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Development of simulation system for evaluating diversified urban activity and transportation

Research Project

Project/Area Number 19H02260
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 22050:Civil engineering plan and transportation engineering-related
Research InstitutionNagoya University

Principal Investigator

Miwa Tomio  名古屋大学, 未来材料・システム研究所, 准教授 (60422763)

Co-Investigator(Kenkyū-buntansha) 森川 高行  名古屋大学, 環境学研究科, 教授 (30166392)
山本 俊行  名古屋大学, 未来材料・システム研究所, 教授 (80273465)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2022: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2021: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2020: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywords交通需要予測 / 交通行動分析 / 交通量配分 / 交通シミュレーション / 都市交通計画 / シミュレーション
Outline of Research at the Start

在宅勤務やテレワークなどの柔軟な働き方,女性や高齢者の社会進出,自動運転車サービスによる子供の自動車移動など,日々の活動や交通行動は多様化していく.本研究では,そのような多様化した都市活動を表現し,将来の都市交通政策を評価できる,新しい都市活動・交通シミュレーションプラットフォームの構築を目指す.
そのために,居住地選択のような長期的意思決定,交通手段選択のような短期的意思決定に加え,1週間程度の期間内の多様な活動内容を決定する中期的意思決定モデルを構築する.さらに,都市活動・交通シミュレータを構築し,都市のコンパクト化と持続可能な中山間地域のための都市交通政策を検討する.

Outline of Final Research Achievements

This research project established various analysis methods for predicting and analyzing daily activities and traffic behavior, which are becoming more diversified due to the spread of telecommuting and autonomous vehicles. As a result, it was shown that as a telecommuting spread, commuting traffic varies by day of the week, shopping and eating out decrease, but work and family reunion time increase. It was also shown that 80% of private vehicles will be autonomous vehicles in about 20 years from the start of their spreading, and that household-owned autonomous vehicles will be more popular than autonomous taxis. In addition, it was shown that with the spread of autonomous vehicles, it becomes possible to control traffic flow at intersections through cooperative driving between vehicles, which is more efficient than control using traffic signals.

Academic Significance and Societal Importance of the Research Achievements

多様化が進む社会活動や実用化が進む新たなモビリティ―を背景に,交通量の発生から配分までを単純なモデルで評価し,平日と休日の行動の違いに焦点を当てた従来の交通計画手法は見直しが必要である.本研究では,そのような社会における,社会活動,居住地,交通需要,交通行動を予測する数理モデルを構築した.また,自動運転車の普及予測や交通流を評価するシミュレータを開発し,様々な分析を行った.これらの研究から,多くの学術的意義の高い研究成果が得られた.また,これからの交通計画における交通需要予測法やモビリティの運用方法を提案できたことは社会的意義が高い.

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (24 results)

All 2023 2022 2021 2020

All Journal Article (12 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 12 results,  Open Access: 6 results) Presentation (12 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Cooperative Control Simulation at Isolated Intersection and Utilization of Right-Turn Lane2023

    • Author(s)
      中垣 弦一郎, 田代 むつみ, 三輪 富生, 森川 高行
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 9 Issue: 2 Pages: A_229-A_237

    • DOI

      10.14954/jste.9.2_A_229

    • ISSN
      2187-2929
    • Year and Date
      2023-02-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of optimization time-scale on learning-based cooperative merging control at a nonsignalized intersection2023

    • Author(s)
      Katagiri, S., Miwa, T., Tashiro, M. and Morikawa, T.
    • Journal Title

      IEEE Access

      Volume: 11 Pages: 32857-32868

    • DOI

      10.1109/access.2023.3263118

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Impact of Telecommuting on Japanese Citizen's Travel, Activities, and Residential Locations: Experiences and Future Expectations under COVID-19 Pandemic2023

    • Author(s)
      Liang, J., Miwa, T., Wang J. and Morikawa, T.
    • Journal Title

      Asian Transport Studies

      Volume: 9 Pages: 100105-100105

    • DOI

      10.1016/j.eastsj.2023.100105

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Recursive decomposition probability model for demand estimation of street-hailing taxis utilizing GPS trajectory data2023

    • Author(s)
      Wang, J., Miwa, T. and Morikawa, T.
    • Journal Title

      Transportation Research Part B

      Volume: 167 Pages: 171-195

    • DOI

      10.1016/j.trb.2022.11.014

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Understanding Travel Mode Choice in Future Robo-taxi Available Society2022

    • Author(s)
      Wnag, J., Wang, L., Miwa, T., Jiang, M. and Morikawa, T.
    • Journal Title

      Journal of the Eastern Asia Society for Transportation Studies

      Volume: 14 Issue: 0 Pages: 1019-1038

    • DOI

      10.11175/easts.14.1019

    • ISSN
      1881-1124
    • Year and Date
      2022-03-11
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Equilibrium Analysis of Trip Demand of Autonomous Taxi Services in Nagoya, Japan2022

    • Author(s)
      Mori, K., Miwa, T., Abe, R. and Morikawa, T.
    • Journal Title

      Transportation Research Part A

      Volume: 166 Pages: 476-498

    • DOI

      10.1016/j.tra.2022.10.009

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interrelationships between Traditional Taxi Services and Online Ride-hailing: Empirical Evidence from Xiamen, China2022

    • Author(s)
      Wang, D., Miwa, T. and Morikawa, T.
    • Journal Title

      Sustainable Cities and Society

      Volume: 83 Pages: 103924-103924

    • DOI

      10.1016/j.scs.2022.103924

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Investigation on Railway Investment-Induced Neighborhood Change and Local Spatial Spillover Effects in Nagoya, Japan2021

    • Author(s)
      Wang, L., Jiang, M., Miwa, T. and Morikawa, T.
    • Journal Title

      Journal of Transport and Land Use

      Volume: 14 Issue: 1 Pages: 715-735

    • DOI

      10.5198/jtlu.2021.1763

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparative Analysis of Spatial-temporal Distribution between Traditional Taxi Service and Emerging Ride-hailing2021

    • Author(s)
      Wang, D., Miwa, T. and Morikawa, T.
    • Journal Title

      International Journal of Geo-Information

      Volume: 10 Issue: 10 Pages: 690-690

    • DOI

      10.3390/ijgi10100690

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Heterogeneous residential distribution changes and spillover effects by railway projects: The case study of Nagoya, Japan2021

    • Author(s)
      Wang, L., Miwa, T., Jaing, M. and Morikawa, T.
    • Journal Title

      Transportation Research Part A

      Volume: 154 Pages: 145-163

    • DOI

      10.1016/j.tra.2021.10.004

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Preliminary study on transit-induced residential gentrification in Nagoya, Japan2020

    • Author(s)
      Wang, L., Jiang, M., Miwa, T., Bardaka, E. and Morikawa, T.
    • Journal Title

      Asian Transport Studies

      Volume: 6 Pages: 100022-100022

    • DOI

      10.1016/j.eastsj.2020.100022

    • NAID

      130007790368

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Big Trajectory Data Mining: A Survey of Methods, Applications, and Services2020

    • Author(s)
      Wang, D., Miwa, T. and Morikawa, T.
    • Journal Title

      Sensors

      Volume: 20 Issue: 16 Pages: 4571-4571

    • DOI

      10.3390/s20164571

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 蓄積されたリンク旅行時間情報を活用したプローブカーデータのマップマッチング2023

    • Author(s)
      田島怜路,三輪富生,鶴見直樹,森川高行
    • Organizer
      土木学会中部支部研究発表会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 右折レーンを活用した無信号交差点における協調制御2022

    • Author(s)
      中垣弦一郎,田代むつみ,三輪富生,森川高行
    • Organizer
      第42回交通工学研究発表会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Travel and Activity Behavior in Telecommuting Era2021

    • Author(s)
      Liang, J. and Miwa, T.
    • Organizer
      International Conference on Materials and Systems for Sustainability 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comparing Mobility Patterns Between Traditional Taxis and Ride-Hailing Services Using Non-Negative Tensor Factorization2021

    • Author(s)
      Wang, D., Miwa, T. and Morikawa, T.
    • Organizer
      International Conference on Materials and Systems for Sustainability 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Railway-induced Heterogeneous Residential Distribution and Spatial Spillover Effects: The Case in Nagoya City2021

    • Author(s)
      Wang, L., Miwa, T., Jiang, M. and Morikawa, T.
    • Organizer
      International Conference on Materials and Systems for Sustainability 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Understanding Travel Mode Choice in Future Robo-taxi Available Society2021

    • Author(s)
      Wang, J., Wang, L., Miwa, T., Jiang, M. and Morikawa, T.
    • Organizer
      The 14th International Conference of Eastern Asia Society for Transportation Studies 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 自動運転車と手動運転車の混雑への非対称性と経路選択の違いを考慮した交通均衡配分2021

    • Author(s)
      五藤大貴,三輪富生,森川高行
    • Organizer
      第64回土木計画学研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 決定木による自動運転車の交差点協調制御の検討2021

    • Author(s)
      片桐紳太郎,田代むつみ,三輪富生,森川高行
    • Organizer
      第64回土木計画学研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] コネクテッドカーの交差点協調制御に関する研究2021

    • Author(s)
      田代むつみ,施展華,三輪富生,森川高行
    • Organizer
      第64回土木計画学研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 複雑な交通手段選択を考慮した交通量配分モデルに関する基礎的研究2021

    • Author(s)
      五藤大貴,三輪富生,森賢太郎,森川高行
    • Organizer
      第63回土木計画学研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 名古屋市における自動運転タクシーサービスの需要量に関する均衡分析2020

    • Author(s)
      森賢太郎,三好壱晟,三輪富生,森川高行
    • Organizer
      第62回土木計画学研究発表会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 自動/手動運転混在環境における無信号交差点での協調制御2020

    • Author(s)
      施展華,市岡佑樹,田代むつみ,三輪富生,森川高行
    • Organizer
      第62回土木計画学研究発表会
    • Related Report
      2020 Annual Research Report

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Published: 2019-04-18   Modified: 2024-01-30  

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