Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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On a Study An Induction Motor Position Control Using Neural Networks

신경 회로망을 이용한 유도전동기의 위치 제어에 관한 연구

  • Kim, Hyung-Gu (Dept. of Electronic Engineering, Chong Ju University) ;
  • Yang, Oh (Dept. of Electronic Engineering, Chong Ju University)
  • 김형구 (청주대학교 이공대학 전자과) ;
  • 양오 (청주대학교 이공대학 전자과)
  • Published : 1998.07.20
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Abstract

The position control of an induction motor using Feedforward Neural Networks(FNNs) was studied in this paper. A teaching signal was obtained from sliding surface without a particular signal. And the FNNs team through the back propagation algorithm so as to reduce the error between the real position of the motor and the reference value. The structure of a controller was designed simply, for the fast calculating response which is certainly necessary for induction motor position control. And to show the superiority of this controller, 3-phase vector control induction motor whose power capacity is 2.2kw was modeled, and it was simulated.

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