Position control for PM synchronous motor using fuzzy neural network

  • Authors:

  • Jun Wang;Hong Peng;Xiao Jian

  • Affiliations:

  • College of Electrical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China;Xihua University, Chengdu, Sichuan, China;College of Electrical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China

  • Venue:
  • ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
  • Year:
  • 2005

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Abstract

A robust position controller with linear-quadratic (LQ) method and fuzzy neural-network (FNN) technique for permanent magnet synchronous motor (PMSM) is presented in this paper. An FNN controller is implemented to preserve a favorable model-following characteristics under various operating conditions. The performance of the proposed drive is investigated both in experiment and simulation at different condition.