← 返回
控制与算法 模型预测控制MPC PWM控制 故障诊断 ★ 4.0

基于自适应谐振控制器的无模型预测控制用于PMSM谐波抑制

Model-Free Predictive Control for Harmonic Suppression of PMSMs Based on Adaptive Resonant Controller

作者 Teng Li · Xiaodong Sun · Zonghao Su · Xuhao Zha · Anton Dianov · Vladimir Prakht · Galina Demidova · Jinlin Ma
期刊 IEEE Transactions on Energy Conversion
出版日期 2025年3月
卷/期 第 40 卷 第 4 期
技术分类 控制与算法
技术标签 模型预测控制MPC PWM控制 故障诊断
相关度评分 ★★★★ 4.0 / 5.0
关键词
语言:

中文摘要

针对永磁同步电机在模型预测控制中面临的周期性与非周期性扰动,提出一种基于超局部模型的无模型预测电流控制,并结合高阶快速终端滑模观测器估计未知动态,设计自适应谐振控制器抑制死区效应引起的谐波。

English Abstract

To simultaneously suppress the periodic and aperiodic disturbances experienced by permanent magnet synchronous motors in model predictive control, a model-free predictive current control with adaptive resonance control based on an ultra-local model is proposed. Firstly, the ultra-local models of the speed loop and the current loop are established respectively, and the unmodeled and uncertain unknown part F in the ultra-local model is estimated by using a high-order fast terminal sliding mode observer, and its stability is analyzed. Then, an adaptive resonant controller (ARC) is designed to suppress the periodic disturbance caused by the dead zone effect. The ARC and the model-free control based on the ultra-local model are combined to compensate for their respective shortcomings, achieving the suppression of periodic and aperiodic disturbances in the system. Finally, by comparing with the traditional duty cycle model predictive control and the model-free model predictive control without ARC, the proposed scheme is proved to be robust to periodic and aperiodic disturbances.
S

SunView 深度解读

该文提出的无模型MPC+自适应谐振控制策略可提升逆变器电流环动态精度与谐波抑制能力,对阳光电源ST系列PCS、PowerTitan储能系统及组串式光伏逆变器的低载波比工况下THD优化具有直接参考价值。建议在新一代PCS固件中集成类似ARC模块,增强弱电网/非线性负载下的电能质量鲁棒性,并适配iSolarCloud平台进行谐波特征在线辨识与参数自整定。