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An ε-domination based fuzzy muIti-objective reactive power optimization approach and its applications

机译:基于ε控制的模糊多目标无功优化方法及其应用

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摘要

A novel ε-domination based fuzzy multi-objective reactive power optimization approach has been proposed in this paper, which was characterized by a fuzzy multi-objectives model, the adaptive ε-domination conception and a post-evaluation fuzzy logic controller. This approach could overcome some shortcomings of other multi-objective evolutionary algorithm (MOEA) methods used in reactive power optimization currently, which are time consuming computation, poor orientability and applicability. IEEE14, IEEE30 and IEEE118 systems were used to test the approach against some other popular MOEAs, results shows the method can maintain good search outcome and save a lot computation time. Moreover, the approach has been tested in some actual systems, which approves its efficiency also.
机译:提出了一种基于ε控制的模糊多目标无功优化方法,该方法以模糊多目标模型,自适应ε控制概念和后评估模糊逻辑控制器为特征。该方法可以克服目前无功优化中使用的其他多目标进化算法(MOEA)的一些缺点,即计算耗时,可定向性和适用性差。使用IEEE14,IEEE30和IEEE118系统对其他一些流行的MOEA进行了测试,结果表明该方法可以保持良好的搜索结果并节省大量的计算时间。而且,该方法已经在一些实际系统中进行了测试,这也证明了其效率。

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