Disturbance-Observer-Based Complementary Sliding-Mode Speed Control for PMSM Drives: A Super-Twisting Sliding-Mode Observer-Based Approach

被引:91
作者
Liu, Yong-Chao [1 ]
Laghrouche, Salah [1 ]
Depernet, Daniel [1 ]
Djerdir, Abdesslem [1 ]
Cirrincione, Maurizio [2 ]
机构
[1] Univ Bourgogne Franche Comte, UTBM, French Natl Ctr Sci Res, CNRS,FEMTO ST Inst,UMR 6174,Energy Dept, F-90010 Belfort, France
[2] Univ South Pacific, Sch Phys & Engn, Suva, Fiji
关键词
Rotors; Torque; Stators; Velocity control; Artificial neural networks; Power electronics; Synchronous motors; Artificial neural network (ANN); complementary sliding-mode (CSM) control; disturbance observer (DO); permanent-magnet synchronous motor (PMSM); sliding-mode observer; super-twisting algorithm; MOTION CONTROL; DESIGN; TORQUE; MOTORS; MINIMIZATION; SYSTEMS;
D O I
10.1109/JESTPE.2020.3032103
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
This article proposes a novel disturbance-observer-based complementary sliding-mode (DO-CSM) speed controller for the field-oriented controlled permanent-magnet synchronous motor (FOC-PMSM) drive system. At first, the rotor speed dynamics of the PMSM drive system considering the lumped disturbance, which consists of external disturbances, parametric uncertainties, and unmodeled dynamics, is presented. Then, the classic CSM speed controller and a typical artificial neural network (ANN)-based CSM speed controller, i.e., the Elman NN (ENN)-based intelligent CSM (ENN-ICSM) speed controller for the FOC-PMSM drive system, are reviewed. Afterward, the design of the proposed DO-CSM speed controller, which combines the signum-function-based CSM controller with the super-twisting sliding-mode observer (STSMO), is presented. In such a speed controller, the rotor speed tracking control is accomplished by the adopted CSM controller, whereas the STSMO is employed to estimate and compensate for the lumped disturbance in the rotor speed dynamics. Finally, experimental comparisons among the proposed DO-CSM speed controller, the classic CSM speed controller, and three selected ENN-ICSM speed controllers are carried out. Experimental results verify the effectiveness and superiority of the proposed DO-CSM speed controller.
引用
收藏
页码:5416 / 5428
页数:13
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