Extended Kalman filter based sliding mode control of parallel-connected two five-phase PMSM drive system

This paper presents sliding mode control of sensor-less parallel-connected two five-phase permanent magnet synchronous machines (PMSMs) fed by a single five-leg inverter. For both machines, the rotor speeds and rotor positions as well as load torques are estimated by using Extended Kalman Filter (EKF) scheme. Fully decoupled control of both machines is possible via an appropriate phase transposition while connecting the stator windings parallel and employing proposed speed sensor-less method. In the resulting parallel-connected two-machine drive, the independent control of each machine in the group is achieved by controlling the stator currents and speed of each machine under vector control consideration. The effectiveness of the proposed Extended Kalman Filter in conjunction with the sliding mode control is confirmed through application of different load torques for wide speed range operation. Comparison between sliding mode control and PI control of the proposed two-motor drive is provided. The speed response shows a short rise time, an overshoot during reverse operation and settling times is 0.075 s when PI control is used. The speed response obtained by SMC is without overshoot and follows its reference and settling time is 0.028 s. Simulation results confirm that, in transient periods, sliding mode controller remarkably outperforms its counterpart PI controller.

[1]  Fei Xiao,et al.  Current harmonics elimination control method for six-phase PM synchronous motor drives. , 2015, ISA transactions.

[2]  Atif Iqbal,et al.  Extended Kalman filter based speeds estimation of series-connected five-phase two-motor drive system , 2009, Simul. Model. Pract. Theory.

[3]  Muhammed Fazlur Rahman,et al.  Comparison of a Sliding Observer and a Kalman Filter for Direct-Torque-Controlled IPM Synchronous Motor Drives , 2012, IEEE Transactions on Industrial Electronics.

[4]  S. Iqbal,et al.  Speed- sensorless control of parallel- connected PMSM fed by a single inverter using MRAS , 2012, 2012 IEEE International Power Engineering and Optimization Conference Melaka, Malaysia.

[5]  Anissa Hosseyni,et al.  Sensorless sliding mode observer for a five-phase permanent magnet synchronous motor drive. , 2015, ISA transactions.

[6]  Massoum Ahmed,et al.  INPUT OUTPUT LINEARIZATION AND SLIDING MODE CONTROL OF A PERMANENT MAGNET SYNCHRONOUS MACHINE FED BY A THREE LEVELS INVERTER , 2006 .

[7]  Shaoguang Zhang,et al.  Very-low speed control of PMSM based on EKF estimation with closed loop optimized parameters. , 2013, ISA transactions.

[8]  Navid R Abjadi Sliding-mode control of a six-phase series/parallel connected two induction motors drive. , 2014, ISA transactions.

[9]  Ling-Ling Sun,et al.  Speed tracking and synchronization of multiple motors using ring coupling control and adaptive sliding mode control. , 2015, ISA transactions.

[10]  Hung-Chi Chen,et al.  Current control for single-inverter-fed series-connected five-phase PMSMs , 2013, 2013 IEEE International Symposium on Industrial Electronics.

[11]  Yihua Hu,et al.  Direct Torque Control of T-NPC Inverters-Fed Double-Stator-Winding PMSM Drives With SVM , 2018, IEEE Transactions on Power Electronics.

[12]  M. Jones,et al.  Independent Control of Two Five-Phase Induction Machines Connected in Parallel to a Single Inverter Supply , 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.

[13]  Hamid A. Toliyat,et al.  Modeling, Control, and Experimental Investigation of a Five-Phase Series-Connected Two-Motor Drive With Single Inverter Supply , 2007, IEEE Transactions on Industrial Electronics.

[14]  Emil Levi,et al.  Space Vector PWM for a Five-Phase VSI Supplying Two Five-Phase Series-Connected Machines , 2006, 2006 12th International Power Electronics and Motion Control Conference.

[15]  Weiping Li,et al.  Applied Nonlinear Control , 1991 .

[16]  Ramzi Trabelsi,et al.  Backstepping Control for a Five-Phase Permanent Magnet Synchronous Motor Drive , 2015 .

[17]  John E. Fletcher,et al.  A Space Vector Switching Strategy for Three-Level Five-Phase Inverter Drives , 2010, IEEE Transactions on Industrial Electronics.

[18]  Yihua Hu,et al.  Remedial Strategies of T-NPC Three-Level Asymmetric Six-Phase PMSM Drives Based on SVM-DTC , 2017, IEEE Transactions on Industrial Electronics.

[19]  Obrad Dordevic,et al.  PWM Algorithms for Multilevel Inverter Supplied Multiphase Variable-Speed Drives , 2012 .

[20]  Atif Iqbal,et al.  MRAS Based Sensorless Control of a Series-Connected Five-Phase Two-Motor Drive System , 2008 .

[21]  Lingshun Liu,et al.  Study on Series Control Method for Dual Three-Phase PMSM based on Space Vector Pulse Width Modulation , 2015 .

[22]  Eric Semail,et al.  An efficient control of a series connected two-synchronous motor 5-phase with non sinusoidal EMF supplied by a single 5-leg VSI: Experimental and theoretical investigations , 2012 .

[23]  Nguyen Trung Hieu,et al.  FPGA-Based Sensorless PMSM Speed Control Using Reduced-Order Extended Kalman Filters , 2014, IEEE Transactions on Industrial Electronics.

[24]  Li Sun,et al.  Nonlinear Speed Control for PMSM System Using Sliding-Mode Control and Disturbance Compensation Techniques , 2013, IEEE Transactions on Power Electronics.

[25]  Ying Luo,et al.  PMSM sensorless control with separate control strategies and smooth switch from low speed to high speed. , 2015, ISA transactions.

[26]  Drazen Dujic,et al.  A Space Vector PWM Scheme for Multifrequency Output Voltage Generation With Multiphase Voltage-Source Inverters , 2008, IEEE Transactions on Industrial Electronics.

[27]  Jafar Soltani,et al.  MTPA control of mechanical sensorless IPMSM based on adaptive nonlinear control. , 2016, ISA transactions.

[28]  H.A. Toliyat,et al.  Sensorless direct torque control of five-phase interior permanent magnet motor drives , 2004, Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting..

[29]  Drazen Dujic,et al.  Generalised space vector PWM for sinusoidal output voltage generation with multiphase voltage source inverters , 2009 .

[30]  Warsame H. Ali,et al.  Design of a speed controller using Extended Kalman Filter for PMSM , 2014, 2014 IEEE 57th International Midwest Symposium on Circuits and Systems (MWSCAS).

[31]  Drazen Dujic,et al.  Switching Ripple Characteristics of Space Vector PWM Schemes for Five-Phase Two-Level Voltage Source Inverters—Part 1: Flux Harmonic Distortion Factors , 2011, IEEE Transactions on Industrial Electronics.

[32]  Jafar Soltani,et al.  Speed sensorless control of a six-phase induction motor drive using backstepping control , 2014 .

[33]  E. Levi,et al.  Space vector modulation schemes for a five-phase voltage source inverter , 2005, 2005 European Conference on Power Electronics and Applications.

[34]  Hung-Chi Chen,et al.  Position sensorless control for five-phase permanent-magnet synchronous motors , 2014, 2014 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[35]  H.A. Toliyat,et al.  Steady-State Modeling of Series-Connected Five-Phase and Six-Phase Two-Motor Drives , 2008, IEEE Transactions on Industry Applications.

[36]  Faa-Jeng Lin,et al.  Fault-Tolerant Control for Six-Phase PMSM Drive System via Intelligent Complementary Sliding-Mode Control Using TSKFNN-AMF , 2013, IEEE Transactions on Industrial Electronics.

[37]  Hamid A. Toliyat,et al.  Wide Operational Speed Range of Five-Phase Permanent Magnet Machines by Using Different Stator Winding Configurations , 2012, IEEE Transactions on Industrial Electronics.

[38]  Slobodan N. Vukosavic,et al.  Parallel-Connected Multiphase Multidrive Systems With Single Inverter Supply , 2009, IEEE Transactions on Industrial Electronics.