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融合扩张状态观测器的PMSM高频阻抗鲁棒参数辨识

Fusion of ESO for Robust Parameter Identification of PMSM via High-Frequency Impedance

  • 摘要: 永磁同步电机定子电阻、电感等电参数的精确辨识,是实现高性能矢量控制的基础。针对高频阻抗辨识中测量噪声、逆变器非线性及参数摄动导致的辨识精度下降问题,本文提出一种融合扩张状态观测器(ESO)的PMSM高频阻抗鲁棒参数辨识策略。该方法通过ESO对高频响应电流中的总扰动进行实时观测与补偿,提升信号纯净度。结合同步载波正交解调技术实现幅值与相位的高精度提取,进而完成高频阻抗计算与参数辨识。仿真结果表明,该方法可精准辨识定子电阻和电感,为PMSM电参数辨识提供了一种鲁棒性强的解决方案。

     

    Abstract: Accurate identification of electrical parameters such as stator resistance and inductance of permanent magnet synchronous motors (PMSMs) is fundamental to achieving high-performance vector control. To address the degradation of identification accuracy caused by measurement noise, inverter nonlinearity, and parameter perturbations in high-frequency impedance identification, this paper proposes a robust parameter identification strategy for PMSM high-frequency impedance that incorporates an ESO. This method employs the ESO to observe and compensate for the total disturbance in the high-frequency response current in real time, thereby enhancing signal purity. High-precision extraction of amplitude and phase is achieved by combining synchronous carrier quadrature demodulation, which in turn enables high-frequency impedance calculation and parameter identification. Simulation results demonstrate that the proposed method can accurately identify stator resistance and inductance, providing a highly robust solution for PMSM electrical parameter identification.

     

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