• 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