DocumentCode :
2839132
Title :
A method based on Imperialist Competitive Algorithm (ICA), aiming to mitigate harmonics in multilevel Inverters
Author :
Etesami, M.H. ; Farokhnia, N. ; Fathi, S.H.
Author_Institution :
Dept. of Electr. Eng., Amirkabir Univ. of Technol. (Tehran Polytech.), Tehran, Iran
fYear :
2011
fDate :
16-17 Feb. 2011
Firstpage :
32
Lastpage :
37
Abstract :
Selective Harmonic Elimination Pulse Width Modulation (SHEPWM) is a well-known Switching Strategy which is applied in multilevel Inverters. The aim of this strategy is eliminating low order harmonics. Basically, harmonic equations are nonlinear and solving them is a major problem for researchers. Evolutionary Algorithms have shown an effective ability for this aim, because they find solution for all operating points of Modulation Indices. Recently, Continuous Genetic Algorithm (CGA) has been widely used in this area. In a research, it has been shown that Particle Swarm Optimization (PSO) has a better performance in comparison with CGA. In this paper, a new method, called Imperialist Competitive Algorithm (ICA), is introduced for this goal. The results of comparison between these methods show an appropriate privilege of ICA over other methods. The comparisons are based on probability of converging to global minimum. Effect of number of runs is investigated. The comparisons are done for 13 and 17 level inverters as case studies.
Keywords :
PWM invertors; genetic algorithms; particle swarm optimisation; continuous genetic algorithm; evolutionary algorithms; imperialist competitive algorithm; modulation indices; multilevel inverters; particle swarm optimization; selective harmonic elimination pulse width modulation; switching strategy; Equations; Gallium; Harmonic analysis; Inverters; Optimization; Power harmonic filters; Switches; Continuous Genetic Algorithm (CGA); Imperialist Competitive Algorithm (ICA); Particle Swarm Optimization (PSO); Selective Harmonic Elimination Pulse Width Modulation (SHEPWM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics, Drive Systems and Technologies Conference (PEDSTC), 2011 2nd
Conference_Location :
Tehran
Print_ISBN :
978-1-61284-422-0
Type :
conf
DOI :
10.1109/PEDSTC.2011.5742441
Filename :
5742441
Link To Document :
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