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

机译:一种基于模糊逻辑和支持向量机的改进DTC减小PMSM转矩脉动的算法

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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.
机译:在电机驱动系统的传统磁滞直接转矩控制(HDTC)下,电流和电磁转矩会产生很大的波动。为了解决这些问题,本文设计了模糊逻辑控制器代替传统的磁滞比较器,并采用零电压矢量进一步减小了纹波。转矩误差,磁通误差和定子磁通位置用于选择两个相邻的有效矢量及其有效时间的比率。零电压矢量的有效时间由模糊逻辑控制器的输出基于转矩误差幅度和磁通误差幅度确定。与传统的HDTC相比,以这种方式安排逆变器开关可实现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。

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