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漳河水库多目标中长期优化调度研究

The Application of NSGA-Ⅱ for Medium or Long-term Multi-objective Optimal Scheduling in Zhanghe Reservoir

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【作者】 祝杰陈森林万飚黄速艇涂晶晶付湘

【Author】 ZHU Jie;CHEN Sen-lin;WAN Biao;HUANG Shu-ting;TU Jing-jing;FU Xiang;State Key Laboratory of Water Resources and Hydropower Engineering Science,Wuhan University;

【机构】 武汉大学水资源与水电工程科学国家重点实验室

【摘要】 结合漳河水库中长期优化调度中发电、灌溉需求的特点,以多年平均发电量和年灌溉保证率最大为目标,以发电保证率为约束,建立了漳河水库多目标中长期优化调度模型。针对遗传算法种群初始化出现不可行解集的问题,运用改进的NSGA-Ⅱ进行求解,得出了调度决策方案,并进一步探讨了合理装机容量的选定。结果表明,利用该方法可有效地求解水库多目标中长期优化问题,对电站合理装机容量的选定提供了新的思路。

【Abstract】 Considering power generation and irrigation needs in the medium or long-term optimal scheduling of Zhanghe Reservoir,the optimal scheduling model is established that takes annual generated energy and irrigation guarantee rate as the objective and the generated guarantee rate as limiting condition..In order to avoid the unfeasible population initialization of genetic algorith,the model is solved by improved NSGA-Ⅱand strategies are given after analyzing the result.This method for solving reservoir multi-objective optimization problem,enough and uniformly distributed Pareto front end can be achieved,which can effectively solve the multi-objective reservoir and long-term scheduling problem.

【基金】 国家自然科学基金资助项目(51179130)
  • 【文献出处】 中国农村水利水电 ,China Rural Water and Hydropower , 编辑部邮箱 ,2013年09期
  • 【分类号】TV697.1
  • 【被引频次】8
  • 【下载频次】182
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