A Speed Estimation for Reliable Performance of Field Oriented PMSM Control using Adaptive Neuro-Fuzzy Inference System

M. P. Jati, M. R. Rusli, Y. C. Manie, Peng Peng
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Abstract

This paper discusses the high-performance exigencies using field oriented control (FOC) resolver. To overcome permanent magnet synchronous motor (PMSM) under dynamic speed and load disturbance, the drive control features space vector pulse width modulation (SVPWM) is proposed. An adaptive neuro-fuzzy inference system (ANFIS) controller is used in the system to enhance speed performance. A novel efficient PMSM control is verified with digital implementation.
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基于自适应神经模糊推理系统的场定向永磁同步电机控制可靠性能速度估计
本文讨论了用场面向控制(FOC)解析器实现高性能紧急事件。为了克服永磁同步电机在动态速度和负载扰动下的驱动特性,提出了空间矢量脉宽调制(SVPWM)控制方法。系统采用自适应神经模糊推理系统(ANFIS)控制器来提高速度性能。通过数字化实现验证了一种新的高效永磁同步电机控制方法。
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