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

2011 Fiscal Year Final Research Report

• Project/Area Number: 21380146
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Irrigation, drainage and rural engineering/Rural planning
• Research Institution: Ehime 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
• Keywords: 溜池

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.

Research Products

• [Journal Article] Effect of impervios zone width of an embankment dam on blanket design length (2012)
  • 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)
  • Peer Reviewed
• [Journal Article] Water quality characterization and index optimization (2012)
  • 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)
  • Peer Reviewed
• [Journal Article] A Simple model for estimating phreatic surface location and seepage discharge through a small homogeneous earth dam on inclined foundation, Irrigation (2012)
  • 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)
  • Peer Reviewed
• [Journal Article] Evaluation of arching action generated in the backfill between outlet conduit and existing embankment, Irrigation (2012)
  • 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
  • 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
  • Peer Reviewed
• [Journal Article] Optimum design of triangular/rectangular soil blanket under given volume of blanket material, Irrigation (2011)
  • 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
  • Peer Reviewed
• [Journal Article] Optimum design of triangular/rectangular soil blanket under given design seepage discharge, Irrigation (2011)
  • 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
  • Peer Reviewed
• [Journal Article] An analytical solution of seepage discharge from a reservoir of embankment dam with triangular soil blanket and its applicability (2011)
  • 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
  • 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
  • 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
• [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
• [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
• [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
• [Presentation] River Suspended Sediment Load Transport Analysis with Data Stratification (2010)
  • 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
• [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
• [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
• [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
• [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
• [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
• [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
• [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
• [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
• [Presentation] Estimation of Suspended Sediment Load by Power and Logarithmic Function Methods Using Mean Load within Discharge Classes (2009)
  • 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
• [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