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1998 Fiscal Year Final Research Report Summary

Water environment of irrigation and drainage systems and optimal water control in flat low-lying areas along a coastal zone

Research Project

Project/Area Number 08456121
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 InstitutionKyushu University

Principal Investigator

SHIKASHO Shiomi  Kyushu University, Faculty of Agriculture, Professor, 農学部, 教授 (80038265)

Co-Investigator(Kenkyū-buntansha) HIRAMATSU Kazuaki  Kyushu University, Faculty of Agriculture, Assistant Professor, 農学部, 助手 (10199094)
MORI Ken  Kyushu University, Faculty of Agriculture, Associate Professor, 農学部, 助教授 (50117272)
Project Period (FY) 1996 – 1998
KeywordsFlat low-lying area / Irrigation and drainage / Optimal water control / Expert system / Water-environmental conservation / Flood runoff / Prediction / Artificial intelligence
Research Abstract

In flat low-lying areas along a coastal zone, the optimal control of irrigation and drainage systems for water-environmental conservation depends on the accurate understanding of flow regimes. During the high water season, a quantitative understanding of flood runoff phenomena is required in particular for optimal control of drainage systems. On the other hand, during the low water season, the physical dynamics of water quality must be considered to maintain good water quality because of the influence of stagnant water and oceanographic phenomena.
In this study, we examined the characteristics of flow regime and the physical dynamics of water quality in flat low-lying areas along a coastal zone, and numerical models were obtained to predict optimal water environment and control irrigation and drainage systems.
First, Artificial Intelligence models were applied to predict water-stages in a tidal river. It was suggested that Al was an effective technique for the short-term prediction of the boundary conditions that should be used when controlling irrigation aid drainage systems optimally
Second, the transport of dissolved matter in a stagnant body of water was investigated using flume experiments and field observations. It was concluded that the vertical and horizontal transport of dissolved matter was characterized by convection due to the heating and cooling of the water surface aid wind-induced flow The transport of suspended matter in an open channel flow was also investigated with experiments. The transport of suspended matter could be explained in terms of the dynamical structure of shear flow.
Finally, based upon the above mentioned results, an expert system for the optimal control of irrigation and drainage systems for water-environmental conservation was successfully constructed using the fuzzy control theory.

  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] 森 健: "吹送流型2層流における楔状中間層の挙動" 農業土木学会論文集. 182. 125-131 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 平松和昭: "感潮河川における水位時系列の自己相関構造の抽出と短時間予測" 応用水文. 9. 64-69 (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Shiratani E.: "Modeling of Nitrogen Discharge From a Barley Field" Rural and Environmental Engineering. 33. 37-53 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 原田昌佳: "画像処理による濃度計測法の開発とカオリン浮遊流の乱流拡散係数と粒子沈降速度の逆推定" 農業土木学会論文集. 192. 95-104 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Hiramatsu K.: "The Use of Genetic Algorithm and Artificial Neural network for the Short-Term Prediction of water-Stages in a Tidal River" Proceedings of the 11th Congress of Asia and Pacific Division of the International Association for Hydraulic Research. 587-595 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Harada M.: "Measuring Method of Suspension Concentration in Open Channel Flow using Image Processing" Proceedings of the 11th Congress of Asia and Pacific Division of the International Association for Hydraulic Research. 607-616 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 平松和昭: "フィードバック型ニューラルネットワークによる低平地排水河川の水位予測" 応用水文. 11. 37-45 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Ken MORI: "Behavior of Upwind Wedge-Shaped Intermediate Layer in a Wind Induced Two-Layered Flow" Transactions of the Japanese Society of Irrigation, Drainage and Reclamation Engineering. 182. 125-131 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Kazuaki HIRAMATSU: "Autocorrelation Structure and Short-Term Prediction of River-Water Stage Time Series in a Tidal River" Applied Hydrology. 9. 64-69 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Eisaku SHIRATANI: "Modeling of Nitrogen Discharge From a Barley Field" Rural and Environmental Engineering. 33. 37-53 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Masayoshi HARADA: "A Method of Concentration Measurement using Image Processing to Estimate Turbulent Diffusion Coefficient and Particle Fall Velocity for Suspended Kaolin in Open Channel Flow" Transctions of the Japanese Society of Irrigation, Drainage and Reclamation Engineering. 192. 95-104 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Kazuaki HIRAMATSU: "The Use of Genetic Algorithm and Artificial Neural network for the Short-Term Prediction of water-Stages in a Tidal River" Proceedings of the 11th Congress of Asia and Pacific Division of the International Association for Hydraulic Research. 587-595 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Masayoshi HARADA: "Measuring Method of Suspension Concentration in Open Channel Flow using Image Processing" Proceedings of the 11th Congress of Asia and Pacific Division of the International Association for Hydraulic Research. 607-616 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Kazuaki HIRAMATSU: "Prediction of water-stages in a Tidal River using Feedback Srtificial Neural Network" Applied Hydrology. 11. 37-45 (1998)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1999-12-08  

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