Nonlinear model predictive control applied to a DFIG-based wind turbine with a Shunt APF

The present paper describes a wind turbine coupled to a Doubly Fed Induction Generator (DFIG) connected to the electric power grid via a Shunt Active Power Filter (SAPF). The studied system is controlled by two controllers based on the approach of the nonlinear model predictive control (NMPC). The NPC applied to the DFIG is designed to ensure optimum performances of the DFIG. While the NPC applied to the SAPF is developed to compensate the harmonic produces by the nonlinear load. The control laws are obtained by optimization of the two cost functions based on the prediction error, which contains the difference between the predicted outputs and its references. A Taylor series expansion is exploited to define the predicted outputs of the system in order to ensure a perfect tracking of the rotor speed and the rotor current regulation, also to obtain the sinusoidal waveform of the stator voltage and stator current. The performances of the NPCs are studied via simulation on the environment Matlab/Simulink. We obtained satisfying results that show the benefits of using an NPC.

[1]  Abderrahmane El Kachani,et al.  AC Grid Connected DFIG-Based Wind Turbine with Shunt Active Power Filter Based on Nonlinear Predictive Control , 2015 .

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

[3]  Xie Yun-xiang,et al.  Simplified model predictive control for a shunt active power filter , 2008, 2008 IEEE Power Electronics Specialists Conference.

[4]  Hee-Sang Ko,et al.  Modeling and control of DFIG-based variable-speed wind-turbine , 2008 .

[5]  Mohamad Alaa Eddin Alali Contribution à l'Etude des Compensateurs Actifs des Réseaux Electriques Basse Tension : (Automatisation des systèmes de puissance électriques) , 2002 .

[6]  M Soliman,et al.  Multiple Model Predictive Control for Wind Turbines With Doubly Fed Induction Generators , 2011, IEEE Transactions on Sustainable Energy.

[7]  Seung-Ho Song,et al.  Implementation and control of grid connected AC-DC-AC power converter for variable speed wind energy conversion system , 2003, Eighteenth Annual IEEE Applied Power Electronics Conference and Exposition, 2003. APEC '03..

[8]  Tarik Jarou,et al.  New Control Based on Estimated State Feedback of the Shunt Active Filter to Compensate for the Disturbing Currents in the Electric Power , 2014 .

[9]  Haitham Abu-Rub,et al.  Predictive current control of voltage-source inverters , 2004, IEEE Transactions on Industrial Electronics.

[10]  F. Poitiers,et al.  Advanced control of a doubly-fed induction generator for wind energy conversion , 2009 .

[11]  Ralph Kennel,et al.  Generalized predictive control (GPC)-ready for use in drive applications? , 2001, 2001 IEEE 32nd Annual Power Electronics Specialists Conference (IEEE Cat. No.01CH37230).

[12]  Timothy C. Green,et al.  Control and filter design of three-phase inverters for high power quality grid connection , 2003 .