Solution of different types of economic load dispatch problems using a pattern search method

被引:32
|
作者
Al-Sumait, J. S. [2 ]
Sykulski, J. K. [2 ]
Al-Othman, A. K. [1 ]
机构
[1] Coll Technol Studies, Dept Elect Engn, Alrawda 73452, Kuwait
[2] Univ Southampton, Elect Power Engn Grp, Highfield Southampton, England
关键词
ELD; DS method; PS method; evolutionary algorithms; optimization;
D O I
10.1080/15325000701603892
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 information about the gradient of the objective function when searching for an optimum solution. One such method is a pattern search (PS) algorithm. This study presents a new approach based on a constrained PS algorithm to solve various types of power system economic load dispatch (ELD) problems. These problems include economic dispatch with valve point (EDVP) effects, multi-area economic load dispatch (MAED), companied economic-environmental dispatch (CEED), and cubic cost function economic dispatch (QCFED). For illustrative purposes, the proposed PS technique has been applied to each of the above dispatch problems 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 suggests that PS methods may be very efficient when solving power system ELD problems.
引用
收藏
页码:250 / 265
页数:16
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