Model Predictive Current Control With Model-Aid Extended State Observer Compensation for PMSM Drive

被引:28
作者
Liu, Huanli [1 ]
Lin, Weiyang [1 ]
Liu, Zhitai [1 ]
Buccella, Concettina [2 ,3 ]
Cecati, Carlo [2 ,3 ]
机构
[1] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150001, Peoples R China
[2] Univ Aquila, Dept Informat Engn Comp Sci & Math, I-67100 Laquila, Italy
[3] DigiPower Srl, I-67100 Laquila, Italy
基金
中国国家自然科学基金;
关键词
Predictive models; Bandwidth; Observers; Permanent magnet motors; Inductance; Robustness; Cost function; Extended state observer (ESO); model predictive control; permanent magnet synchronous motor (PMSM) drive; quadratic programming; SYNCHRONOUS MOTORS; LATEST ADVANCES; MACHINE;
D O I
10.1109/TPEL.2022.3225626
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Model predictive current controller is a popular and effective technique to provide fast dynamic response in the field of motor control. However, conventional predictive controllers are susceptible to deteriorating control performance when model mismatch exists, such as changes in motor parameters due to the temperature variations. Therefore, this article proposes a precise model-aid extended state observer (MAESO) compensation-based real-time model predictive current controller with enhanced parameter robustness performance and high bandwidth. The predictive controller is converted into the form of multiparameter quadratic programming for online solution using numerical computational method and the constraints are linearized. In addition, the disturbances estimated by MAESO are fed back to the controller in the form of parameters for cycle-by-cycle compensation without extra controller design. Comparative simulations and experiments under different operating conditions are carried out to verify the effectiveness and superiority of the proposed method.
引用
收藏
页码:3152 / 3162
页数:11
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