• Title/Summary/Keyword: K-HAI

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Speed Estimation and Control of IPMSM using HAI Control (HAI 제어를 이용한 IPMSM의 속도 추정 및 제어)

  • Lee, Jung-Chul;Lee, Hong-Gyun;Lee, Young-Sil;Nam, Su-Myeong;Chung, Dong-Hwa
    • Proceedings of the KIEE Conference
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    • 2004.10a
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    • pp.176-178
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    • 2004
  • Precise control of interior permanent magnet synchronous motor(IPMSM) over wide speed range is an engineering challenge. This paper considers the design and implementation of novel technique of speed estimation and control for IPMSM using hybrid intelligent control. The hybrid combination of neural network and adaptive fuzzy control will produce a powerful representation flexibility and numerical processing capability. Also, this paper is proposed speed control of IPMSM using adaptive neural network fuzzy(A-NNF) and estimation of speed using artificial neural network(ANN) controller. The back propagation neural network technique is used to provide a real time adaptive estimation of the motor speed.

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