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Optimization and Evaluation of Environmental Operations for Three Gorges Reservoir

机译:三峡库区环境作业优化与评价。

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摘要

This study proposed a multi-objective environmental reservoir operation methodology (MOEROM) and applied the new methodology to the Three Gorges Reservoir (TGR) in China. The MOEROM directly incorporated the statistical water quality models in the objective functions to reflect the response relationships between reservoir operations and water quality in three tributaries (the Xiangxi River, the Daning River and the Xiaojing River). A real-coded genetic algorithm with self-adaptive crossover operators was employed to solve the environmental reservoir operation model. And four different MCDA approaches (AHP, TOPSIS, Fuzzy AHP, and Fuzzy TOPSIS) were proposed to evaluate the optimal operational schemes. The results showed that TOPSIS and AHP were more suitable for selecting the schemes than the others because of the larger fluctuations. To demonstrate the advantage of MOEROM, the environmental operation schemes were compared with traditional and practical operation schemes in 2013. The advantages of the environmental operation scheme over the others were that it would help reach a compromise between economic benefit, flood control and water quality improvement. In the future, more water quality indices, uncertainties in water environmental information, and more efficient algorithms would be further considered and researched.
机译:该研究提出了一种多目标环境水库调度方法(MOEROM),并将新方法应用于中国的三峡水库(TGR)。 MOEROM直接将统计水质模型纳入目标函数中,以反映三个支流(湘西河,大宁河和小荆河)水库运行与水质之间的响应关系。采用具有自适应交叉算子的实编码遗传算法求解环境水库调度模型。并提出了四种不同的MCDA方法(AHP,TOPSIS,Fuzzy AHP和Fuzzy TOPSIS)来评估最佳操作方案。结果表明,由于波动较大,TOPSIS和AHP比其他方案更适合选择方案。为了展示MOEROM的优势,2013年将环境运营方案与传统和实际运营方案进行了比较。与其他方案相比,环境运营方案的优势在于它将有助于在经济效益,防洪和水质改善之间达成折中。将来,将进一步考虑和研究更多的水质指标,水环境信息的不确定性和更有效的算法。

著录项

  • 来源
    《Water Resources Management》 |2016年第10期|3553-3576|共24页
  • 作者单位

    Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China|North China Elect Power Univ, SC Resources & Environm Res Acad, MOE, Key Lab Reg Energy & Environm Syst Optimizat, Beijing 102206, Peoples R China;

    North China Elect Power Univ, SC Resources & Environm Res Acad, MOE, Key Lab Reg Energy & Environm Syst Optimizat, Beijing 102206, Peoples R China|Univ Regina, Fac Engn & Appl Sci, Environm Syst Engn Program, Regina, SK S4S 0A2, Canada;

    Univ Regina, Fac Engn & Appl Sci, Environm Syst Engn Program, Regina, SK S4S 0A2, Canada|Univ Regina, Inst Energy Environm & Sustainable Commun, Regina, SK S4S 7H9, Canada;

    North China Elect Power Univ, SC Resources & Environm Res Acad, MOE, Key Lab Reg Energy & Environm Syst Optimizat, Beijing 102206, Peoples R China;

    North China Elect Power Univ, SC Resources & Environm Res Acad, MOE, Key Lab Reg Energy & Environm Syst Optimizat, Beijing 102206, Peoples R China;

    Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multi-objective programming; Environmental operation; Genetic algorithm; MCDA; Three Gorges Reservoir;

    机译:多目标规划环境操作遗传算法MCDA三峡水库;

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