DocumentCode
1441560
Title
Solution of Optimal Power Flow Subject to Security Constraints by a New Improved Bacterial Foraging Method
Author
Amjady, Nima ; Fatemi, H. ; Zareipour, Hamidreza
Author_Institution
Dept. of Electr. Eng., Semnan Univ., Semnan, Iran
Volume
27
Issue
3
fYear
2012
Firstpage
1311
Lastpage
1323
Abstract
In this paper, a new solution method, which is an improved version of bacterial foraging (BF) technique, is proposed for optimal power flow with security constraints (OPF-SC) problem. The OPF-SC is a nonlinear programming optimization problem with complex discontinuous solution space. BF is a recently developed advanced stochastic search technique owning high exploitation and local search capabilities to search the promising areas of the solution space with high resolution. Saving the advantages of BF, the exploration capability and diversity of the search process of BF are enhanced in the proposed improved version of BF (IBF) to cover different areas of the solution space avoiding being trapped in local minima. The effectiveness of the suggested solution strategy to solve the OPF-SC problem is extensively illustrated on some well-known test systems. Moreover, the proposed IBF is compared with many recently published OPF and OPF-SC solution methods.
Keywords
load flow; nonlinear programming; power system security; search problems; stochastic programming; IBF method; OPF-SC; complex discontinuous solution space; improved bacterial foraging method; local search capability; nonlinear programming optimization problem; optimal power flow; security constraint; stochastic search technique; Cost function; Fuels; Microorganisms; Power systems; Search problems; Security; Exploitation; exploration; improved bacterial foraging; optimal power flow with security constraints; search diversity;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2011.2175455
Filename
6146388
Link To Document