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 :
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