Enhanced Predictive Torque Control for Open End Winding Induction Motor Drive Without Weighting Factor Assignment

Nowadays, predictive torque control (PTC) is the most popular control technique in the field of electric drives. This PTC strategy is introduced for open end winding induction motor (OEWIM) drive in view of advantages. The conventional PTC offers a single-cost function where torque and stator flux control objectives are present. Since these control objectives are dissimilar, weighting factor designation to the respective control objective is essential. Weighting factor tuning by an empirical approach leads to a cumbersome control process. To overcome this tuning problem, this paper suggests a single control objective containing stator reference and predicted flux space vectors. This simplified proposed control scheme relieves PTC from weighting factor and facilitates combined torque and flux control. However, to control inverter switching frequency including torque and flux in a single cost function, weighting factors assignment and its proper tuning is indispensable. The proposed scheme is extended by replacing a single-cost function with separate multiobjectives and its optimization is achieved using a simple ranking analysis with limited prediction voltage vectors (VVs). This proposed feature permits PTC independent from weighting factors. Simulation and experimentation are performed on a dual inverter fed OEWIM drive. The achieved results are related with conventional PTC to verify the effectiveness of the proposed PTC.

[1]  Kaushik Rajashekara,et al.  Predictive torque control with zero-sequence current suppression for open-end winding induction machine , 2015, 2015 IEEE Industry Applications Society Annual Meeting.

[2]  P. Mutschler,et al.  Digital implementation of predictive direct control algorithms for induction motors , 1998, Conference Record of 1998 IEEE Industry Applications Conference. Thirty-Third IAS Annual Meeting (Cat. No.98CH36242).

[3]  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.

[4]  Marian P. Kazmierkowski,et al.  State of the Art of Finite Control Set Model Predictive Control in Power Electronics , 2013, IEEE Transactions on Industrial Informatics.

[5]  Srinivasa Rao Sandepudi,et al.  Enhanced weighting factor selection for predictive torque control of induction motor drive based on VIKOR method , 2016 .

[6]  Jay H. Lee,et al.  Model predictive control: past, present and future , 1999 .

[7]  Toshihiko Noguchi,et al.  A New Quick-Response and High-Efficiency Control Strategy of an Induction Motor , 1986, IEEE Transactions on Industry Applications.

[8]  R. Kennel,et al.  Model Predictive Control for Electrical Drives , 2005, 2005 IEEE 36th Power Electronics Specialists Conference.

[9]  Bin Wu,et al.  Recent Advances and Industrial Applications of Multilevel Converters , 2010, IEEE Transactions on Industrial Electronics.

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

[11]  Krishna Kumar Gupta,et al.  Multilevel Inverter Topologies With Reduced Device Count: A Review , 2016, IEEE Transactions on Power Electronics.

[12]  Saad Mekhilef,et al.  Model Predictive Torque Ripple Reduction with Weighting Factor Optimization Fed by an Indirect Matrix Converter , 2014 .

[13]  Robert S. Balog,et al.  Auto-tuning the cost function weight factors in a model predictive controller for a matrix converter VAR compensator , 2015, 2015 IEEE Energy Conversion Congress and Exposition (ECCE).

[14]  Jan M. Maciejowski,et al.  Predictive control : with constraints , 2002 .

[15]  Fang Zheng Peng,et al.  Multilevel inverters: a survey of topologies, controls, and applications , 2002, IEEE Trans. Ind. Electron..

[16]  José R. Espinoza,et al.  Predictive Torque and Flux Control Without Weighting Factors , 2013, IEEE Transactions on Industrial Electronics.

[17]  Ming-Ji Yang,et al.  Global Minimum Torque Ripple Design for Direct Torque Control of Induction Motor Drives , 2010, IEEE Transactions on Industrial Electronics.

[18]  Leopoldo G. Franquelo,et al.  Guidelines for weighting factors design in Model Predictive Control of power converters and drives , 2009, 2009 IEEE International Conference on Industrial Technology.

[19]  K. Sivakumar,et al.  Online Computation of Hysteresis Boundary for Constant Switching Frequency Current-Error Space-Vector-Based Hysteresis Controller for VSI-Fed IM Drives , 2012, IEEE Transactions on Power Electronics.

[20]  Atsuo Kawamura,et al.  An analysis of induction motor field oriented or vector control , 1983, 1983 IEEE Power Electronics Specialists Conference.

[21]  S. Sul,et al.  New direct torque control of induction motor for minimum torque ripple and constant switching frequency , 1999 .

[22]  José R. Rodríguez,et al.  Predictive Current Control of an Induction Machine Fed by a Matrix Converter With Reactive Power Control , 2008, IEEE Transactions on Industrial Electronics.

[23]  Srinivasa Rao Sandepudi,et al.  Finite control set predictive torque control for induction motor drive with simplified weighting factor selection using TOPSIS method , 2017 .

[24]  Samir Kouro,et al.  Multiobjective Fuzzy Predictive Torque Control of an induction machine fed by a 3L-NPC inverter , 2015, 2015 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE).

[25]  Pericle Zanchetta,et al.  Heuristic multi-objective optimization for cost function weights selection in finite states model predictive control , 2011, 2011 Workshop on Predictive Control of Electrical Drives and Power Electronics.

[26]  Joseph Vithayathil,et al.  Digital Simulation of Field-Oriented Control of Induction Motor , 1984, IEEE Transactions on Industrial Electronics.

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

[28]  Patrick Wheeler,et al.  Predictive Torque Control of an Induction Machine Fed by a Matrix Converter With Reactive Input Power Control , 2010, IEEE Transactions on Power Electronics.

[29]  J. Rodriguez,et al.  Predictive Torque Control for Inverter-Fed Induction Machines , 2005, IEEE Transactions on Industrial Electronics.

[30]  V. T. Somasekhar,et al.  Improvised SVPWM Strategies for an Enhanced Performance for a Four-Level Open-End Winding Induction Motor Drive , 2017, IEEE Transactions on Industrial Electronics.

[31]  Kyo-Beum Lee,et al.  Torque ripple reduction in DTC of induction motor driven by three-level inverter with low switching frequency , 2002 .

[32]  Kunisetti V Praveen Kumar,et al.  Predictive torque control of open-end winding induction motor drive fed with multilevel inversion using two two-level inverters , 2018 .