An improved model predictive control for permanent magnet synchronous motor drives

Model predictive control (MPC) has been applied in permanent magnet synchronous motor (PMSM) drives as a powerful control method due to its conceptual simplicity and flexibility to incorporate nonlinear constraints. However, in the conventional MPC, only one vector is applied during one control period, which produces large torque and flux ripples and high current harmonics. Recently the zero vector was introduced as the second vector in one control period to obtain steady state performance improvement. However, the fixed zero vector may not be optimal for the aim of error minimization. To solve this issue, this paper proposes an improved two-vector-based MPC, in which the second vector is not limited to an zero vector, but relaxed to an arbitrary vector. The simulation and experimental results prove that, the proposed MPC presents better steady state performance than conventional MPC while the quick dynamic response is maintained.

[1]  Yongchang Zhang,et al.  Model Predictive Direct Power Control of a PWM Rectifier With Duty Cycle Optimization , 2013, IEEE Transactions on Power Electronics.

[2]  Yongchang Zhang,et al.  Model-Predictive Flux Control of Induction Motor Drives With Switching Instant Optimization , 2015, IEEE Transactions on Energy Conversion.

[3]  P. Cortes,et al.  Model Predictive Control of an AFE Rectifier With Dynamic References , 2012, IEEE Transactions on Power Electronics.

[4]  Yongchang Zhang,et al.  Two-Vector-Based Model Predictive Torque Control Without Weighting Factors for Induction Motor Drives , 2016, IEEE Transactions on Power Electronics.

[5]  Udaya K. Madawala,et al.  Model Predictive Direct Power Control for Grid-Connected NPC Converters , 2015, IEEE Transactions on Industrial Electronics.

[6]  Zhanfeng Song,et al.  A Simplified Finite-Control-Set Model-Predictive Control for Power Converters , 2014, IEEE Transactions on Industrial Informatics.

[7]  R. Stephenson A and V , 1962, The British journal of ophthalmology.

[8]  U. Ammann,et al.  Model Predictive Control—A Simple and Powerful Method to Control Power Converters , 2009, IEEE Transactions on Industrial Electronics.

[9]  Mitja Nemec,et al.  Direct Current Control of a Synchronous Machine in Field Coordinates , 2009, IEEE Transactions on Industrial Electronics.

[10]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[11]  P. Antoniewicz,et al.  Direct Power Control of an AFE Using Predictive Control , 2008, IEEE Transactions on Power Electronics.

[12]  Yongchang Zhang,et al.  Model predictive torque control of induction motor drives with reduced torque ripple , 2015 .

[13]  Un-Chul Moon,et al.  Predictive-Control-Based Direct Power Control With an Adaptive Parameter Identification Technique for Improved AFE Performance , 2014, IEEE Transactions on Power Electronics.

[14]  R. Kennel,et al.  An Improved FCS–MPC Algorithm for an Induction Motor With an Imposed Optimized Weighting Factor , 2012, IEEE Transactions on Power Electronics.

[15]  José R. Rodríguez,et al.  Predictive Torque Control of Induction Machines Based on State-Space Models , 2009, IEEE Transactions on Industrial Electronics.

[16]  Yongchang Zhang,et al.  Model Predictive Torque Control of Induction Motor Drives With Optimal Duty Cycle Control , 2014, IEEE Transactions on Power Electronics.

[17]  Yongchang Zhang,et al.  Generalized Two-Vector-Based Model-Predictive Torque Control of Induction Motor Drives , 2015, IEEE Transactions on Power Electronics.

[18]  Yongchang Zhang,et al.  Torque ripple RMS minimization in model predictive torque control of PMSM drives , 2013, 2013 International Conference on Electrical Machines and Systems (ICEMS).

[19]  Ralph Kennel,et al.  High-Performance Control Strategies for Electrical Drives: An Experimental Assessment , 2012, IEEE Transactions on Industrial Electronics.

[20]  Kyo-Beum Lee,et al.  Dynamic Performance Improvement of AC/DC Converter Using Model Predictive Direct Power Control With Finite Control Set , 2015, IEEE Transactions on Industrial Electronics.

[21]  Qin Zhang,et al.  Relationship between finite control set model predictive control and direct current control for three-phase voltage source converters , 2014, 2014 International Power Electronics and Application Conference and Exposition.

[22]  Qin Zhang,et al.  Comparative study of model predictive current control and voltage oriented control for PWM rectifiers , 2013, 2013 International Conference on Electrical Machines and Systems (ICEMS).

[23]  Yongchang Zhang,et al.  Low Complexity Model Predictive Control—Single Vector-Based Approach , 2014, IEEE Transactions on Power Electronics.

[24]  Wei Xie,et al.  Low-Complexity Model Predictive Power Control: Double-Vector-Based Approach , 2014, IEEE Transactions on Industrial Electronics.

[25]  Yongchang Zhang,et al.  Model predictive current control with optimal duty cycle for three-phase grid-connected AC/DC converters , 2014, 2014 International Power Electronics and Application Conference and Exposition.

[26]  Yongchang Zhang,et al.  Performance Improvement of Two-Vectors-Based Model Predictive Control of PWM Rectifier , 2016, IEEE Transactions on Power Electronics.