Multi-objective design method for hybrid active power filter

被引：1

作者：

Yu J. ^{[1
]}

Deng L. ^{[1
]}

Liu M. ^{[1
]}

Qiu Z. ^{[1
]}

机构：

[1] School of Information Science and Engineering, Central South University, Changsha, Hunan

来源：

International Journal of Emerging Electric Power Systems | 2017年 / 18卷 / 06期

关键词：

chaotic mutation operator; hybrid active power filter; multi-objective optimization; particle swarm optimization;

D O I：

10.1515/ijeeps-2017-0099

中图分类号：

学科分类号：

摘要：

In this paper, a multi-objective optimal design for transformerless hybrid active power filter (HAPF) is proposed. The interactions between the active and passive circuits is analyzed, and by taking the interactions into consideration, a three-dimensional objective problem comprising of performance, efficiency and cost of HAPF system is formulated. To deal with the multiple constraints and the strong coupling characteristics of the optimization model, a novel constraint processing mechanism based on distance measurement and adaptive penalty function is presented. In order to improve the diversity of optimal solution and the local searching ability of the particle swarm optimization (PSO) algorithm, a chaotic mutation operator based on multistage neighborhood is proposed. The simulation results show that the optimums near the ordinate origin of the three-dimension space make better tradeoff among the performance, efficiency and cost of HAPF, and the experimental results of transformerless HAPF verify the effectiveness of the method for multi-objective optimization and design. © 2017 Walter de Gruyter GmbH, Berlin/Boston.

引用

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