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四川大学电气信息学院
纸质出版日期:2009,
网络出版日期:2008-9-11,
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张安安,杨洪耕.考虑电压稳定性的快速多目标无功优化方法[J].工程科学与技术,2009,41(6):219-225.
Zhang An-an, YANG Hong-geng. A Fast Approach to Multi-objective Reactive Power Optimization Considering Voltage Stability[J]. Advanced Engineering Sciences, 2009,41(6):219-225.
中文摘要: 针对多目标无功优化方法存在寻优时间过长,优化结果针对性不强以及难以实现自动实时控制的问题,将一种基于ε-支配域的多目标进化算法应用到多目标无功优化的求解中,根据多目标模糊评价函数各目标分量的不同重要程度,构建出自适应ε-支配域
生成相应的后评价模糊控制器以实现优化结果的智能选择。在IEEE14,IEEE30和IEEE118节点系统上进行仿真试验,并与几种典型的多目标优化方法进行比较,证明了所提出的方法能使多目标无功优化的速度得到较大提高,针对系统的薄弱环节进行改进,从而更适用于电力系统自动实时控制。
Abstract:In order to solve the problem that the Multi-objective Evolutionary Algorithm (MOEA) used in reactive power optimization currently has the shortcomings of time consuming computation
poor orientability and applicability
a ε-omination based MOEA was applied in reactive power optimization.According to different significance among objective components
an adaptive ε-omination was created and relevant post-evaluation fuzzy logic controller was established to select solution. IEEE14
IEEE30 and IEEE118 systems were utilized to test the approach against some other state-of-the-art MOEAs and the results showed that the method could maintain good search results
save a lot computation time and fit to real-time control.
无功优化多目标优化ε-支配域电压稳定性
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