Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2003.07b
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- Pages.1120-1123
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- 2003
Speed Sensorless Control of IPMSM Drive of ANN
ANN에 의한 PMSM의 속도제어
- Lee, Hong-Gyun (School of Information & Communication Engineering, Sunchon National Univ.) ;
- Lee, Jung-Chul (School of Information & Communication Engineering, Sunchon National Univ.) ;
- Jung, Tack-Gi (School of Information & Communication Engineering, Sunchon National Univ.) ;
- Lee, Young-Sil (School of Information & Communication Engineering, Sunchon National Univ.) ;
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Chung, Dong-Hwa
(School of Information & Communication Engineering, Sunchon National Univ.)
- 이홍균 (순천대학교 정보통신공학부) ;
- 이정철 (순천대학교 정보통신공학부) ;
- 정택기 (순천대학교 정보통신공학부) ;
- 이영실 (순천대학교 정보통신공학부) ;
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정동화
(순천대학교 정보통신공학부)
- Published : 2003.07.21
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 control are examined in detail.
Keywords