전기학회논문지P (The Transactions of the Korean Institute of Electrical Engineers P)

  • 제52권4호
  • /
  • Pages.154-160
  • /
  • 2003
  • /
  • 1229-800X(pISSN)
  • /
  • 2586-7792(eISSN)
대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지

ANN에 의한 IPMSM의 센서리스 속도제어

Sensorless Speed Control of IPMSM Drive with ANN-based

  • 이홍균 (순천대 공대 정보통신공학부) ;
  • 이정철 (순천대 공대 정보통신공학부) ;
  • 정동화 (순천대 공대 정보통신공학부)
  • 투고 : 2003.07.11
  • 심사 : 2003.11.25
  • 발행 : 2003.12.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

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.

키워드