基于递推最小二乘法的主动磁轴承自动平衡控制

Jiming Zou, Fayuan Xie, Wentao Zhang, Yongxiang Xu
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引用次数: 0

摘要

针对具有转子不平衡的主动磁轴承(AMB)系统的同频电流振动抑制问题,提出了一种基于递推最小二乘(RLS)算法的自动平衡控制策略,并采用模糊控制算法提高PID控制器的鲁棒性。该方法在有效抑制同频电流的同时,提高了控制系统的抗干扰能力。仿真结果验证了该策略的有效性。与传统LMS滤波器与PID控制器相结合的自动平衡算法相比,RLS滤波器与模糊PID控制器相结合的控制方法具有更快的电流收敛速度和更强的抗干扰能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recursive Least Square Method Based Automatic Balance Control of Active Magnetic Bearings
Aiming to suppress the same frequency current vibration of the active magnetic bearing (AMB) system with rotor imbalance, this paper proposes a novel automatic balancing control strategy based on Recursive Least Squares (RLS) algorithm and uses fuzzy control algorithm to improve the robustness of the PID controller. This method can effectively suppress the same frequency current while enhancing the anti-interference ability of the control system. The simulation results demonstrate the availability of this strategy. Compared to the automatic balancing algorithm that combines traditional LMS filters and PID controllers, the control method combining the RLS filter and the fuzzy-PID controller has a faster current convergence speed and stronger anti-interference ability.
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