Differential evolutionary algorithm for optimal reactive power dispatch

被引:133
作者
Varadarajan, M. [1 ]
Swarup, K. S. [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Madras 600036, Tamil Nadu, India
关键词
evolutionary computation; differential evolution; optimal power flow; loss minimization; penalty function;
D O I
10.1016/j.ijepes.2008.03.003
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 paper presents differential evolutionary algorithm for optimal dispatch for reactive power and voltage control in power system operation studies. The problem is formulated as a mixed integer, nonlinear optimization problem taking into account both continuous and discrete control variables The optimal. setting of control variables such as generator voltages, tap positions of tap changing transformers and the number of shunt reactive compensation devices to be switched for real power loss minimization in the transmission system are determined. In the proposed method, the inequality operational constraints were handled by "penalty parameterless" approach. This helps in avoiding the time-consuming trial and error process for fixing the penalty parameter and makes the process system independent. The algorithm was tested on standard IEEE 14,30,57 and 118-Bus systems and the results compared with conventional method. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:435 / 441
页数:7
相关论文
共 22 条