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基于改进NSGA-Ⅱ算法的电厂多目标负荷分配

Multi-objective Load Distribution Base on Enhanced NSGA-Ⅱ Algorithm in Power Plant

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【作者】 王洋刘金园王东风周黎辉

【Author】 Wang Yang1,Liu Jinyuan2,Wang Dongfeng1,Zhou Lihui1(1.School of Electrical and Electronic Engineering,North China Electric Power University,Baoding 071003,China;2.Huaneng Power Plant in Zhanhua,Zhanhua 256800,China)

【机构】 华北电力大学控制与计算机工程学院华能沾化热电厂

【摘要】 针对电厂负荷分配通常以经济性单目标进行优化的局限性,综合国内外研究情况。确定了以负荷分配中的经济性和快速性为目标建立多目标优化的数学模型。运用改进的NSGA-Ⅱ算法求解负荷分配问题,得到Pareto最优解集,并引入模糊优化理论将优化得到的Pareto最优解集进行隶属度计算得到最优解。实例运行结果表明,该优化方法是正确的、有效的。

【Abstract】 Concerning that load distribution in Power Plant commonly use economy as a single objective to optimize the economic limitations.Composed the research situation at home and abroad,determined to use the load distribution target of economy and rapid to establish the mathematical model of multi-objective optimization.Using Enhanced NSGA-Ⅱalgorithm to solve the problem of load distribution to obtain Pareto optimal solution set,introducing fuzzy optimization theory to do the Membership calculation for what Obtained through the optimization of Pareto optimal solution set to obtain the optimal solution.The result shows that the optimization instance is correct and effective.

  • 【文献出处】 电力科学与工程 ,Electric Power Science and Engineering , 编辑部邮箱 ,2010年08期
  • 【分类号】TP181;TM621
  • 【被引频次】12
  • 【下载频次】193
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