Adaptive Command-Filtered Fuzzy Nonsingular Terminal Sliding Mode Backstepping Control for Linear Induction Motor

被引:3
作者
Zhang, Li [1 ]
Xia, Yan [2 ,3 ]
Zhang, Weiming [4 ]
Yang, Weilin [4 ]
Xu, Dezhi [4 ]
机构
[1] Nanjing Inst Technol, Sch Automat, Nanjing 211167, Peoples R China
[2] Sichuan Univ Sci & Engn, Artificial Intelligence Key Lab Sichuan Prov, Yibin 644005, Peoples R China
[3] Yangzhou Univ, Coll Elect Energy & Power Engn, Yangzhou 225009, Jiangsu, Peoples R China
[4] Jiangnan Univ, Sch Internet Things Engn, Wuxi 214122, Jiangsu, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 21期
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
linear induction motor; command filter backstepping; fuzzy logic system; nonsingular terminal sliding mode; projection operator; end effects; TRACKING CONTROL; OBSERVER; VEHICLE; VECTOR;
D O I
10.3390/app10217405
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This paper puts forward a projection-based adaptive command filtered fuzzy nonsingular terminal sliding mode backstepping (PACFTB) control method for the speed control of the linear induction motor (LIM) with unknown end effects. Firstly, the technique of fuzzy logic systems (FLS) is investigated to approximate the nonlinear components of the LIM's mathematical model, which reduces the difficulty and cost of controller design. Then, a constrained command-filtered backstepping controller is designed with a filtering compensator compensating for the inherent error of constrained filter. Moreover, the nonsingular terminal sliding mode control method is combined in the controller design for its advantages of finite-time convergence of the system, and the projection-operator-based adaptive laws are established at the same time. Finally, the stability analysis proves that the boundedness and stability of all signals can be ensured with the proposed PACFTB controller, and the simulation results along with experiment results verify that the proposed control strategy has better control performance than the conventional command filter backstepping and PI controller.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 32 条
[1]   Closed-Loop MRAS Speed Observer for Linear Induction Motor Drives [J].
Accetta, Angelo ;
Cirrincione, Maurizio ;
Pucci, Marcello ;
Vitale, Gianpaolo .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2015, 51 (03) :2279-2290
[2]   Neural Sensorless Control of Linear Induction Motors by a Full-Order Luenberger Observer Considering the End Effects [J].
Accetta, Angelo ;
Cirrincione, Maurizio ;
Pucci, Marcello ;
Vitale, Gianpaolo .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2014, 50 (03) :1891-1904
[3]   Robust Active Disturbance Rejection Control of Induction Motor Systems Based on Additional Sliding-Mode Component [J].
Alonge, Francesco ;
Cirrincione, Maurizio ;
D'Ippolito, Filippo ;
Pucci, Marcello ;
Sferlazza, Antonino .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (07) :5608-5621
[4]   New MRAS secondary time constant tuning for vector control of linear induction motor considering the end-effects [J].
Benmohamed, F. E. ;
Bousserhane, I. K. ;
Kechich, A. .
COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2016, 35 (05) :1685-1723
[5]   Optimized Adaptive Motion Control Through an SoPC Implementation for Linear Induction Motor Drives [J].
Chiang, Hsin-Han ;
Hsu, Kou-Cheng ;
Li, I-Hsum .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (01) :348-360
[6]   Influence of design parameters on linear induction motor end effect [J].
Creppe, Renato Crivellari ;
Ulson, Jose Alfredo Covolan ;
Rodrigues, Jose Francisco .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2008, 23 (02) :358-362
[7]   Command Filtered Adaptive Backstepping [J].
Dong, Wenjie ;
Farrell, Jay A. ;
Polycarpou, Marios M. ;
Djapic, Vladimir ;
Sharma, Manu .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2012, 20 (03) :566-580
[8]   Second-order terminal sliding mode control of uncertain multivariable systems [J].
Feng, Y. ;
Han, X. ;
Wang, Y. ;
Yu, X. .
INTERNATIONAL JOURNAL OF CONTROL, 2007, 80 (06) :856-862
[9]   Hybrid Terminal Sliding-Mode Observer Design Method for a Permanent-Magnet Synchronous Motor Control System [J].
Feng, Yong ;
Zheng, Jianfei ;
Yu, Xinghuo ;
Truong, Nguyen Vu .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (09) :3424-3431
[10]   Fuzzy Virtual Reference Model Sensorless Tracking Control for Linear Induction Motors [J].
Hung, Cheng-Yao ;
Liu, Peter ;
Lian, Kuang-Yow .
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (03) :970-981