBNETWORKS
峪龍一; 加藤哲平; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 68, 2023 - Optimal Operation Problem of Shared Autonomous Vehicles in Dynamic Networks
難波智也; 新田翔; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 78, 2022 - Traffic Assignment Model with Heterogeneity of Stochastic Value of Time Assuming Completely Autonomous Driving on Expressway
栗原脩斗; 新田翔; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 78, 2022 - Optimizing Airport Capacity Expansion Planning Considering Passenger Decision Making
宮島済; 新田翔; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 78, 2022 - Development of a Gridlock Avoidance Model Considering Users’ Route Choices
鐙一那; 新田翔; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 78, 2022 - Airport capacity expansion planning considering the behaviors of passengers and airlines
峪龍一; 宮島済; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 66, 2022 - Improved computational efficiency of traffic srate estimation for multiple time periods on large road networks
川村雄斗; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 66, 2022 - Optimum allocation of shared autonomous vehicle considering ridesharing behavior
中家碧惟; 難波智也; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 66, 2022 - OPTIMAL TOLL SETTING MODEL WITH HETEROGENEOUS STOCHASTIC VALUE OF TIMES UNDER COMPLETELY AUTONOMOUS DRIVING ON EXPRESSWAYS
栗原脩斗; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 66, 2022 - OPTIMAL FARE SUBSIDY MEASURES FOR A RAILWAY NETWORK CONSIDERING THE ELIMINATION OF LINE SECTIONS UNDER FISCAL CONSTRAINTS
佐藤佑樹; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 66, 2022 - STOCHASTIC PREDICTION OF SNOW WIDTH BASED ON BAYESIAN INFERENCE
峪龍一; 加藤哲平; 内田賢悦; 宗廣一徳, 土木計画学研究・講演集(CD-ROM), 65, 2022 - 降雪時の路面状況を考慮したマクロ交通流モデルと交通容量の推定に関する研究
加藤哲平; 峪龍一; 内田賢悦; 宗廣一徳, 土木計画学研究・講演集(CD-ROM), 66, 2022 - 財政制約を考慮した鉄道ネットワーク維持のための運賃補助額決定モデルの開発
佐藤佑樹; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 64, 2021 - Optimal Deployment Plan of Dedicated Links for Autonomous Vehicles with Considering the Travel Time Reliability.
新田翔; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 64, 2021 - Real-time update of road network traffic conditions using incomplete traffic data
川村雄斗; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 64, 2021 - Stochastic Estimation of Traffic Flow Parameters Considering Differences in Road Condition
峪龍一; 本田拓海; 加藤哲平; 内田賢悦; 宗廣一徳, 土木計画学研究・講演集(CD-ROM), 64, 2021 - Analysis on the effects of stochastic property of traffic flow on the winter road condition in snowy-cold regions
本田拓海; 峪龍一; 宗広一徳; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 77, 2021 - Development of a Fare Subsidy Scheme to Minimize the Government Expenditure for Maintaining Railway Networks
佐藤佑樹; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 77, 2021 - Traffic state estimation in road networks with multiple time zones using incomplete observation data
川村雄斗; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 77, 2021 - Estimation of Travel Time Reduction Benefit Considering Travel Time Reliability in the Spreading Process of Automated Vehicles
新田翔; 峪龍一; 加藤哲平; 内田賢悦, 映像情報メディア学会技術報告, 45, 4(MMS2021 1-28/ME2021 1-28/AIT2021 1-28), 2021 - Network-level traffic state estimation method considering the multi-hourly time slots
峪龍一; 川村雄斗; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 63, 2021 - 高速鉄道と航空会社の協力関係が社会的便益に与える影響
芦谷雄世; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 76, 2020 - 利用者負担を考慮した公的医療施設の統廃合問題分析
原田祐輝; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 76, 2020 - 渋滞の影響を考慮したライドシェア避難モデルに関する研究
山本翔大; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 76, 2020 - Development of a Multi-Class Traffic Assignment Model Considering Travel Time Reliability in the Spreading Process of Automated Vehicles
新田翔; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 62, 2020 - A method for spatiotemporal estimation of traffic states based on probe car data and traffic counter data
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 62, 2020 - 自動運転車両普及後の道路ネットワークにおける移動時間信頼性を考慮した走行時間短縮便益の推計
新田翔; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 75, 2019 - 非集計行動モデルに基づいたバイクシェアリングシステムの料金設定に関する研究
寺西修一; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 75, 2019 - 自動車と歩行者の混在を考慮したライドシェア避難モデル
中内智也; 峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 75, 2019 - TSUNAMI EVACUATION MODEL OF RIDE SHARE CONSIDERING PEDESTRIAN
中内智也; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 60, 2019 - DEVELOPMENT OF ESTIMATION METHOD FOR TRAVEL TIME REDUCTION BENEFIT WITH CONSIDERING THE TRAVEL TIME UNCERTAINTY IN AN AUTONOMOUS VEHICLES PREVAILED ROAD NETWORK
新田翔; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 60, 2019 - 途絶に関するリンク間相関を考慮した道路ネットワークにおける通行止め期間推定モデル
高橋洋介; 峪龍一; 松田真宜; 長岡修; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 74, 2018 - DEVELOPMENT OF EVALUATION METHOD OF TRAVEL TIME RELIABILITY BASED ON LINK FLOWS
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 57, 2018 - Simple representation of road network for evaluating travel time reliability
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 58, 2018 - 確率的交通容量を考慮したBPR関数のパラメータ推定
加藤哲平; 内田賢悦; 峪龍一, 土木計画学研究・講演集(CD-ROM), 58, 2018 - Estimation of closure duration considering correlation of the number of closure between links in road networks
高橋洋介; 峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 58, 2018 - 被災した道路における通行止め期間の推計モデル
峪龍一; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 73, 2017 - A STUDY ON DISRUPTION PERIOD IN THE SECTION COMPOSED OF NATIONAL HIGHWAY AND EXPRESSWAY
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 55, 2017 - USER EQUILIBRIUM ASSIGNMENT MODEL CONSIDERING CERTAINTY EAUVALENT TRAFFIC FLOW
峪龍一; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 56, 2017 - 対数正規分布による需要・供給の変動を考慮した確率的利用者均衡配分モデルに関する研究
峪龍一; 加藤哲平; 内田賢悦, 土木学会北海道支部論文報告集(CD-ROM), 72, 2016 - 常時観測データを用いた道路ネットワークの移動時間分布の推定に関する研究
内田賢悦; 峪龍一; 山田雄太; 加藤哲平, 土木計画学研究・講演集(CD-ROM), 53, 2016 - 道路ネットワークの被災を考慮した確率的利用者均衡配分モデル
峪龍一; 加藤哲平; 内田賢悦, 土木計画学研究・講演集(CD-ROM), 54, 2016
- 応用数学演習Ⅱ, 2024年, 学士課程, 工学部
- Smart Transport Network, 2024年, 学士課程, 工学部
- 土木計画学演習, 2024年, 学士課程, 工学部
- コンピューティング演習, 2024年, 学士課程, 工学部
■ Research Themes
- Development of an Optimal Route Selection Model for Semi-Automated Vehicles Considering the Switching of Driving Mode
Grants-in-Aid for Scientific Research
01 Apr. 2024 - 31 Mar. 2027
峪 龍一
Japan Society for the Promotion of Science, Grant-in-Aid for Early-Career Scientists, Hokkaido University, 24K17361 - 来る自動運転社会を見据えた戦略的ネットワークデザインに資する技術開発
Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
Apr. 2021 - Mar. 2024
内田 賢悦
今年度は、自動運転社会での戦略的ネットワークデザインを念頭に置き、自動運転車両が道路ネットワークに与える影響を定量的に評価するための技術、すなわち、コネクティッドな自動運転車両の特性を踏まえた交通解析法の開発を行った。
開発した解析法は、ヒトが運転する一般車両とコネクティッドな自動運転車両が混在する道路ネットワークを対象としており、そこではそれぞれの車両が異なる経路選択行動をとると考えている。ヒトが運転する車両は、精度の高い道路ネットワーク上の交通状況を得ることが困難であると考えられるため、その経路選択行動を確率的利用者均衡配分問題として表現している。一方で、コネクティッドな自動運転車両は、精度の高い道路ネットワーク上の交通状況を得ることが可能であると考えられるため、その経路選択行動を確定的利用者均衡配分問題として表現している。ここで、確率的利用者均衡配分問題は不完全情報下の経路選択を表現するのに対して、確定的利用者均衡配分問題は完全情報下の経路選択を表現している。
また、ヒトが運転する車両とコネクティッドな自動運転車両は、異なる車頭時間を有して走行すると考えられ、さらに車種ごとの車頭時間にはばらつきがあることが想定される。そのため、車種別の車頭時間分布を設定することによって、確率的な交通容量を表現した。このことにより、リンク上の自動運転車両の比率によって、異なる分布形状をとる確率的なリンク交通容量を表現することができた。経路選択の異質性と確率的交通容量の影響を表現したマルチユーザクラス均衡配分問題として、交通解析法の定式化を行った。この解析法では、交通量だけではなく移動時間も確率変数として計算されるため、時間信頼性の視点から、自動運転車両が道路ネットワークに与える影響の定量的評価が可能となった。
Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, Coinvestigator, 21H01446 - 自然災害による路面状態の不確実性を考慮するネットワーク規模交通状態推定手法の開発
科学研究費助成事業 研究活動スタート支援
Sep. 2021 - Mar. 2023
峪 龍一
日本学術振興会, 研究活動スタート支援, 北海道大学, Principal investigator - 自動運転車の普及過程における不完全観測データに基づく交通状態観測・予測手法の開発
Grants-in-Aid for Scientific Research Grant-in-Aid for JSPS Fellows
Apr. 2020 - Mar. 2022
峪 龍一
本研究は自動運転車両の普及段階における交通状態推定手法および道路ネットワークに対する政策決定手法を開発するものである.令和2年度は以下に示す3つの研究を実施した.
(1)自動運転車と人間が運転する車がネットワークに共存するときにおける政策立案手法の開発:自動運転車の普及過程において,自動運転車と人間が運転する車が道路ネットワーク中に混在する状況を想定したとき,交通需要,リンク交通容量およびリンク移動時間の不確実性を考慮したうえで,交通量配分を行う手法,および均衡制約付きネットワークデザイン問題を開発した.自動運転車の普及を促進するため,自動運転車専用レーンを最適に設置する政策を対象とした.得られた研究成果をまとめ,査読付き国際誌に投稿した.
(2)交通観測データを用いたネットワーク交通状態の確率的な推定手法の開発:不完全な交通観測データを組み合わせて,道路ネットワーク全体の交通状態を確率的に推定する手法を開発した.道路ネットワークの不確実性を考慮した均衡配分モデルを制約として道路ネットワーク全体の交通状態を推定する.複数時間帯の欠測のある交通観測データを用いて,ネットワーク全体で交通状態を推定したところ,対象時間帯におけるOD交通需要の平均と生成交通需要の変動係数が推定できた.得られた成果は1件の国内会議で報告し,成果の一部は2021年6月開催予定の国際会議で発表される.
(3)確率的な道路ネットワークにおける最短経路探索問題の開発:道路ネットワーク全体のリンク移動時間が同時分布として表されるときに,ドライバーが経路移動時間の平均とその不確実性を考慮して経路選択を行う場合に,OD間で経路コストが最小となる経路を探索する数理モデルとアルゴリズムを開発した.数値計算の結果,全列挙に基づく解と,提案手法から得られた解が一致することを確認した.得られた研究成果は,査読付き国際誌に投稿した.
Japan Society for the Promotion of Science, Grant-in-Aid for JSPS Fellows, Hokkaido University, Principal investigator, 20J10083
