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Development of Performance Evaluation Method for Geotechnical Structures under Construction and in Service

Research Project

Project/Area Number 18H01532
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 22030:Geotechnical engineering-related
Research InstitutionTohoku University (2020)
Niigata University (2018-2019)

Principal Investigator

Yu Otake  東北大学, 工学研究科, 准教授 (90598822)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥15,080,000 (Direct Cost: ¥11,600,000、Indirect Cost: ¥3,480,000)
Fiscal Year 2020: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2019: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2018: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Keywords信頼性設計 / ベイズモデリング / スパースモデリング / 施工時情報 / リスクアセスメント / 信頼性解析 / 信頼性更新 / 構造物基礎 / 河川堤防 / 既設構造物 / 構造物点検 / リスク評価
Outline of Final Research Achievements

(1) Survey of the actual situation and collection of information in Europe and the U.S.: We collected design standards and a wide range of standards related to risk assessment and existing studies on information updating using Bayesian modeling. (2) Development of performance evaluation methods for individual facilities (detailed method) and for groups of facilities (simplified method): For the detailed method, a data analysis method for multidimensional information was developed. For the detailed method, we developed a method for analyzing multidimensional data (including missing data). We developed a spatial distribution modeling method that can take into account the interrelationship of information at various survey intervals and with different observation accuracy, such as information at the time of construction.  (3) Implementation of case studies using actual data: Case studies based on the collection and organization of actual data were conducted for three cases.

Academic Significance and Societal Importance of the Research Achievements

不確実性の定量化に基づく,信頼性設計法は,国内外の土木分野の構造物設計に採用されるようになっている.また,この設計法は,施設管理者が所有している多様なデータベースを設計へ活かすためのプラットフォームになると考えられる.この研究では,次期設計基準改定へ貢献するために,施工時やその後現場で観測される様々な情報による信頼性更新とそれを設計基準へ活かすための手法を開発した.多様な意思決定を可能とし,施設の性能設計を真に実現するための基本的な枠組みを提示することができた.

Report

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

    (27 results)

All 2021 2020 2019 2018

All Journal Article (18 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 17 results) Presentation (8 results) (of which Int'l Joint Research: 8 results) Book (1 results)

  • [Journal Article] Sparse-Coded Dynamic Mode Decomposition on Graph for Prediction of River Water Level Distribution2021

    • Author(s)
      Yusuke Arai, Shogo Muramatsu, Hiroyasu Yasuda, Kiyoshi Hayasaka, Yu Otake
    • Journal Title

      Proc. of 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

      Volume: 印刷中

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of trend and random components of conditional random field using gaussian process regression.2021

    • Author(s)
      Yoshida, I., Tomizawa, Y., and Otake, Y.
    • Journal Title

      Computers and Geotechnics (Accepted)

      Volume: 印刷中

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Probabilistic tsunami hazard assessment with simulation-based response surfaces2020

    • Author(s)
      T. Kotani, K. Tozato, S. Takase, S. Moriguchi, K. Terada, Y. Fukutani, Y. Otake, K. Nojima, M. Sakuraba, Y. Choe
    • Journal Title

      Coastal Engineering

      Volume: 160

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 特異値分解による線形次元削減と代替モデルに基づく耐震性能 照査手法の高度化に向けた基礎的研究 ~重力式岸壁に対する地震応答解析への適用~2020

    • Author(s)
      住岡直樹, 宮田正史, 福永勇介, 大竹雄
    • Journal Title

      国土技術政策総合研究所資料

      Volume: 1100

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 土のマイクロメカニックスモデル構築のためのミクロ形態の可視化:X 線 CT 画像への超解像の適用2020

    • Author(s)
      遠藤 尚希, 大竹 雄, 肥後 陽介, 村松 正吾
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 76(2)

    • NAID

      130007980165

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 離散要素法を用いた粒状体の流動解析に及ぼす解析パラメータの寄与率の定量化2020

    • Author(s)
      森口 周二, 奥山 大輝, 寺田 賢二郎, 大竹 雄, 青木 尊之
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 76(2)

    • NAID

      130007980163

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Probabilistic tsunami hazard assessment with simulation-based response surfaces2020

    • Author(s)
      Kotani T., Tozato K., Takase S, Moriguchi S., Terada K., Fukutani Y., Otake Y., Nojima K., Sakuraba M., Choe Y.
    • Journal Title

      Coastal Engineering

      Volume: 160 Pages: 103719-103719

    • DOI

      10.1016/j.coastaleng.2020.103719

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] モード分解を用いた時空間の特徴抽出に基づく動的信頼性解析法:有効応力動的解析への適用2020

    • Author(s)
      大竹雄,茂野恭平,渡邉慎也,肥後陽介,村松正吾
    • Journal Title

      土木学会論文集C(地圏工学)

      Volume: 76 Pages: 142-157

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 数値解析結果の空間モード分解による津波のリスク評価2020

    • Author(s)
      外里健太,小谷拓磨,波多野僚,高瀬慎介,森口周二,寺田賢二郎,大竹雄
    • Journal Title

      日本計算工学会論文集

      Volume: 印刷中

    • NAID

      130007803139

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improvement of side resistance prediction for pile foundation using construction information2020

    • Author(s)
      Yu Otake, Shinya Watanabe and Taisaku mizutani
    • Journal Title

      Canadian Geotechnical Journal

      Volume: Accepted

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improvement in the information-oriented construction of temporary soil-retaining walls using sparse modeling2019

    • Author(s)
      Yu Otake, Shinnosuke Kodama, Shinya Watanabe
    • Journal Title

      Underground Space

      Volume: 4 Pages: 210-224

    • Related Report
      2019 Annual Research Report
  • [Journal Article] A basic study on the application of LRFD in “the technical standard for port and harbour facilities in Japan”: a case of gravity type quay wall in a persistent design situation2019

    • Author(s)
      Masahiro Takenobu, Masafumi Miyata, Yu Otake & Takehiko Sato
    • Journal Title

      Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards

      Volume: 13 Pages: 195-204

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 目視点検データの統計解析に基づくRC床版を有する港湾桟橋構造物の劣化要因分析2019

    • Author(s)
      北澤周作,大竹雄,兵頭武志,林田秀樹,本城勇介
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: 75 Pages: 311-319

    • NAID

      130007748769

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tsunami hazard and risk assessment for multiple buildings by considering the spatial correlation of wave height using copulas2019

    • Author(s)
      Yo Fukutani, Shuji Moriguchi, Kenjiro Terada, Takuma Kotani, Yu Otake, and Toshikazu Kitano
    • Journal Title

      Natural Hazards and Earth System Sciences

      Volume: 19 Pages: 2619-2634

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] スパースモデリングの基本的考え方と土木工学への適用に関する基礎研究2018

    • Author(s)
      吉田郁政, 田崎陽介, 児玉真乃介, 大竹雄
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 73

    • NAID

      130006329890

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 個別要素法を用いた落石解析における斜面物性の空間分布の影響2018

    • Author(s)
      上原直秀, 橘一光, 菅野蓮華, 森口周二, 寺田賢二郎, 高瀬慎介, 大竹雄
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 73

    • NAID

      130006329888

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 盛土内の不均質透水性空間分布の生成と不飽和降雨浸透解析への適用2018

    • Author(s)
      深田竜司, 肥後陽介, 大竹雄, 南野佑貴, 加藤亮輔
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 73

    • NAID

      130006329939

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Sampling Placement in a Gaussian Random Field Based on Value of Information2018

    • Author(s)
      Ikumasa Yoshida, Yosuke Tasaki, Yu Otake and Stephen Wu
    • Journal Title

      ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems

      Volume: Vol.4 Pages: 11-11

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Presentation] Convolutional-Sparse-Coded Dynamic Mode Decomposition and Its Application to River State Estimation2019

    • Author(s)
      Yuhei Kaneko, Shogo Muramatsu, Hiroyasu Yasuda, Kiyoshi Hayasaka, Yu Otake, Shunsuke Ono, Masahiro Yukawa
    • Organizer
      Proc. Of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Normative Statistical Solutions for Common Geotechnical Problems2019

    • Author(s)
      Yusuke Honjo and Yu Otake
    • Organizer
      Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Basic Study on Reliability Analysis Method for Circular Slip Failure Considered with the Determination Method of the Characteristic Value of Soil Property in Technical Standard for Port in Japan2019

    • Author(s)
      Masahiro Takenobu, Masafumi Miyata, Hideki Kawamata, Hiroaki Matsubara, Yoichi Watabe, and Yu Otake
    • Organizer
      Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modeling of Spatial Distribution of the Piping Hazard for River Dikes Based on Actual Data2019

    • Author(s)
      Hiroto Koide and Yu Otake
    • Organizer
      Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Validation of Numerical Analysis Based on Mode Decomposition2019

    • Author(s)
      Yu Otake, Yosuke Higo, Kyohei Shigeno, and Shinya Watanabe
    • Organizer
      Proceedings of the 7th International Symposium on Geotechnical Safety and Risk (ISGSR 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reliability Assessment for Pile Foundations Using Construction Information Based on Incomplete Data2018

    • Author(s)
      Yu Otake, Shinya Watanabe
    • Organizer
      Proc. of 6th International Symposium on Reliability Engineering and Risk Man-agement (6ISRERM)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Characterizaion of Epistemic Uncertainty in River Dike Risk Assessment consid-ering Spatial Distribtuion of Soil Layer2018

    • Author(s)
      Hiroto Koide, Yu Otake
    • Organizer
      Proc. of 6th International Symposium on Reliability Engineering and Risk Man-agement (6ISRERM)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Tsunami Risk Analysis Considering Correlations Among Coastal Cities2018

    • Author(s)
      T. Kotani, S. Moriguchi, K. Terada, S. Takase, Y. Otake, Y. Fukutani, M. Sa-kuraba
    • Organizer
      Proc. 7th Asia Conference on Earthquake Engineering, CD-ROM(8 pages), 2018.
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Book] 信頼性設計法と性能設計の理念と実際:地盤構造物を中心として2019

    • Author(s)
      本城 勇介・大竹雄
    • Total Pages
      400
    • Publisher
      技報堂出版 株式会社
    • Related Report
      2019 Annual Research Report

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

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