Application of pattern search method to power system valve-point economic load dispatch

被引:118
作者
Al-Sumait, J. S. [2 ]
Al-Othman, A. K. [1 ]
Sykulski, J. K. [2 ]
机构
[1] Coll Technol Studies, Dept Elect Engn, Alrawda 73452, Kuwait
[2] Univ Southampton, Elect & Comp Sci Sch, Highfield Southampton SO17 1BJ, England
关键词
economic-load dispatch; valve-point effect; direct search method; pattern search method; evolutionary algorithms (EA); optimization;
D O I
10.1016/j.ijepes.2007.06.016
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
Direct search (DS) methods are evolutionary algorithms used to solve constrained optimization problems. DS methods do not require any information about the gradient of the objective function at hand, while searching for an optimum solution. One of such methods is pattern search (PS) algorithm. This study presents a new approach based on a constrained pattern search algorithm to solve well-known power system economic load dispatch problem (ELD) with valve-point effect. For illustrative purposes, the proposed PS technique has been applied to various test systems to validate its effectiveness. Furthermore, convergence characteristics and robustness of the proposed method has been assessed and investigated through comparison with results reported in literature. The outcome is very encouraging and proves that pattern search (PS) is very applicable for solving power system economic load dispatch problem. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:720 / 730
页数:11
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