Model predictive sensorless control of standalone doubly fed induction generator

This paper presents a model predictive control technique for standalone doubly fed induction generators (DFIGs) without using position sensor. The technique uses a discrete-time model of the system to predict the future value of the rotor current for all possible voltage vectors generated by the rotor side converter (RSC). In this study, due to computational simplicity, the absolute error is selected as a quality function. Also, rotor position phase locked loop (RP-PLL) algorithm is used to achieve sensorless operation. The proposed MPC with RP-PLL sensorless algorithm is designed and simulated in Matlab &Simulink. Simulation results, including constant speed and load changes, and also variable rotor speed and constant load, are presented. The simulation results have proven excellent performance of the proposed MPC with RP-PLL sensorless algorithm, both of load and speed changes conditions.

[1]  M. E. Macias,et al.  Model predictive control of a Doubly Fed Induction Generator with an Indirect Matrix Converter , 2010, IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society.

[2]  Lie Xu,et al.  Model-Based Predictive Direct Power Control of Doubly Fed Induction Generators , 2010, IEEE Transactions on Power Electronics.

[3]  Manel Jebali-Ben Ghorbal,et al.  Direct Virtual Torque Control for Doubly Fed Induction Generator Grid Connection , 2009, IEEE Transactions on Industrial Electronics.

[4]  Yuan Guofeng,et al.  Vector control of a doubly fed induction generator for stand-alone ship shaft generator systems , 2007, 2007 International Conference on Electrical Machines and Systems (ICEMS).

[5]  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.

[6]  Roberto Cárdenas,et al.  Sensorless Control of Doubly-Fed Induction Generators Using a Rotor-Current-Based MRAS Observer , 2008, IEEE Transactions on Industrial Electronics.

[7]  Z. Krzeminski,et al.  Control of a doubly-fed induction generator in wind park during and after line-voltage distortion , 2009, 2009 8th International Symposium on Advanced Electromechanical Motion Systems & Electric Drives Joint Symposium.

[8]  Haitham Abu-Rub,et al.  Model Predictive Control of Multilevel Cascaded H-Bridge Inverters , 2010, IEEE Transactions on Industrial Electronics.

[9]  Wei Zhang,et al.  Design and optimization of proportional resonant controller for rotor current of a wind turbine driven DFIG , 2008, 2008 International Conference on Electrical Machines and Systems.

[10]  Yasunori Mitani,et al.  Model predictive based load frequency control design in the presence of DFIG wind turbine , 2011, 2011 2nd International Conference on Electric Power and Energy Conversion Systems (EPECS).

[11]  G. Moschopoulos,et al.  Simulation of a Wind Turbine With Doubly Fed Induction Generator by FAST and Simulink , 2008, IEEE Transactions on Energy Conversion.

[12]  Mostafa Mosa,et al.  High performance predictive control applied to three phase grid connected Quasi-Z-Source Inverter , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[13]  Lie Xu,et al.  Direct Power Control of DFIG With Constant Switching Frequency and Improved Transient Performance , 2007, IEEE Transactions on Energy Conversion.

[14]  Ralph Kennel,et al.  Predictive current controller for sensorless induction motor drive , 2010, 2010 IEEE International Conference on Industrial Technology.

[15]  Yongzheng Zhang,et al.  Rotor Position Phase-Locked Loop for Decoupled $P\hbox{-}Q$ Control of DFIG for Wind Power Generation , 2009, IEEE Transactions on Energy Conversion.

[16]  Marian Kazmierkowski High Performance Control of ac Drives with MATLAB/Simulink Models [Book News] , 2012, IEEE Industrial Electronics Magazine.

[17]  Sertac Bayhan,et al.  Grid synchronization of doubly fed induction generator in wind power systems , 2011, 2011 International Conference on Power Engineering, Energy and Electrical Drives.

[18]  Yongchang Zhang,et al.  Model predictive direct torque control for grid synchronization of doubly fed induction generator , 2011, 2011 IEEE International Electric Machines & Drives Conference (IEMDC).

[19]  Barry W. Williams,et al.  Predictive Current Control of Doubly Fed Induction Generators , 2009, IEEE Transactions on Industrial Electronics.

[20]  Yongzheng Zhang,et al.  Sensorless Maximum Power Point Tracking of Wind by DFIG Using Rotor Position Phase Lock Loop (PLL) , 2009, IEEE Transactions on Power Electronics.

[21]  Hea Gwang Jeong,et al.  A sliding-mode approach to control the active and reactive powers for A DFIG in wind turbines , 2008, 2008 IEEE Power Electronics Specialists Conference.

[22]  Guillermo O. García,et al.  Adaptive Observer for Sensorless Control of Stand-Alone Doubly Fed Induction Generator , 2009, IEEE Transactions on Industrial Electronics.

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

[24]  Ralph Kennel,et al.  Predictive control in power electronics and drives , 2008, 2008 IEEE International Symposium on Industrial Electronics.

[25]  Fateh Krim,et al.  Design and implementation of predictive current control of three-phase PWM rectifier using space-vector modulation (SVM) , 2010 .

[26]  J. Clare,et al.  MRAS observer for sensorless control of standalone doubly fed induction generators , 2005, IEEE Transactions on Energy Conversion.