A study on optimization of passive filter design

A study on optimization of passive filter design

Passive filter is widely used in the fields of harmonics suppression and reactive power compensation of power networks for its low cost. In this paper, chaotic genetic algorithm is proposed, which is applied to parameters optimization of passive filter. Through modifying the mutation operator, mutat...

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Published in:Proceedings of the 29th Chinese Control Conference pp. 4981 - 4985
Main Authors: Ren Mingwei, Sun Yukun, Rao Xiang
Format: Conference Proceeding
Language:Chinese
English
Published: IEEE 01-07-2010
Subjects:
Artificial neural networks
Chaos
Frequency modulation
Genetic algorithm
Harmonics suppression
Optimization
Passive filter
Passive filters
Reactive power
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Abstract Passive filter is widely used in the fields of harmonics suppression and reactive power compensation of power networks for its low cost. In this paper, chaotic genetic algorithm is proposed, which is applied to parameters optimization of passive filter. Through modifying the mutation operator, mutation rate and crossover rate, and introducing chaotic sequence to avoid local optimum, the optimization efficiency and precision are improved. Test function and case study show the effectiveness of the proposed method.
AbstractList Passive filter is widely used in the fields of harmonics suppression and reactive power compensation of power networks for its low cost. In this paper, chaotic genetic algorithm is proposed, which is applied to parameters optimization of passive filter. Through modifying the mutation operator, mutation rate and crossover rate, and introducing chaotic sequence to avoid local optimum, the optimization efficiency and precision are improved. Test function and case study show the effectiveness of the proposed method.
Author Rao Xiang
Ren Mingwei
Sun Yukun
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  surname: Sun Yukun
  fullname: Sun Yukun
  organization: Sch. of Electr. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
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  surname: Rao Xiang
  fullname: Rao Xiang
  email: raoxiang-wlf@163.com
  organization: Naval Univ. of Eng., Wuhan, China
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Snippet Passive filter is widely used in the fields of harmonics suppression and reactive power compensation of power networks for its low cost. In this paper, chaotic...
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StartPage 4981
SubjectTerms Artificial neural networks
Chaos
Frequency modulation
Genetic algorithm
Harmonics suppression
Optimization
Passive filter
Passive filters
Reactive power
Title A study on optimization of passive filter design
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