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Study on On-Line Prediction of Node Water Demands and Optimal Water pressure Control in Water Supply Network

Research Project

Project/Area Number 63550377
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Hydraulic engineering
Research InstitutionKyushu University

Principal Investigator

JINNO Kenji  Kyushu University, Associate Professor, 工学部, 助教授 (80038025)

Co-Investigator(Kenkyū-buntansha) KAWAMURA Akira  Kyushu University, Research Associate, 工学部, 助手 (10177735)
UEDA Toshihiko  Kyushu University, Professor, 工学部, 教授 (30037692)
Project Period (FY) 1988 – 1989
Project Status Completed (Fiscal Year 1989)
Budget Amount *help
¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1989: ¥300,000 (Direct Cost: ¥300,000)
Fiscal Year 1988: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsWater supply network / On-line prediction / Water demand prediction / Kalman filter / Pressure control / Pipe network analysis / Sensor information / 配水ネットワーク / カルマンフィルター
Research Abstract

(1) On-line prediction method of node water demandsinwatersupply network. To optimally control city water supply network, accurate predictions of water demands are required. Hence, this study presents a method to predict on-line the node water demands, node hydraulic pressures and pipe discharges in city water supply network. This prediction algorithm is developed based on the Kalman filtering theory, where the equation of continuity and linearized equation of head loss are transformed into observation equation. Sensor information on some of the pipe discharges, node hydraulic pressures and valve openings in the network are the observable variables in the prediction algorithm. To demonstrate the accuracy of the method, it is applied to the Fukuoka City water supply network using synthetically generated and actual node water demands. Moreover, the basic characteristics of the method such as the effect of changing valve openings on the accuracy of the prediction are investigated in detail.
(2) Pipe network analysis by nodal energy method considering valve head loss. To control the hydraulic pressures in a pipe network, it is necessary to analyze first the network flow considering the head losses caused by valves as well as frictions. In this study, a pipe network analysis by nodal energy method is formulated, in which the valve head loss is considered without increasing the number of nodal points caused by setting up additional valves. The computer program for this analysis is presented, and it can be applied easily to the case of valves existing and to the case of valves not existing. Results of the application to the actual pipe network show the effectiveness of the method and program.

Report

(3 results)
  • 1989 Annual Research Report   Final Research Report Summary
  • 1988 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 上田年比古: "センサ情報を用いた配水管網の流量、水圧、需要量の予測" 九州大学工学集報. 59. 677-684 (1986)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Akira Kawamura: "On-Line Prediction method for water demands in city water supply network system" Proceedings of the 6th Conference of the Asian and Pacific Regional division of the International Associatin for Hydraulic research. 277-284 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 河村明: "自己回帰モデルによる配水管網系の節点需要量のオンライン予測" 九州大学工学集報. 62. 83-90 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 河村明: "上水道配水管網系の節点需要量のオンライン予測に関する研究" 土木学会論文集. 405. 245-254 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 河村明: "福岡市配水管網系における節点需要量のオンライン予測" 第3回水システム自動計測制御国内ワ-クショップ論文集. 319-322 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 河村明: "バルブ損失水頭を考慮した節点法による管網計算法" 水道協会雑誌. 58. 18-28 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Ueda, T., Jinno, K., Kawamura, A. and Doi, K.: "Prediction of Pipe Discharges, Hydraulic Pressures and Water Demands in Water Supply Network Using Sensor Information" Technology Reports of Kyushu University. Vol.59, No.5. 677-684 (1986)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kawamura, A., Jinno, K., Ueda, T., Doi, K. and Medina, R. R.: "On-Line Prediction Method for Water Demands in City Water Supply Network System" Proceedings of the 6th Conference of the Asian and Pacific Regional Division of the International Association for Hydraulic Research, 277-284, 1988.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kawamura, A., Jinno, K., Ueda, T. and Kotani, S.: "On-Line Prediction of Node Water Demands in Water Supply Network Using Autoregressive Model" Technology Reports of Kyushu University, Vol.62, No.2, 83-90, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kawamura, A., Jinno, K., Ueda, T. and Doi, K.: "Study on On-Line Prediction of Node Water Demands in Water Supply Network" Proceedings of Japan Society of Civil Engineers, No.405/II-11, 245-254, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kawamura, A., Jinno, K., Ueda, T. and Kotani, S.: "On-Line Prediction of Node Water Demands in Water Supply Network of Fukuoka City" Proceedings of the Third National Workshop on Automatic Control for Water System, 319-322, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Kawamura, A., Kotani, S., Ueda, T. and Jinno, K.: "Pipe Network Analysis by Nodal Energy Method Considering Valve Head Loss" Journal of Japan Water Works Association, Vol.58, No.11, 18-28, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 上田年比古: "センサ情報を用いた配水管網の流量・水圧・需要量の予測" 九州大学工学集報. 59. 677-684 (1986)

    • Related Report
      1989 Annual Research Report
  • [Publications] Akira Kawamura: "On-line prediction method for water demands in city water supply network system" Proceedings of the 6th Conference of the Asian and Pacific Regional division of the International Association for Hydraulic research. 277-284 (1988)

    • Related Report
      1989 Annual Research Report
  • [Publications] 河村明: "自己回帰モデルによる配水管網系の節点需要量のオンライン予測" 九州大学工学集報. 62. 83-90 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 河村明: "上水道配水管網系の節点需要量のオンライン予測に関する研究" 土木学会論文集. 405. 245-254 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 河村明: "福岡市配水管網系における節点需要量のオンライン予測" 第3回水システム自動計測制御国内ワ-クショップ論文集. 319-322 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 河村明: "バルブ損失水頭を考慮した節点法による管網計算法" 水道協会雑誌. 58. 18-28 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 上田年比古: 九大工学集報. 59. 677-684 (1986)

    • Related Report
      1988 Annual Research Report
  • [Publications] 河村明: 水理講演会. 277-282 (1987)

    • Related Report
      1988 Annual Research Report
  • [Publications] 河村明: 水資源シンポジウム. 373-378 (1987)

    • Related Report
      1988 Annual Research Report
  • [Publications] Akira KAWAMURA.: Proceeding of the 6th Congress of the Asian and Pacific Regional Division of the International Association for Hydraulic Research. 277-284 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] 河村明: 九大工学集報. 62. (1989)

    • Related Report
      1988 Annual Research Report
  • [Publications] 河村明: 土木学会論文集. (1989)

    • Related Report
      1988 Annual Research Report

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Published: 1988-04-01   Modified: 2016-04-21  

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