控制理论(社会学)
稳健性(进化)
计算机科学
电子速度控制
加权
乙状窦函数
滑模控制
永磁同步电动机
同步电动机
转子(电动)
控制工程
控制(管理)
工程类
非线性系统
人工神经网络
医学
机械工程
生物化学
物理
量子力学
人工智能
机器学习
电气工程
基因
化学
放射科
作者
Zhuhang Xiao,Yitao Liu
标识
DOI:10.1109/peas58692.2023.10394804
摘要
This paper presents a novel sensorless control strategy for permanent magnet synchronous motors (PMSM) across the entire speed range. The strategy utilizes an improved hybrid approach to achieve robustness against parameter disturbances. To enhance control performance, a sliding mode velocity controller is introduced to the system. Moreover, a modified sigmoid function is proposed for the sliding mode observer (SMO) of the motor, effectively mitigating the chattering phenomenon experienced in traditional SMOs at medium to high speeds. To optimize sensorless control effectiveness, an enhanced hybrid weighting allocation method is proposed. This method precisely delineates speed regions and maximizes the utilization of each strategy within the hybrid control framework. By incorporating two constants representing maximum error rates, the issue of transitioning from low-speed to high-speed sensorless control is effectively addressed. The proposed rotor position and speed estimation scheme are further validated through simulation conducted at different speeds. The results demonstrate the effectiveness and accuracy of the proposed approach.
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