Optimal placement of capacitors in distribution systems using an immune multi-objective algorithm

被引：46

作者：

Huang, Tsong-Liang ^{[2
]}

Hsiao, Ying-Tung ^{[2
]}

Chang, Chih-Han ^{[3
]}

Jiang, Joe-Air ^{[1
]}

机构：

[1] Natl Taiwan Univ, Dept Bio Ind Mechatron Engn, Taipei 106, Taiwan

[2] Natl Taipei Univ Educ, Dept Comp Sci, Taipei 106, Taiwan

[3] Tamkang Univ, Dept Elect Engn, Taipei 106, Taiwan

来源：

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2008年 / 30卷 / 03期

关键词：

capacitor placement; immune algorithm; non-inferior set; compromise programming;

D O I：

10.1016/j.ijepes.2007.06.012

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This work proposes a two-stage immune algorithm that embeds the compromise programming to perform multi-objective optimal capacitor placement. A new problem formulation model that involves fuzzy sets to reflect the imprecise nature of objectives and incorporates multiple planning requirements is presented. The proposed approach finds a set of non-inferior (Pareto) solutions rather than any single aggregated optimal solution. Additionally, this developed approach eliminates the need for any user-defined weight factor to aggregate all objectives. Comparative studies are conducted on an actual system with encouraging results, demonstrating the effectiveness of the proposed approach. (C) 2007 Elsevier Ltd. All rights reserved.

引用

页码：184 / 192

页数：9

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