DocumentCode :
151027
Title :
Chaotic based PSO with time-varying acceleration coefficients for security constrained optimal power flow problem
Author :
Polprasert, Jirawadee ; Ongsakul, Weerakorn
Author_Institution :
Energy Field of Study, Asian Inst. of Technol., Klong Luang, Thailand
fYear :
2014
fDate :
19-21 March 2014
Firstpage :
1
Lastpage :
7
Abstract :
This paper proposes a chaotic based particle swarm optimization with time-varying acceleration coefficients (CPSO-TV AC) for solving security constrained optimal power flow (OPF) problem. The proposed CPSO-TVAC is an improved PSO mixing chaotic sequences and crossover operation to enhance the search ability to the global optimum solution. The proposed CPSO-TVAC based optimal power flow is used to minimize the total generation fuel cost satisfying power balance flow equations, real and reactive power generation limits, generator bus voltage limits, tap setting transformer limits, and security voltage and transmission line loading constraints. Test results on the IEEE 30-bus and 118-bus systems indicate that the proposed CPSO-TVAC method renders a lower total generation cost in a faster convergence rate than other heuristic methods, which is favorable for online implementation.
Keywords :
IEEE standards; chaos; load flow; particle swarm optimisation; power system security; reactive power; search problems; CPSO-TVAC; IEEE 118-bus system; IEEE 30-bus system; PSO mixing chaotic sequences; chaotic based PSO; chaotic based particle swarm optimization; crossover operation; generator bus voltage limits; global optimum solution; power balance flow equations; reactive power generation limits; search ability; security constrained optimal power flow problem; security voltage; tap setting transformer limits; time-varying acceleration coefficients; total generation fuel cost; transmission line loading constraints; Acceleration; Convergence; Generators; Load flow; Reactive power; Security; Sociology; chaotic sequences; crossover operation; optimal power flow; particle swarm optimization; time-varying acceleration coefficients;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Green Energy for Sustainable Development (ICUE), 2014 International Conference and Utility Exhibition on
Conference_Location :
Pattaya
Print_ISBN :
978-1-4799-2628-2
Type :
conf
Filename :
6828996
Link To Document :
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