• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Tail Risk Assessment for Serious Failure of RC Bridges with Automatic Design Drawing Restoration System

Research Project

Project/Area Number 17H04932
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Civil engineering materials/Construction/Construction management
Research InstitutionKagawa University

Principal Investigator

Okazaki Shinichiro  香川大学, 創造工学部, 准教授 (30510507)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥21,450,000 (Direct Cost: ¥16,500,000、Indirect Cost: ¥4,950,000)
Fiscal Year 2019: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2018: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Keywordsテイルリスク / 機械学習 / 洗堀 / 2次元イメージング / 破壊力学 / 設計図自動復元システム / 落橋 / データ駆動型モデル / 塩害 / 橋梁 / 大事故 / 復元設計 / RC / 重大事故 / 材料劣化 / 近赤外分光 / テールリスク / 被災シナリオ / RC橋梁 / コンクリート / 近赤外分光法 / 図面自動復元システム / 構造工学 / コンクリート工学 / 維持管理工学
Outline of Final Research Achievements

The risk of serious failure, such as bridge collapses has been increased for reinforced concrete bridges in local governments where financial resources and human resources are not abundant and maintenance is not sufficient. The applicant has investigated bridge accidents in Shikoku and found that inadequate design information, such as the lack of design drawings, and localized material degradation, such as corrosion of steel bars due to salt damage and neutralization, have a significant impact on the risk of serious accidents. Therefore, strategies are required to reduce the risk of serious accidents on bridges. In this study, the tail risk against serious failures caused by these factors is evaluated for existing RC bridges, and an automatic restoration system for RC bridge drawing is constructed to supplement the missing design information at low cost.

Academic Significance and Societal Importance of the Research Achievements

学術的意義は,まれにしか生じないが,落橋などの大きな被災が生じうるテイルリスクの評価に対する枠組みを構築することにある.リスク評価において重要となる橋梁の設計図は残存しているケースが少ないため,これを低価格で容易に復元できるシステムと,テイルリスクを簡便に評価できる枠組みの構築は,人員と予算が不足する地方自治体にとっては有用なものであり,社会的に意義が大きいと考えている.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (21 results)

All 2020 2019 2018

All Journal Article (18 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 15 results,  Open Access: 2 results) Presentation (3 results)

  • [Journal Article] Development of a simple and effective bridge inspection method2020

    • Author(s)
      Shinichiro Okazaki and Manabu Matshima
    • Journal Title

      International Journal of Engineering and Science Invention

      Volume: 9(3)

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Applicability of machine learning to a crack model in concrete bridges2020

    • Author(s)
      Okazaki Yuriko、Okazaki Shinichiro、Asamoto Shingo、Chun Pang‐jo
    • Journal Title

      Computer-Aided Civil and Infrastructure Engineering

      Volume: - Issue: 8 Pages: 775-792

    • DOI

      10.1111/mice.12532

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Random forest-based evaluation technique for internal damage in reinforced concrete featuring multiple nondestructive testing results2020

    • Author(s)
      Pang-joChun, IsaoUjike, KoheiMishima, MasahiroKusumoto, ShinichiroOkazaki
    • Journal Title

      Construction and Building Materials

      Volume: 253

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SIMULATION OF THE COLLAPSE PROCESS OF INFRASTRUCTURE USING GENERALPURPOSE PHYSICS ENGINE2020

    • Author(s)
      Yoshihiro Kabeyama, Sunao Fujimura and Shinichiro Okazaki
    • Journal Title

      International journal of GEOMATE

      Volume: 17(18) Pages: 191-196

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SIMULTANEOUS EXPERIMENTS OF RC BEAMS FOR THE QUANTIFICATION OF UNCERTAINTY2019

    • Author(s)
      KURUMATANI Mao、OKAZAKI Shinichiro、YAMAMOTO Yoshihito、UEDA Naoshi、OGURA Hiroki
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics (AM))

      Volume: 75 Issue: 2 Pages: I_411-I_420

    • DOI

      10.2208/jscejam.75.2_I_411

    • NAID

      130007795449

    • ISSN
      2185-4661
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Visualization of Chemical Composition and Chloride Ion Distribution by Novel NIR Imaging Spectroscopic System2019

    • Author(s)
      Kenji WADA, Shinichiro OKAZAKI, Ichiro ISHIMARU
    • Journal Title

      NIHON GAZO GAKKAISHI (Journal of the Imaging Society of Japan)

      Volume: 58(6) Pages: 644-650

    • NAID

      130007760271

    • Related Report
      2019 Annual Research Report
  • [Journal Article] デジタル画像相関法による鉄筋コンクリートの腐食ひび割れ発生挙動の把握2019

    • Author(s)
      我部山 喜弘, 藤村 素直, 大熊 千紗都, 岡崎 慎一郎, 車谷 麻緒
    • Journal Title

      土木学会論文集B3(海洋開発)

      Volume: 72(2)

    • NAID

      130007725077

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] コンクリート構造物の表面塩化物イオンの二次元イメージングシステムの開発2019

    • Author(s)
      榊原 洋子, 我部山 喜弘, 岡崎 慎一郎, 金崎 浩司, 濱田 一志, 和田 健司, 石丸 伊知郎, 西藤 翼
    • Journal Title

      土木学会論文集B3(海洋開発)

      Volume: 72(2)

    • NAID

      130007724926

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] コンクリート橋梁のひび割れ損傷に対する回帰モデルに適した機械学習アルゴリズムの選択2019

    • Author(s)
      岡崎 百合子,岡崎 慎一郎,浅本 晋吾,全 邦釘
    • Journal Title

      コンクリート工学年次論文集

      Volume: 41(1) Pages: 581-586

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 近赤外分光イメ-ジングによるコンクリ-ト構造物の塩化物イオン計測システムの開発2019

    • Author(s)
      岡﨑 慎一郎 , 金崎 浩司 , 和田 健司 , 石丸 伊知郎
    • Journal Title

      コンクリート工学年次論文集

      Volume: 41(1) Pages: 1913-1918

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 損傷モデルによる3次元腐食ひび割れ進展解析に関する基礎的研究2019

    • Author(s)
      車谷 麻緒 , 安藏 尚 , 相馬 悠人 , 岡崎 慎一郎
    • Journal Title

      日本計算工学会論文集

      Volume: 20190007 Pages: 20190007-20190007

    • NAID

      130007656288

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] CRACK PROPERGATION MODEL OF CONCRETE BRIDGES IN SHIKOKU BASED DATA DRIVEN APPROACH2018

    • Author(s)
      岡崎百合子,岡崎慎一郎,全邦釘,浅本晋吾,大窪和明
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. F4 (Construction and Management)

      Volume: 74 Issue: 2 Pages: I_107-I_118

    • DOI

      10.2208/jscejcm.74.I_107

    • NAID

      130007556052

    • ISSN
      2185-6605
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Simulation of crack propagation owing to deformed bar corrosion2018

    • Author(s)
      Chisato Okuma, Shinichiro Okazaki , Hidenori Yoshida and Mao Kurumatani
    • Journal Title

      Proceedings of the Sixth International on Life- Cycle Civil Engineering

      Volume: 2018 Pages: 1909-1914

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Study of the applicability of the polarization resistance method in analysis and experimental measurement of electric conductivity2018

    • Author(s)
      Chisato Okuma, Shinichiro Okazaki and Hidenori Yoshida
    • Journal Title

      Proceedings of the Sixth International on Life- Cycle Civil Engineering

      Volume: 2018 Pages: 2403-2409

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 鉄筋腐食の不均一性が非破壊による分極抵抗測定値与える影響2018

    • Author(s)
      大熊千紗都,岩瀬大真,岡崎慎一郎,吉田秀典
    • Journal Title

      コンクリート構造物の補修, 補強, アップグレード論文報告集

      Volume: 18

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] COROSSION CRACK PROPAGATION ANALYSIS OF REINFORCED CON- CRETE BY DAMAGE MODEL BASED ON FRACTURE MECHANICS2018

    • Author(s)
      OKUMA Chisato、OKAZAKI Shinichiro、YOSHIDA Hidenori、KURUMATANI Mao
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B3 (Ocean Engineering)

      Volume: 74 Issue: 2 Pages: I_67-I_72

    • DOI

      10.2208/jscejoe.74.I_67

    • NAID

      130007482452

    • ISSN
      2185-4688
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 不均一に腐食した鉄筋コンクリートを対象とした分極抵抗法における電流分散性状および腐食診断精度の把握2018

    • Author(s)
      大熊千紗都, 岡崎慎一郎, 吉田秀典
    • Journal Title

      コンクリート工学年次論文集

      Volume: 40(1) Pages: 1731-1736

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] データ駆動型アプローチによるコンクリート橋梁のひび割れ発生・進展の回帰モデルの構築および要因分析2018

    • Author(s)
      OKAZAKI Yuriko、OKAZAKI Shinichiro、CHUN Pang-jo、ASAMOTO Shingo
    • Journal Title

      コンクリート工学年次論文集

      Volume: 40(2) Pages: 1381-1386

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] 鉄筋コンクリート橋梁上部構造の自動復元設計システムの開発2019

    • Author(s)
      岡崎慎一郎
    • Organizer
      土木学会四国支部技術研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 機械学習に基づく四国内橋梁上部工のひび割れ発生要因分析2019

    • Author(s)
      岡崎慎一郎
    • Organizer
      土木学会四国支部技術研究発表会
    • Related Report
      2019 Annual Research Report
  • [Presentation] データ駆動型アプローチによる四国内橋梁のひび割れ発生・進展の要因分析2018

    • Author(s)
      岡崎慎一郎
    • Organizer
      土木学会全国大会
    • Related Report
      2018 Annual Research Report

URL: 

Published: 2017-04-28   Modified: 2021-02-19  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi