DocumentCode
2705714
Title
Dynamic reactive power optimization using mathematical morphology and genetic algorithm
Author
Zhang, Anan ; Jiang, Zhenchao ; Yang, Honggeng
Author_Institution
Sch. of Electr. Eng.&Inf., Sichuan Univ., Chengdu
fYear
2008
fDate
21-24 April 2008
Firstpage
1
Lastpage
6
Abstract
A new approach of dynamic reactive power optimization is presented in this paper, which is based on mathematical morphology and genetic algorithm. Due to the difficulty of controlling the compensatorpsilas operation-time-number, a mathematical morphology filter is used to transfer the problem into filtering alternative images consisting of alleles on chromosomes. At the same time, some improvements are made in crossover and mutation for accelerating the speed of genetic algorithm, in which the genetic character is introduced to avoid breaking the excellent combination of genes and according to the correction of particle velocity derived from particle swarm optimization, an evolutional mutation based on excellent genetic character is presented. The practice in a distribution network proves that the algorithm presented in this paper is right and effective.
Keywords
filtering theory; genetic algorithms; mathematical morphology; particle swarm optimisation; reactive power; dynamic reactive power optimization; evolutional mutation based genetic character; genetic algorithm; images filtering; mathematical morphology filter; particle swarm optimization; Biological cells; Constraint optimization; Filters; Genetic algorithms; Genetic mutations; Morphology; Power system modeling; Reactive power; Reactive power control; Voltage control; distribution system; evolutional mutation; genetic algorithm; mathematical morphology; reactive power optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology, 2008. ICIT 2008. IEEE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-1705-6
Electronic_ISBN
978-1-4244-1706-3
Type
conf
DOI
10.1109/ICIT.2008.4608442
Filename
4608442
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