Active disturbance rejection control of permanent magnet synchronous motor based on Kalman filter

被引:0
作者
Xie, Xiaojun [1 ]
Zhang, Haiyan [1 ]
机构
[1] Shanghai Dianji Univ, Sch Elect Engn, Shanghai 200000, Peoples R China
来源
PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ARTIFICIAL INTELLIGENCE, PEAI 2024 | 2024年
关键词
Active disturbance rejection control; Extended state observer; Kalman filter; DRIVE;
D O I
10.1145/3674225.3674392
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the poor observation accuracy of the extended state observer (ESO) in the traditional active disturbance rejection control strategy and the influence of system noise on the observation accuracy of ESO, a Kalman filter based active disturbance rejection control (KF-ADRC) strategy was proposed. The load torque measured by Kalman filter is compensated by feedforward to improve the ESO observation accuracy under large load disturbance. The speed measured by Kalman filter is used as closed-loop feedback to reduce the influence of system noise on ESO observation accuracy. The effectiveness of the proposed scheme is verified by MATLAB/Simulink simulation.
引用
收藏
页码:929 / 933
页数:5
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