DocumentCode :
3592122
Title :
Parametric variation based simulated annealing for reactive power dispatch
Author :
Raha, Syamasree Biswas ; Mandal, Kamal K. ; Chakraborty, Niladri
Author_Institution :
Dept. of Power Eng., Jadavpur Univ., Kolkata, India
fYear :
2013
Firstpage :
29
Lastpage :
34
Abstract :
In general power system problems like reactive power dispatch (RPD) are nonlinear, non-differentiable and multi-constrained based. This type of problem is solved by various analytical programming and meta-heuristics algorithms. Among the different applied techniques, metaheuristics algorithms have always maintained themselves competitive with analytical programming. Simulated annealing (SA) is one of the popular meta-heuristics techniques in this applied power system domain due to its simple coding and local-global optimization handling capability. However optimal results of any evolutionary computation techniques including SA depends on the proper choice of the different parameters. In this paper a parametric variation based SA technique is utilized to select optimal parameters for proper convergence. Three case studies with three sets of parameters are exploited to solve RPD problem with IEEE 57-bus system. Among them the best result providing parameter sets are considered as final result. Finally the best result is compared with the other reported results. Comparative study shows the effectiveness of the applied method.
Keywords :
evolutionary computation; load dispatching; reactive power; simulated annealing; IEEE 57-bus system; RPD problem; analytical programming; evolutionary computation techniques; general power system problems; local-global optimization handling capability; metaheuristics algorithms; parametric variation based SA technique; parametric variation based simulated annealing; reactive power dispatch; Real power loss; parametric variation study; simulated annealing; voltage deviation;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Sustainable Energy and Intelligent Systems (SEISCON 2013), IET Chennai Fourth International Conference on
Print_ISBN :
978-1-78561-030-1
Type :
conf
DOI :
10.1049/ic.2013.0290
Filename :
7119677
Link To Document :
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