Robust current control-based generalized predictive control with sliding mode disturbance compensation for PMSM drives.

This paper addresses the current control of permanent magnet synchronous motor (PMSM) for electric drives with model uncertainties and disturbances. A generalized predictive current control method combined with sliding mode disturbance compensation is proposed to satisfy the requirement of fast response and strong robustness. Firstly, according to the generalized predictive control (GPC) theory based on the continuous time model, a predictive current control method is presented without considering the disturbance, which is convenient to be realized in the digital controller. In fact, it's difficult to derive the exact motor model and parameters in the practical system. Thus, a sliding mode disturbance compensation controller is studied to improve the adaptiveness and robustness of the control system. The designed controller attempts to combine the merits of both predictive control and sliding mode control, meanwhile, the controller parameters are easy to be adjusted. Lastly, the proposed controller is tested on an interior PMSM by simulation and experiment, and the results indicate that it has good performance in both current tracking and disturbance rejection.

[1]  Ahmed Al-Durra,et al.  Robust nonlinear generalised predictive control for a class of uncertain nonlinear systems via an integral sliding mode approach , 2016, Int. J. Control.

[2]  S.-W. Hung,et al.  Robust current control-based sliding mode control with simple uncertainties estimation in permanent magnet synchronous motor drive systems , 2010 .

[3]  Lei Guo,et al.  Disturbance/Uncertainty Estimation and Attenuation Techniques in PMSM Drives—A Survey , 2017, IEEE Transactions on Industrial Electronics.

[4]  Chenghui Zhang,et al.  Nonlinear predictive high order sliding mode control for permanent magnet synchronous motor drive system , 2016 .

[5]  Chitralekha Mahanta,et al.  Optimal second order sliding mode control for nonlinear uncertain systems. , 2014, ISA transactions.

[6]  Zheng Wang,et al.  Speed Measurement Error Suppression for PMSM Control System Using Self-Adaption Kalman Observer , 2015, IEEE Transactions on Industrial Electronics.

[7]  Mihai Comanescu,et al.  Decoupled Current Control of Sensorless Induction-Motor Drives by Integral Sliding Mode , 2008, IEEE Transactions on Industrial Electronics.

[8]  Chao Yang,et al.  Model Predictive Control-based Efficient Energy Recovery Control Strategy for Regenerative Braking System of Hybrid Electric Bus , 2016 .

[9]  Antonio de la Villa Jaén,et al.  Considering linear generator copper losses on model predictive control for a point absorber wave energy converter , 2014 .

[10]  Changliang Xia,et al.  A novel FCS-model predictive control algorithm with duty cycle optimization for surface-mounted PMSM , 2014 .

[11]  T. Geyer,et al.  Direct model predictive current control of DC-DC boost converters , 2012, 2012 15th International Power Electronics and Motion Control Conference (EPE/PEMC).

[12]  David Vosmik,et al.  Explicit Generalized Predictive Control of Speed and Position of PMSM Drives , 2016, IEEE Transactions on Industrial Electronics.

[13]  Silverio Bolognani,et al.  Full-digital predictive hysteresis current control for switching losses minimisation in PMSM drives , 2002 .

[14]  Wang Weihua,et al.  Research on predictive control for PMSM based on online parameter identification , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[15]  Andrzej M. Trzynadlowski,et al.  Robust Cascaded Nonlinear Predictive Control of a Permanent Magnet Synchronous Motor With Antiwindup Compensator , 2012, IEEE Transactions on Industrial Electronics.

[16]  Haitham Abu-Rub,et al.  Speed Sensorless Induction Motor Drive With Predictive Current Controller , 2013, IEEE Transactions on Industrial Electronics.

[17]  Ming Yang,et al.  Deadbeat predictive current control for PMSM , 2012, IPEMC 2012.

[18]  Sabrina Abdeddaim,et al.  Implementation of MRAC controller of a DFIG based variable speed grid connected wind turbine , 2014 .

[19]  Eric Rogers,et al.  Model predictive control of a permanent magnet synchronous motor with experimental validation , 2013 .

[20]  A Y Achour,et al.  Passivity-based current controller design for a permanent-magnet synchronous motor. , 2009, ISA transactions.

[21]  Ning Wang,et al.  Sensorless control of ship propulsion interior permanent magnet synchronous motor based on a new sliding mode observer. , 2015, ISA transactions.

[22]  Mario Marchesoni,et al.  Sensorless Finite-Control Set Model Predictive Control for IPMSM Drives , 2016, IEEE Transactions on Industrial Electronics.

[23]  Zhang Jian Decoupled Current Control of Permanent Magnet Synchronous Motors Drives With Sliding Mode Control Strategy Based on Internal Model , 2012 .

[24]  Bruno Allard,et al.  A Comparative Study of Predictive Current Control Schemes for a Permanent-Magnet Synchronous Machine Drive , 2009, IEEE Transactions on Industrial Electronics.

[25]  Turker Turker,et al.  A Robust Predictive Current Controller for PMSM Drives , 2016, IEEE Transactions on Industrial Electronics.

[26]  Junjie Hong,et al.  Current error vector based prediction control of the section winding permanent magnet linear synchronous motor , 2011 .

[27]  Silverio Bolognani,et al.  Design and Implementation of Model Predictive Control for Electrical Motor Drives , 2009, IEEE Transactions on Industrial Electronics.

[28]  H. Demircioglu,et al.  Generalized predictive control. A practical application and comparison of discrete- and continuous-time versions , 2000 .

[29]  Marian P. Kazmierkowski,et al.  “Predictive control in power electronics and drives” , 2008, 2008 IEEE International Symposium on Industrial Electronics.

[30]  Kan Liu,et al.  Position-Offset-Based Parameter Estimation Using the Adaline NN for Condition Monitoring of Permanent-Magnet Synchronous Machines , 2015, IEEE Transactions on Industrial Electronics.

[31]  Hans Bernhoff,et al.  Electrical Motor Drivelines in Commercial All-Electric Vehicles: A Review , 2012, IEEE Transactions on Vehicular Technology.

[32]  Yong-Nong Chang,et al.  Adaptive backstepping control for permanent magnet linear synchronous motor servo drive , 2015 .

[33]  S. Soter,et al.  Mechanically commutated self control of PM- synchronous machines , 2011, 2011 IEEE Energy Conversion Congress and Exposition.

[34]  Wang Weihua,et al.  An adaptive incremental predictive current control method of PMSM , 2013, 2013 15th European Conference on Power Electronics and Applications (EPE).

[35]  Xiaoguang Zhang,et al.  Deadbeat Predictive Current Control of Permanent-Magnet Synchronous Motors with Stator Current and Disturbance Observer , 2017, IEEE Transactions on Power Electronics.

[36]  Peter J. Gawthrop,et al.  Optimal control of nonlinear systems: a predictive control approach , 2003, Autom..