Mobile QR Code QR CODE : The Transactions P of the Korean Institute of Electrical Engineers
The Transactions P of the Korean Institute of Electrical Engineers

Korean Journal of Air-Conditioning and Refrigeration Engineering

ISO Journal TitleTrans. P of KIEE
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    Korea Citation Index(KCI)

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Title Sensorless Speed Control of IPMSM Drive with ANN-based
Authors 이홍균(Lee, Hong-Gyun) ; 이정철(Lee, Jung-Chul) ; 정동화(Chung, Dong-Hwa)
Page pp.154-160
ISSN 1229-800X
Keywords IPMSM ; Neural network ; Back propagation algorithm ; Sensorless control
Abstract This paper is proposed a ANN-based rotor position and speed estimation method for IPMSM by measuring the currents. Because the proposed estimator treats the estimated motor speed as the weights, it is possible to estimate motor speed to adapt back propagation algorithm with 2 layered neural network. The proposed control algorithm is applied to IPMSM drive system. The operating characteristics controlled by neural networks are examined in detail.