两种不同模糊隶属函数的永磁同步电机模糊滑模控制

K. M. Arun Prasad, Usha Nair, A. Unnikrishnan
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引用次数: 5

摘要

本文研究了基于三角模糊隶属函数和高斯模糊隶属函数的永磁同步电动机速度控制模糊滑模控制器的设计。永磁同步电机具有效率高、转重比大、体积小等优点,广泛应用于机器人和机床等工业领域。基于矢量控制或场定向控制是永磁同步电机的有效控制策略之一。滑模控制(SMC)是一种非常流行的处理不确定性的技术。在这种情况下,将模糊逻辑的智能与滑模控制技术相结合可以改善系统动力学。本文对三角隶属函数和高斯隶属函数模糊滑模控制器以及传统PI控制器和自适应模糊PI控制器在永磁同步电机矢量控制中的性能进行了比较。研究结果表明,将三角隶属函数模糊SMC用于永磁同步电机的速度控制,可以提高系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy sliding mode control of a Permanent Magnet Synchronous Motor with two different fuzzy membership functions
This paper is focused on the design of the Fuzzy Sliding Mode Controller (Fuzzy SMC) for the Speed control of Permanent Magnet Synchronous Motors (PMSM) with Triangular and Gaussian fuzzy membership functions. PMSM are widely used in industrial applications such as robotic manipulators and machine tools due to its high efficiency, high torque to weight ratio and smaller size. One of the efficient control strategies of PMSM is based on Vector Control or Field Oriented Control. Sliding mode control (SMC) is a very popular technique to deal with uncertainties. System dynamics in such cases can be improved by combining the intelligence of fuzzy logic with the sliding mode control technique. Performance comparison of a Fuzzy sliding mode controller with Triangular and Gaussian membership functions and also with conventional PI controller and adaptive fuzzy PI controller for the vector control of a PM Synchronous Motor is carried out in this paper. Results of this study show that the system performance is improved when Fuzzy SMC with triangular membership function is used for the speed control of PMSM.
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