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Construction of performance degradation model and development of performance estimation system for stock management of irrigation tank

Research Project

Project/Area Number 21380146
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Irrigation, drainage and rural engineering/Rural planning
Research InstitutionEhime University

Principal Investigator

KOBAYASHI Noriyuki  愛媛大学, 農学部, 准教授 (00314972)

Co-Investigator(Kenkyū-buntansha) NISHIYAMA Tatsuro  愛媛大学, 農学部, 准教授 (30294440)
YOSHITAKE Yoshitaka  愛媛大学, 農学部, 教授 (20033326)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥14,170,000 (Direct Cost: ¥10,900,000、Indirect Cost: ¥3,270,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2010: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2009: ¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
Keywords溜池 / ストマックマネジメント / 性能劣化 / 非破壊検査 / ストックマネジメント / 非破壊探査
Research Abstract

This research aimed to establish the method of functional diagnosis and to develop the performance estimation system for stock management of irrigation tanks. The field investigations by two types of the geophysical exploration methods, that is, the electrical resistivity method and the surface wave method, are carried out in three overage irrigation tanks. The spatial distributions of the electric resistivity and the S-wave velocity are individually obtained by the two methods, and the self-organizing map(SOM) is employed to combine the two results organically. SOM is a type of artificial neural network that is trained using unsupervised learning to produce a two dimensional discretized representation called a map. This makes SOM useful for visualizing low-dimensional views of high dimensional data. The soil types are classified automatically and objectively with the S-wave velocity, the electric resistivity and the change ratio of electric resistivity measured in full water level and low water level adopted as the input vectors. This procedure also enables us to estimate the grouting area. A computational method, incorporating the finite element model into identification using the Monte Carlo filter, is suggested in order to estimate deteriorated area within embankment of irrigation tank based on measured data on the settlement.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (42 results)

All 2012 2011 2010 2009

All Journal Article (15 results) (of which Peer Reviewed: 15 results) Presentation (27 results)

  • [Journal Article] Effect of impervios zone width of an embankment dam on blanket design length2012

    • Author(s)
      Fujihara, M., Kobayashi, N., Nishiyama, T., Izumi, T. and Yoshitake, Y.
    • Journal Title

      Journal of Rainwater Catchment Systems

      Volume: (掲載決定)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Water quality characterization and index optimization2012

    • Author(s)
      Lapong, E., Fujihara, M., Izumi, T., Hamagami, K., Kobayashi, N. and Kakihara, T.
    • Journal Title

      Journal of Rainwater Catchment Systems

      Volume: (掲載決定)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Simple model for estimating phreatic surface location and seepage discharge through a small homogeneous earth dam on inclined foundation, Irrigation2012

    • Author(s)
      Yoshitake, Y., Kobayashi, N., Fujihara, M., Nishiyama, T. and Izumi, T.
    • Journal Title

      Drainage and Rural Engineering Journal

      Volume: (掲載決定)

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of arching action generated in the backfill between outlet conduit and existing embankment, Irrigation2012

    • Author(s)
      Kobayashi, N., Mochida, J., Sumida, Y. and Yoshitake, Y.
    • Journal Title

      Drainage and Rural Engineering Journal

      Volume: No.278(80-2) Pages: 145-152

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 四万十川支流広見川のSS負荷量とそれに及ぼす水田農業の影響2012

    • Author(s)
      藤原正幸, ラポンエドワード, 泉智揮, 濱上邦彦, 小林範之, 垣原登志子
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol.68, No.4 Pages: 631-636

    • NAID

      130004557728

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 四万十川支流広見川のSS負荷量とそれに及ぼす水田農業の影響2012

    • Author(s)
      藤原正幸, ラポン エドワード, 泉智揮, 濱上邦彦, 小林範之, 垣原登志子
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 68-4

    • NAID

      130004557728

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of triangular/rectangular soil blanket under given volume of blanket material, Irrigation2011

    • Author(s)
      Kobayashi, N., Fujihara, M., Nishiyama, T., Izumi, T. and Yoshitake, Y.
    • Journal Title

      Drainage and Rural Engineering Journal

      Volume: No.276(79-6) Pages: 31-36

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of triangular/rectangular soil blanket under given design seepage discharge, Irrigation2011

    • Author(s)
      Fujihara, M., Kobayashi, N., Nishiyama, T., Izumi, T. and Yoshitake, Y.
    • Journal Title

      Drainage and Rural Engineering Journal

      Volume: No.276(79-6) Pages: 25-30

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] An analytical solution of seepage discharge from a reservoir of embankment dam with triangular soil blanket and its applicability2011

    • Author(s)
      Yoshitake, Y., Kobayashi, N., Fujihara, M. and Nishiyama, T.
    • Journal Title

      Irrigation, Drainage and Rural Engineering Journal

      Volume: No.272(79-2) Pages: 65-71

    • NAID

      10028208060

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] An analytical solution of seepage discharge from a reservoir of embankment dam with triangular soil blanket and its applicability2011

    • Author(s)
      Yoshitake, Y., Kobayashi, N., Fujihara, M., Nishiyama, T.
    • Journal Title

      Irrigation, Drainage and Rural Engineering Journal

      Volume: 272(79-2) Pages: 65-71

    • NAID

      10028208060

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of triangular/rectangular soil blanket under given design seepage discharge2011

    • Author(s)
      Fujihara, M., Kobayashi, N., Nishiyama, T., Izumi, T., Yoshitake, Y.
    • Journal Title

      Irrigation, Drainage and Rural Engineering Journal

      Volume: 276(79-6) Pages: 25-30

    • NAID

      10030474921

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of triangular/rectangular soil blanket under given volume of blanket material2011

    • Author(s)
      Kobayashi, N., Fujihara, M., Nishiyama, T., Izumi, T., Yoshitake, Y.
    • Journal Title

      Irrigation, Drainage and Rural Engineering Journal

      Volume: 276(79-6) Pages: 31-36

    • NAID

      10030474926

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finite element analysis for the shear strength appearing in in situ rock shear tests2010

    • Author(s)
      Nishiyama, T., Hasegawa, T
    • Journal Title

      IOP Conference Series : Materials Science and Engineering

      Volume: 10(1)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 締固め土の水浸に伴う体積変化について2009

    • Author(s)
      石井将幸, 小林範之, 野中資博, 吉武美孝
    • Journal Title

      雨水資源化システム学会誌,査読有

      Volume: Vol.15, No.1 Pages: 9-16

    • NAID

      110007359751

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 締固め土の水浸に伴う体積変化について2009

    • Author(s)
      石井将幸, 小林範之, 野中資博, 吉武美孝
    • Journal Title

      雨水資源化システム学会誌 15(1)

      Pages: 9-16

    • NAID

      110007359751

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 地盤の不確実性を考慮した杭基礎構造物の年損傷確率2011

    • Author(s)
      江川典子, 小林範之, 吉武美孝
    • Organizer
      平成23年度農業農村工学会大会講演会
    • Place of Presentation
      松山市
    • Year and Date
      2011-09-08
    • Related Report
      2011 Final Research Report
  • [Presentation] 地盤の不確実性を考慮した杭基礎構造物の年損傷確率2011

    • Author(s)
      小林範之, 森本宝, 吉武美孝
    • Organizer
      土木学会第66回年次学術講演会
    • Place of Presentation
      愛媛県松山市
    • Year and Date
      2011-09-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] 層状岩盤の破壊解析手法の検討2011

    • Author(s)
      西山竜朗・長谷川高士
    • Organizer
      平成23年度農業農村工学会大会講演会講演要旨集
    • Place of Presentation
      福岡市
    • Year and Date
      2011-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] ロックフィル材料の破砕強度評価における影響因子に対する実験的検2011

    • Author(s)
      井上丈嗣・下宮万生・西山竜朗・長谷川高士
    • Organizer
      平成23年度農業農村工学会大会講演会講演要旨集
    • Place of Presentation
      福岡市
    • Year and Date
      2011-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] 自己組織化マップを援用した物理探査によるグラウト充填領域の推定2011

    • Author(s)
      小林範之, 森本宝, 吉武美孝
    • Organizer
      平成23年度農業農村工学会大会講演会
    • Place of Presentation
      福岡市
    • Year and Date
      2011-09-07
    • Related Report
      2011 Final Research Report
  • [Presentation] 層状岩盤の破壊解析手法の検討2011

    • Author(s)
      西山竜朗・長谷川高士
    • Organizer
      平成23年度農業農村工学会大会講演会
    • Place of Presentation
      福岡県福岡市
    • Year and Date
      2011-09-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロックフィル材料の破砕強度評価における影響因子に対する実験的検討2011

    • Author(s)
      井上丈嗣・下宮万生・西山竜朗・長谷川高士
    • Organizer
      平成23年度農業農村工学会大会講演会
    • Place of Presentation
      福岡県福岡市
    • Year and Date
      2011-09-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] River Suspended Sediment Load Transport Analysis with Data Stratification2010

    • Author(s)
      Lapong, E., Fujihara, M., Izumi, T., Hamagami, K., Kakihara, T. and Kobayashi, N.
    • Organizer
      平成22年度応用水理研究部会講演集
    • Place of Presentation
      川崎市
    • Year and Date
      2010-12-11
    • Related Report
      2011 Final Research Report
  • [Presentation] 底樋改修時の盛土に発生するアーチ作用に対する基礎地盤および旧堤体の影響2010

    • Author(s)
      小林範之, 吉武美孝
    • Organizer
      日本雨水資源化システム学会第18回研究発表会講演要旨集
    • Place of Presentation
      岐阜市
    • Year and Date
      2010-11-06
    • Related Report
      2011 Final Research Report
  • [Presentation] 底樋改修時の盛土に発生するアーチ作用に対する基礎地盤および旧堤体の影響2010

    • Author(s)
      小林範之・吉武美孝
    • Organizer
      日本雨水資源化システム学会第18回研究発表会
    • Place of Presentation
      岐阜県岐阜市
    • Year and Date
      2010-11-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] 表面波探査と比抵抗電気探査によるグラウト充填領域の推定2010

    • Author(s)
      森本宝, 小林範之, 吉武美孝
    • Organizer
      第65回農業農村工学会中国四国支部講演会講演要旨集
    • Place of Presentation
      山口市
    • Year and Date
      2010-10-27
    • Related Report
      2011 Final Research Report
  • [Presentation] 表面波探査と比抵抗電気探査によるグラウト充填領域の推定2010

    • Author(s)
      森本宝・小林範之・吉武美孝
    • Organizer
      第65回農業農村工学会中国四国支部講演会
    • Place of Presentation
      山口県山口市
    • Year and Date
      2010-10-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 底樋改修時の盛土に発生するアーチ作用の定量的評価2010

    • Author(s)
      小林範之, 吉武美孝, 隅田勇太郎
    • Organizer
      平成22年度農業農村工学会大会講演会
    • Place of Presentation
      神戸市
    • Year and Date
      2010-09-02
    • Related Report
      2011 Final Research Report
  • [Presentation] 底樋改修時の盛土に発生するアーチ作用の定量的評価2010

    • Author(s)
      小林範之・吉武美孝・隅田勇太郎
    • Organizer
      平成22年度農業農村工学会大会講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2010-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] 界面内蔵有限要素を用いた直接せん断の解2010

    • Author(s)
      西山竜朗・長谷川高士
    • Organizer
      平成22年度農業農村工学会大会講演会
    • Place of Presentation
      神戸市
    • Year and Date
      2010-08-31
    • Related Report
      2011 Final Research Report
  • [Presentation] 界面内蔵有限要素を用いた直接せん断の解析2010

    • Author(s)
      西山竜朗・長谷川高士
    • Organizer
      平成22年度農業農村工学会大会講演会
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2010-08-31
    • Related Report
      2010 Annual Research Report
  • [Presentation] ため池底樋改修時の盛土に発生するアーチ作用の検討2010

    • Author(s)
      持田純弥, 小林範之, 吉武美孝
    • Organizer
      第45回地盤工学研究発表会平成22年度発表講演集
    • Place of Presentation
      松山市
    • Year and Date
      2010-08-18
    • Related Report
      2011 Final Research Report
  • [Presentation] ため池底樋改修時の盛土に発生するアーチ作用の検討2010

    • Author(s)
      持田純弥・小林範之・吉武美孝
    • Organizer
      第45回地盤工学研究発表会
    • Place of Presentation
      愛媛県松山市
    • Year and Date
      2010-08-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] DEMとMPS法のカップリングによる土石流の解析2009

    • Author(s)
      倉増敬, 小林範之, 吉武美孝
    • Organizer
      第64回農業農村工学会中国四国支部講演会講演要旨集
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2011 Final Research Report
  • [Presentation] 既知すべり面の安定解析における普及手法とRBSM法の比較2009

    • Author(s)
      三浦桂子, 西山竜朗
    • Organizer
      第64回農業農村工学会中国四国支部講演会講演要旨集
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2011 Final Research Report
  • [Presentation] 長期供用ダムの漏水量の解析2009

    • Author(s)
      山下賢, 西山竜朗
    • Organizer
      第64回農業農村工学会中国四国支部講演会講演要旨集
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2011 Final Research Report
  • [Presentation] DEMとMPS法のカップリングによる土石流の解析2009

    • Author(s)
      倉増敬, 小林範之, 吉武美孝
    • Organizer
      第64回農業農村工学会中国四国支部講演会
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 既知すべり面の安定解析における普及手法とRBSM法の比較2009

    • Author(s)
      三浦桂子, 西山竜朗
    • Organizer
      第64回農業農村工学会中国四国支部講演会
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 長期供用ダムの漏水量の解析2009

    • Author(s)
      山下賢, 西山竜朗
    • Organizer
      第64回農業農村工学会中国四国支部講演会
    • Place of Presentation
      徳島市
    • Year and Date
      2009-10-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 地震による盛土残留変位に対する非超過確率の算定2009

    • Author(s)
      小林範之, 吉武美孝, 佐藤吏恵
    • Organizer
      平成21年度農業農村工学会大会
    • Place of Presentation
      つくば市
    • Year and Date
      2009-08-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] Estimation of Suspended Sediment Load by Power and Logarithmic Function Methods Using Mean Load within Discharge Classes2009

    • Author(s)
      Lapong, E., Fujihara, M., Kobayashi, N., and Toshiko Kakihara
    • Organizer
      Proceedings of the Annual Congress of Japan Society of Irrigation, Drainage and Rural Engineering in 2009
    • Place of Presentation
      つくば市
    • Year and Date
      2009-08-04
    • Related Report
      2011 Final Research Report
  • [Presentation] 地震による盛土残留変位に対する非超過確率の算定2009

    • Author(s)
      小林範之, 吉武美孝, 佐藤吏恵
    • Organizer
      平成21年度農業農村工学会大会講演要旨集
    • Place of Presentation
      つくば市
    • Year and Date
      2009-08-04
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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