淡江大學機構典藏:Item 987654321/67870
English  |  正體中文  |  简体中文  |  全文筆數/總筆數 : 56841/90599 (63%)
造訪人次 : 12151254      線上人數 : 86
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜尋範圍 查詢小技巧:
  • 您可在西文檢索詞彙前後加上"雙引號",以獲取較精準的檢索結果
  • 若欲以作者姓名搜尋,建議至進階搜尋限定作者欄位,可獲得較完整資料
  • 進階搜尋
    請使用永久網址來引用或連結此文件: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/67870


    題名: Real-Time Reservoir Operation for Flood Control Using Artificial Intelligent Techniques
    作者: Chang, Li-Chiu;Chang, Fi-John;Hsu, Hung-Cheng
    貢獻者: 淡江大學水資源及環境工程學系
    關鍵詞: Reservoir flood control;Adaptive network-based fuzzy inference system;ANFIS;Genetic algorithm;GA;Real-time decision-making process
    日期: 2011-05
    上傳時間: 2011-10-23 02:09:53 (UTC+8)
    出版者: Berlin: Walter de Gruyter GmbH & Co. KG
    摘要: Real-time reservoir operation for flood control is a continuous and instant decision-making process based on relevant operating rules, in addition to the immediate rainfall and hydrological information. To reduce downstream flood peak stage and store floodwaters for future use, reservoir operational for flood control plays a critical role. The aim of this study is to establish a real-time reservoir operational model, the intelligent fuzzy flood control model (IFFCM), for flood control to ensure reservoir safety and store floodwaters for future use. The model includes two major artificial intelligent processes: knowledge acquirement and implementation, and fuzzy inference system. The IFFCM is first built by extracting the knowledge from the optimal operating hydrographs of typhoon events obtained by genetic algorithm (GA) and is then inferred reservoir release by the adaptive network-based fuzzy inference system (ANFIS). The Shihmen Reservoir in northern Taiwan is used as a case study with particular attention to the operations of 26 flood events by the proposed method. The results demonstrate that the proposed model can perform much better than historical reservoir operations and effectively reduce downstream peak flood stage and store floodwaters for future use.
    關聯: International Journal of Nonlinear Sciences and Numerical Simulation 11(11), pp.887-902
    DOI: 10.1515/IJNSNS.2010.11.11.887
    顯示於類別:[水資源及環境工程學系暨研究所] 期刊論文

    文件中的檔案:

    檔案 描述 大小格式瀏覽次數
    2191-0294_11(11)p887-902.pdf3644KbAdobe PDF1檢視/開啟

    在機構典藏中所有的資料項目都受到原著作權保護.

    TAIR相關文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回饋