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Journal of power electronics : JPE v.6 no.4, 2006년, pp.340 - 346   피인용횟수: 1

High Efficiency Drive Technique for Synchronous Reluctance Motors Using a Neural Network

Urasaki Naomitsu    (Dept. of Electrical and Electronics Eng., University of the Ryukyus   ); Senjyu Tomonobu    (Dept. of Electrical and Electronics Eng., University of the Ryukyus  );
  • 초록

    A high efficiency drive technique for synchronous reluctance motors (SynRM) using a neural network (NN) is presented in this paper. High efficiency drive condition depends on the mathematical model of SynRM. A NN is employed as an adaptive model of SynRM. The proposed high efficiency drive technique does not require an accurate mathematical model of SynRM. Moreover, the proposed method shows robustness against machine parameter variations because the training algorithm of the NN is executed on-line. The usefulness of the proposed method is confirmed through experimentation.


  • 주제어

    high efficiency drive .   synchronous reluctance motor .   neural network.  

  • 참고문헌 (10)

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    8. T. Matsuo, A. El-Antably, and T. A. Lipo, 'A new control strategy for optimal-efficiency operation of a synchronous reluctance motor', IEEE Trans. Ind. Appli., vol. 33, no. 5, pp. 1146-1153, 1997 
    9. L. Xu, X. Xu, T. A. Lipo, D. W. Novotny, 'Vector control of a synchronous reluctance motor including saturation and iron losses', IEEE Trans. Ind. Appli., vol. 27, no. 5, pp. 977-985, 1991 
    10. G. C. D. Sousa, B. K. Bose, and J. G. Cleland, 'Fuzzy logic based on-line efficiency optimization control of an indirect vector-controlled induction motor drive', IEEE Transactions on Ind. Elec., vol. 42, no. 2, pp. 192-198, 1995 
  • 이 논문을 인용한 문헌 (1)

    1. 2008. "" Journal of power electronics : JPE, 8(4): 354~362     

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