Robust Predictive Current Control of Permanent-Magnet Synchronous Motors With Newly Designed Cost Function

被引:66
作者
Liu, Xicai [1 ]
Zhou, Libing [1 ]
Wang, Jin [1 ]
Gao, Xiaonan [2 ]
Li, Zhixiong [1 ]
Zhang, Zhiwei [3 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, State Key Lab Adv Electromagnet Engn & Technol, Wuhan 430074, Peoples R China
[2] Tech Univ Munich, Inst Elect Dr Syst & Power Elect, D-80333 Munich, Germany
[3] Ohio State Univ, Dept Elect & Comp Engn, Columbus, OH 43210 USA
关键词
Cost function; Current control; Predictive models; Stators; Mathematical model; Robustness; Uncertainty; Finite control set-model predictive control (FCS-MPC); parameter mismatch; permanent-magnet synchronous motor (PMSM); robustness; DRIVES; TORQUE;
D O I
10.1109/TPEL.2020.2980930
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
In model predictive control, mathematical model of the system is used to predict the value of state variables. Control performances of model predictive control suffer from parameter mismatches and model uncertainties. Steady-state errors will exist due to inaccurate predictions. This article presents a simple predictive current control strategy for robustness improvement of finite control set-model predictive control, with which steady-state errors under parameter mismatches can be eliminated. Neither disturbance observer nor explicit solution of compensation voltage is needed in the proposed control strategy. A cost function is newly designed, which is in proportional-integral form. Moreover, the integral action is only activated in a predefined range, which facilitates the design of the integral coefficients. The accumulated error is not simply included but weighted with the sampling time. In this way, a careful selection of the number of integral terms to be included in the cost function is not required. Experimental results demonstrate superior robustness of the proposed current control strategy to that of conventional predictive current control against parameter uncertainties.
引用
收藏
页码:10778 / 10788
页数:11
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