Model Predictive Direct Torque Control for PMSM with Discrete Voltage Vectors

The direct torque control (DTC) of ac motors leads to a faster torque response with a small number of switching operations in inverters when compared with a conventional approach such as vector control. DTC exhibits a hybrid nature in the sense that the system is composed of continuous variables of torque and flux and involves discrete switching in the inverter. The output of the inverter is limited to the finite discrete values at each instance of sampling. Model predictive control (MPC) is applied to the system so that an optimal switching sequence is derived subject to the given constraints. The proposed MPC-based approach reduces the torque ripple with a small number of switching operations. The effectiveness of the proposed MPDTC approach is verified through simulations and experiments by comparing the proposed approach with conventional DTC.

[1]  James B. Rawlings,et al.  Tutorial: model predictive control technology , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[2]  Manfred Morari,et al.  Model Predictive Direct Torque Control of permanent magnet synchronous motors , 2010, 2010 IEEE Energy Conversion Congress and Exposition.

[3]  Manfred Morari,et al.  Sensorless explicit model predictive control of permanent magnet synchronous motors , 2009, 2009 IEEE International Electric Machines and Drives Conference.

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

[5]  S. Morimoto,et al.  Expansion of operating limits for permanent magnet motor by current vector control considering inverter capacity , 1990 .

[6]  Seung-Ki Sul,et al.  A compensation method for time delay of full digital synchronous frame current regulator of PWM AC drives , 2001, Conference Record of the 2001 IEEE Industry Applications Conference. 36th IAS Annual Meeting (Cat. No.01CH37248).

[7]  M.F. Rahman,et al.  A New Scheme to Direct Torque Control of Interior Permanent Magnet Synchronous Machine Drives for Constant Inverter Switching Frequency and Low Torque Ripple , 2006, 2006 CES/IEEE 5th International Power Electronics and Motion Control Conference.

[8]  Li Yaohua,et al.  A novel switching table to suppress unreasonable torque ripple for the PMSM DTC drives , 2008, 2008 International Conference on Electrical Machines and Systems.

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

[10]  M. Ishida,et al.  Optimal control of PMSMs using model predictive control , 2008, 2008 34th Annual Conference of IEEE Industrial Electronics.

[11]  M. Morari,et al.  Model Predictive Control in Power Electronics: A Hybrid Systems Approach , 2005, Proceedings of the 44th IEEE Conference on Decision and Control.

[12]  Selin Ozcira,et al.  Direct Torque Control of Permanent Magnet Synchronous Motors , 2011 .

[13]  Hao Zhu,et al.  Torque Ripple Reduction of the Torque Predictive Control Scheme for Permanent-Magnet Synchronous Motors , 2012, IEEE Transactions on Industrial Electronics.

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

[15]  Pavel Vaclavek,et al.  Field weakening in PMSM model based predictive control , 2010, 2010 IEEE International Conference on Power and Energy.

[16]  K. W. Lim,et al.  Analysis of direct torque control in permanent magnet synchronous motor drives , 1997 .

[17]  Gilbert Hock Beng Foo,et al.  Direct Torque Control of an IPM-Synchronous Motor Drive at Very Low Speed Using a Sliding-Mode Stator Flux Observer , 2010, IEEE Transactions on Power Electronics.

[18]  Tobias Geyer,et al.  Model predictive direct torque control: Derivation and analysis of the explicit control law , 2011, 2011 IEEE Energy Conversion Congress and Exposition.

[19]  Tian Yantao,et al.  A sensorless initial rotor position estimation scheme and an Extended Kalman Filter observer for the direct torque controlled Permanent Magnet Synchronous Motor Drive , 2008, 2008 International Conference on Electrical Machines and Systems.

[20]  Tadanao Zanma,et al.  Optimal direct torque control for PMSM based on model predictive control , 2011, Proceedings of the 2011 14th European Conference on Power Electronics and Applications.

[21]  M. Pacas,et al.  Predictive direct torque control for the PM synchronous machine , 2005, IEEE Transactions on Industrial Electronics.

[22]  Akihiro Imura Member,et al.  Refinement of inverter model considering dead-time for performance improvement in predictive instantaneous current control , 2013 .

[23]  A. Nasiri A Novel Direct Torque Control Method of PM Synchronous Motors , 2007, 2007 IEEE Power Electronics Specialists Conference.

[24]  M. F. Rahman,et al.  A direct torque controlled interior permanent magnet synchronous motor drive incorporating field weakening , 1997, IAS '97. Conference Record of the 1997 IEEE Industry Applications Conference Thirty-Second IAS Annual Meeting.

[25]  Manfred Morari,et al.  Model Predictive Direct Torque Control—Part I: Concept, Algorithm, and Analysis , 2009, IEEE Transactions on Industrial Electronics.

[26]  Shigeo Morimoto,et al.  Wide-speed operation of interior permanent magnet synchronous motors with high-performance current regulator , 1994 .

[27]  Manfred Morari,et al.  Model Predictive Direct Torque Control—Part II: Implementation and Experimental Evaluation , 2009, IEEE Transactions on Industrial Electronics.

[28]  Lixin Tang,et al.  A novel direct torque controlled interior permanent magnet synchronous machine drive with low ripple in flux and torque and fixed switching frequency , 2004, IEEE Transactions on Power Electronics.

[29]  C. French,et al.  Direct torque control of permanent magnet drives , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[30]  Shinji Doki,et al.  Refinement of inverter model considering dead‐time for performance improvement in predictive instantaneous current control , 2014 .