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Development of infrastructure management methodologies with consistent intervention rules

Research Project

Project/Area Number 18K13844
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 22050:Civil engineering plan and transportation engineering-related
Research InstitutionTohoku University

Principal Investigator

Mizutani Daijiro  東北大学, 災害科学国際研究所, 助教 (30813414)

Project Period (FY) 2018-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2019: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2018: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsアセットマネジメント / インフラマネジメント / 最適化 / 補修・規制施策 / 補修同期化 / 簡便的ルール / 動的計画法 / 維持管理 / 統計学 / インフラ廃棄問題 / 画一的維持管理ルール / インフラネットワーク
Outline of Final Research Achievements

For public infrastructure, the managers need to conduct appropriate asset management to maximise the value of the infrastructure. In general, the infrastructure is composed of multiple elements (e.g., bridge members, pavement sections). In this study, to determine repair and work zone policies for the infrastructure, we have developed a methodology to consider simultaneous repair of adjacent elements in a single work zone to further reduce the life cycle costs. Specifically, we considered problems of how many elements should be repaired within a single work zone, how far those elements should be located each other, and how much deteriorated an element should be to be identified as an element to repair, and then proposed a methodology to derive the decision-making criteria. The proposed methodology is demonstrated by applying it to a determination problem of repair and work zone policies of real-scale pavement systems.

Academic Significance and Societal Importance of the Research Achievements

社会基盤施設を構成する複数の隣接要素の同時補修決定問題は,組合せ爆発が問題となる最適化問題となることが知られていた.本研究では,このような問題に対して,簡便的な補修・規制ルールに基づき補修・規制施策を導出するための方法論を提案している.このように簡便的なルールを用いるという点は,従来の関連研究と一線を画し,また,導出された結果が煩雑でなく実務における意思決定の基準としても有用となると考える.

Report

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

    (13 results)

All 2020 2019 2018 Other

All Int'l Joint Research (2 results) Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (9 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Int'l Joint Research] KAIST(韓国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] KAIST(韓国)

    • Related Report
      2018 Research-status Report
  • [Journal Article] 階層的隠れマルコフ劣化モデルの状態推移確率の解析解について2020

    • Author(s)
      水谷大二郎,上野渉
    • Journal Title

      土木学会論文集D3(土木計画学)

      Volume: -

    • NAID

      130007844811

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] INFRASTRUCTURE DETERIORATION PROCESS MODELING BY TIME-SERIES DATA WITH LONG MEMORY2019

    • Author(s)
      小林潔司,貝戸清之,水谷大二郎,坂井康人
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 4 Pages: 233-249

    • DOI

      10.2208/jscejipm.75.233

    • NAID

      130007748736

    • ISSN
      2185-6540
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Presentation] Reduction of seismic risk of infrastructure via daily management works2019

    • Author(s)
      Daijiro Mizutani
    • Organizer
      International Association for Bridge and Structural Engineering (IABSE) Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アセットマネジメント研究の最先端:統計的劣化予測と維持管理施策最適化2019

    • Author(s)
      水谷大二郎
    • Organizer
      第60回土木計画学研究発表会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 状態推移確率の解析解を用いた階層的隠れマルコフ劣化モデルの効率的推定方法2019

    • Author(s)
      上野渉,水谷大二郎
    • Organizer
      第60回土木計画学研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 画一的ルールによる道路舗装の次善補修施策2019

    • Author(s)
      中里悠人,水谷大二郎
    • Organizer
      第60回土木計画学研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Management of ITS facilities considering social benefit2019

    • Author(s)
      Daijiro Mizutani
    • Organizer
      The 26th ITS world congress in Singapore
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 画一的ルールによる道路舗装ネットワークの補修意思決定2019

    • Author(s)
      水谷大二郎,中里悠人
    • Organizer
      第3回JAAM研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] インフラ廃棄問題における需要制御効果2018

    • Author(s)
      水谷 大二郎,上野 渉,奥村 誠
    • Organizer
      第2回JAAM研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 社会基盤ネットワークの最適更新・廃棄方策における需要制御効果2018

    • Author(s)
      上野 渉,水谷 大二郎,奥村 誠
    • Organizer
      第58回土木計画学研究・講演集
    • Related Report
      2018 Research-status Report
  • [Presentation] 社会基盤ネットワークの最適更新・廃棄施策と需要制御効果2018

    • Author(s)
      上野 渉,水谷 大二郎,奥村 誠
    • Organizer
      平成30年度土木学会東北支部技術研究発表会
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2021-02-19  

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