An improved DTC algorithm for reducing torque ripples of PMSM based on fuzzy logic and SVM

Ningzhou Li, Xiaojuan Wei, Xiaoyun Feng
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引用次数: 10

Abstract

There are big ripples on current and electromagnet torque under traditional hysteresis direct torque control (HDTC) on motor drive system. To solve these problems, a fuzzy logic controller is designed to instead traditional hysteretic comparator in this paper, and zero voltage vectors are used to further reduce ripples. The torque error, the flux error and stator flux position are used to select two adjacent active vectors and its ratio of active time. Zero voltage vectors effective time is determine by the output of fuzzy logic controller based on the torque error magnitude and flux error magnitude. Arranging the inverter switching in this manner, results in fast torque response and minimum torque ripples as compared to the traditional HDTC. The simulation results have verified the effectiveness of this method.
基于模糊逻辑和支持向量机的PMSM转矩脉动控制改进算法
传统的磁滞直接转矩控制(HDTC)在电机驱动系统中存在电流和电磁铁转矩波动较大的问题。为了解决这些问题,本文设计了一个模糊逻辑控制器来代替传统的滞后比较器,并使用零电压矢量进一步减小波纹。利用转矩误差、磁链误差和定子磁链位置选择两个相邻的有源矢量及其与有源时间的比值。零电压矢量的有效时间由模糊控制器的输出根据转矩误差大小和磁通误差大小确定。与传统的HDTC相比,以这种方式安排逆变器开关可以产生快速的转矩响应和最小的转矩波动。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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