Optimum Design of LC Filter of PWM Inverter with Discrete-Time Model Following Control Obtained by Applying Multi-Objective Genetic Algorithm
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- Umemura Atsushi
- School of Science and Engineering, Tokyo Denki University
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- Haneyoshi Toshimasa
- School of Science and Engineering, Tokyo Denki University
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- Saito Yukio
- School of Science and Engineering, Tokyo Denki University
Bibliographic Information
- Other Title
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- 離散時間モデル追従制御インバータにおける多目的遺伝的アルゴリズムを用いたＬＣフィルタ
- リサン ジカン モデル ツイジュウ セイギョ インバータ ニ オケル タモクテキ イデンテキ アルゴリズム オ モチイタ LC フィルタ
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Abstract
The design of the conventional LC filter of PWM Inverter depends on designers' experience, and trial and error. Therefore, the parameter design does not meet our demands. In order to resolve this issue a genetic algorithm is applied.<br>This paper describes the design of an LC filter used in a PWM inverter with discrete-time model following control. Multi-objective genetic algorithm is used in computing. The pareto-optimal solution for the design of an LC filter is obtained. The possibility of obtaining a local minimum solution is less if this algorithm is used. The pareto ranking method is used to evaluate the adaptability of the genetic algorithm. The validity of the analysis was demonstrated by the comparison of the experiment with the simulation. It is concluded that the multi-objective genetic algorithm is practicable to optimize a parameter.
Journal
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- IEEJ Transactions on Industry Applications
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IEEJ Transactions on Industry Applications 130 (8), 1008-1014, 2010
The Institute of Electrical Engineers of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390001204658740608
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- NII Article ID
- 10026498022
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- NII Book ID
- AN10012320
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- ISSN
- 13488163
- 09136339
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- NDL BIB ID
- 10765901
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed
