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Optimization of surveillance operation and vessel routing for risk in maritime transportation

Research Project

Project/Area Number 18K04601
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 25010:Social systems engineering-related
Research InstitutionTokyo University of Marine Science and Technology

Principal Investigator

Daisuke Watanabe  東京海洋大学, 学術研究院, 准教授 (30435771)

Co-Investigator(Kenkyū-buntansha) 星野 智史  宇都宮大学, 工学部, 准教授 (80431980)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords海上監視システム / 最適配置モデル / 最適ルーティングモデル / 海上輸送リスク / 地理情報システム / カーネル密度推定法 / 地理情報科学 / 施設配置問題 / 確率ロボティクス
Outline of Final Research Achievements

In Japan, surrounded by the sea, it is necessary to deal with maritime transportation risks such as piracy and maritime accidents, which support life and industry. For this purpose, we first conducted a field survey and constructed a database to understand the current status of maritime transportation risks. Then, a spatio-temporal risk prediction model for maritime transportation was developed to predict the appearance of pirates. For the dynamic operation of the surveillance system, we developed an operation scheduling system that maximizes the number of targets to be monitored under the constraint of movement speed. An optimal routing model for ships was developed to minimize the risk of ships encountering pirates.

Academic Significance and Societal Importance of the Research Achievements

本研究は,安全かつ安心なサプライチェーンの実現を通じて,貿易立国である我が国を支える安全な国際物流ネットワークの構築へ向けた非常に意義の大きな研究であるといえる.学術的な特色・独創的な点として,地理情報科学と数理最適化といった社会システム工学
とともに,確率ロボティクスを融合した研究アプローチを取っていることが挙げられる.そして,監視システムの運用について配置とスケジューリングについても対象としているとともに,航行船舶のルーティングについて分析することで,海洋輸送のシステム全体のリスクを低減することが可能となる点が挙げられる.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (31 results)

All 2021 2020 2019 2018 Other

All Int'l Joint Research (4 results) Journal Article (16 results) (of which Int'l Joint Research: 4 results,  Open Access: 6 results,  Peer Reviewed: 10 results) Presentation (9 results) (of which Int'l Joint Research: 3 results) Book (2 results)

  • [Int'l Joint Research] エーゲ大学(ギリシャ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] エーゲ大学(ギリシャ)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] カリフォルニア大学サンタバーバラ校(米国)

    • Related Report
      2019 Research-status Report
  • [Int'l Joint Research] エーゲ大学(ギリシャ)

    • Related Report
      2018 Research-status Report
  • [Journal Article] Study on International Standardization of Business Protocols for Data Exchanges in Maritime Single Window2021

    • Author(s)
      飯田純也, 渡部大輔, 水野成典
    • Journal Title

      Transport Policy Studies' Review

      Volume: 23 Issue: 0 Pages: 7-19

    • DOI

      10.24639/tpsr.TPSR_23R_01

    • NAID

      130007855272

    • ISSN
      1344-3348, 2433-7366
    • Year and Date
      2021-02-28
    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Spatial Analysis of an Emission Inventory from Liquefied Natural Gas Fleet Based on Automatic Identification System Database2021

    • Author(s)
      Kim Hoegwon、Watanabe Daisuke、Toriumi Shigeki、Hirata Enna
    • Journal Title

      Sustainability

      Volume: 13 Issue: 3 Pages: 1250-1250

    • DOI

      10.3390/su13031250

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ORのための地理情報システム(GIS)ソフトウェア入門2020

    • Author(s)
      渡部大輔
    • Journal Title

      オペレーションズ・リサーチ

      Volume: 65(4) Pages: 226-231

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Applications of Blockchain Technology in Supply Chain Management: Insights from Machine Learning Algorithms2020

    • Author(s)
      Hirata, E., Lambrou, M., and Watanabe, D.
    • Journal Title

      Maritime Business Review

      Volume: 6(2) Issue: 2 Pages: 1-15

    • DOI

      10.1108/mabr-07-2020-0043

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] スマート港湾の実現に向けた船舶・港湾荷役機械に関するイノベーションの動向2020

    • Author(s)
      渡部大輔
    • Journal Title

      港湾

      Volume: 97(9) Pages: 6-9

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Sharing Procedure Status Information on Ocean Containers across Countries Using Port Community Systems with Decentralized Architecture2019

    • Author(s)
      Iida, J., Watanabe, D., Nagata, K., Matsuda, M
    • Journal Title

      Asian Transport Studies

      Volume: 5 Issue: 4 Pages: 694-719

    • DOI

      10.11175/eastsats.5.694

    • NAID

      130007700459

    • ISSN
      2185-5560
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Shipping digitalization management: conceptualization, typology and antecedents2019

    • Author(s)
      Lambrou, M., Watanabe, D. and Iida, J.
    • Journal Title

      Journal of Shipping and Trade

      Volume: 4 Issue: 1 Pages: 1-17

    • DOI

      10.1186/s41072-019-0052-7

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Application of Multi Agent System and Transition Matrix Analysis to Logistics System for Equal Distribution under Disaster Situation2019

    • Author(s)
      Majima, T., Takadama, K, Watanabe, D., Aratani, T.and Sato, K.
    • Journal Title

      Proceedings of 58th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)

      Volume: 2019 Pages: 108-114

    • DOI

      10.23919/sice.2019.8859856

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analyzing spatial autocorrelation in AIS based LNG emitted bunker consumption2019

    • Author(s)
      Kim, H.,Watanabe, D and Hirata, E.
    • Journal Title

      Proceedings of the International Conference on Logistics and Industrial Engineering (ICLIE2019)

      Volume: 2019 Pages: 1-6

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Maritime Blockchains: Decoding Diverse Strategies for Value Extraction2019

    • Author(s)
      Lambrou, M., Watanabe, D. and Iida, J.
    • Journal Title

      Proceedings of 27th Annual Conference of the International Association of Maritime Economists (IAME)

      Volume: 2019 Pages: 1-22

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Tripartite Model of Shipping Digitalization: Findings from a Multi-Case Study2019

    • Author(s)
      Lambrou, M., Watanabe, D. and Iida, J.
    • Journal Title

      Proceedings of World Conference on Transport Research(WCTR 2019)

      Volume: 2019 Pages: 1-20

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Spatial analysis of AIS-based LNG fleet emission inventory2019

    • Author(s)
      Kim, H.,Watanabe, D and Toriumi, S.
    • Journal Title

      Proceedings of International Forum on Shipping, Ports and Airports(IFSPA2019)

      Volume: 2019 Pages: 1-13

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] IoTを用いた輸送包装の高度化2019

    • Author(s)
      渡部大輔
    • Journal Title

      日本包装学会誌

      Volume: 28(1) Pages: 5-12

    • Related Report
      2018 Research-status Report
  • [Journal Article] 国際海上コンテナ貨物の港湾に関する国際間での手続情報共有のための情報システムの現状と課題2018

    • Author(s)
      飯田純也, 渡部大輔, 永田健太, 松田雅宏
    • Journal Title

      沿岸域学会誌

      Volume: 31(1) Pages: 21-32

    • NAID

      40021638364

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 港湾・海運・物流におけるIoTによる自動化・省人化の現状2018

    • Author(s)
      渡部大輔, 飯田純也
    • Journal Title

      日本航海学会誌

      Volume: 206 Pages: 13-22

    • Related Report
      2018 Research-status Report
  • [Journal Article] 国際物流における輸送品質とリスクマネジメント2018

    • Author(s)
      渡部大輔
    • Journal Title

      日本包装学会誌

      Volume: 27(6) Pages: 401-407

    • Related Report
      2018 Research-status Report
  • [Presentation] Application of Blockchain in Supply Chain - Insights from Machine Learning2020

    • Author(s)
      Hirata, E., Lambrou, M., and Watanabe, D.
    • Organizer
      International Association of Maritime Economists (IAME)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Vessel carbon dioxide emission management research based on AIS data using deep learning2020

    • Author(s)
      Wang, Y. and Watanabe, D.
    • Organizer
      International Association of Maritime Economists (IAME)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複数台の警備ロボットによる訪問者を対象とした環境の領域分割2020

    • Author(s)
      藤澤郁也, 星野智史
    • Organizer
      日本ロボット学会第38回学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 船舶動静データを用いた環境影響に関する空間解析2019

    • Author(s)
      渡部大輔, 金會勧, 鳥海重喜
    • Organizer
      日本船舶海洋工学会令和元年秋季講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] Spatial analysis of AIS-based LNG fleet emission inventory2019

    • Author(s)
      Kim, H. and Watanabe, D
    • Organizer
      日本オペレーションズ・リサーチ学会2019年春季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 国際海上コンテナ貨物の港湾に関する国際間での手続情報共有のための情報システムの現状と課題2018

    • Author(s)
      飯田純也, 渡部大輔, 永田健太, 松田雅宏
    • Organizer
      日本沿岸域学会平成30年度全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Environmental assessment by using vessel movement data2018

    • Author(s)
      Kim, H. and Watanabe, D
    • Organizer
      第27回地理情報システム学会学術研究発表大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Facility Location Model for Truck Platooning2018

    • Author(s)
      Watanabe, D
    • Organizer
      INFORMS 2018 International Meeting
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] メコン地域の南北経済回廊における輸送環境調査2018

    • Author(s)
      渡部大輔,百田大輔,松井一
    • Organizer
      日本包装学会第27回年次大会研究発表会
    • Related Report
      2018 Research-status Report
  • [Book] グローバル・ロジスティクス・ネットワーク : 国境を越えて世界を流れる貨物2019

    • Author(s)
      柴崎隆一編
    • Total Pages
      234
    • Publisher
      成山堂
    • ISBN
      4425931610
    • Related Report
      2018 Research-status Report
  • [Book] 空間解析入門2018

    • Author(s)
      貞広幸雄、山田育穂、石井儀光
    • Total Pages
      184
    • Publisher
      朝倉書店
    • ISBN
      4254163568
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2022-01-27  

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