An algorithm based on the hypervolume indicator and its application to voltage coordinated control
An algorithm based on the hypervolume indicator and its application to voltage coordinated control
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DOI：
10.1016/j.ijepes.2013.12.003
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发表时间：
2014-05
影响因子：
5.2
通讯作者：
Anan Zhang;Shi Chen;Hongwei Li;Yawen Deng;Wei Fang;Xia Shen
中科院分区：
文献类型：
--
作者：
Anan Zhang;Shi Chen;Hongwei Li;Yawen Deng;Wei Fang;Xia Shen
电压协调控制涉及多时间尺度、多目标空间的协调控制，是智能电网的关键技术之一。针对多目标空间电压协调控制的物理本质，提出了一种基于ε超体积指标的多目标电压协调控制方法，用于在以ε为主的区域划分的多目标空间中搜索解。在几种网格模型上与几种主流的多目标优化方法进行了比较，验证了该方法的有效性。
Voltage coordinated control involves the coordinated control of multiple time scales and multi-objective space, which is one of the key technologies of the smart grid. This paper focuses on the physical nature of voltage coordinated control in multi-objective space and proposes a method of coordinated control based on the ε-hypervolume indicator to search for solutions in the multi-objective space partitioned by the ε-dominated domain. The method was compared with several mainstream multi-objective optimization methods on several grid models to verify its effectiveness.