A fuzzy logic supervisor for active and reactive power control of a fixed speed wind energy conversion system

In this paper, we present the design of a fuzzy logic supervisor for the control of active and reactive power which is generated by fixed speed wind energy conversion systems (WECS). First, the modelling of a three-phase induction generator driven by a horizontal axis wind turbine is described. An adjustable capacitor bank is plugged at the connection point with a Static Var Compensator (SVC), which is controlled to regulate the rms voltage. The obtained model is reduced by taking into consideration the dynamics of the system. A fuzzy logic-based supervisor is proposed in order to minimize variations of the generated active power and the stator voltage. The regulation of the rms voltage is performed while imposing a reactive power reference. The pitch angle of the turbine blades is set to obtain the maximum wind power. The obtained performances of the proposed supervisor are then presented.

[1]  O. Chtchetinine Voltage stabilization system for induction generator in stand alone mode , 1999 .

[2]  Nicholas Jenkins,et al.  Application of a Static Reactive Power Compensator (STATCOM) and a Dynamic Braking Resistor (DBR) for the Stability Enhancement of a Large Wind Farm , 2003 .

[3]  N. Malik,et al.  Capacitance Requirements for Isolated Self Excited Induction Generators , 1987, IEEE Transactions on Energy Conversion.

[4]  P. Cartwright,et al.  Fault Recovery of a Wind Farm with Fixed Speed Induction Generators Using a STATCOM , 2005 .

[5]  Goran Strbac,et al.  Application of STATCOMs to wind farms , 1998 .

[6]  L.L. Lai,et al.  Voltage and frequency control of self-excited slip-ring induction generators , 2004, IEEE Transactions on Energy Conversion.

[7]  Bhim Singh,et al.  Analysis of a novel solid state voltage regulator for a self-excited induction generator , 1998 .

[8]  J. Morren,et al.  Ridethrough of wind turbines with doubly-fed induction generator during a voltage dip , 2005, IEEE Transactions on Energy Conversion.

[9]  S. M. Al-Ghuwainem Steady-state analysis of an induction generator self-excited by a capacitor in parallel with a saturable reactor , 1998 .

[10]  T. F. Chan,et al.  Capacitance requirements of self-excited induction generators , 1993 .

[11]  Ramesh C. Bansal,et al.  Reactive power control of isolated hybrid power systems , 2002 .

[12]  Bhim Singh,et al.  Transient performance of the self regulated short shunt self excited induction generator , 1995 .

[13]  Torbjörn Thiringer,et al.  Comparison of reduced-order dynamic models of induction machines , 2001 .

[14]  Ambra Sannino,et al.  Improving voltage disturbance rejection for variable-speed wind turbines , 2002 .

[15]  Torbjorn Thiringer,et al.  Modeling of Wind Turbines for Power System Studies , 2002, IEEE Power Engineering Review.

[16]  Mike Barnes,et al.  Power quality and stability improvement of a wind farm using STATCOM supported with hybrid battery energy storage , 2006 .

[17]  Pradipta Kishore Dash,et al.  Damping of multimodal power system oscillations by FACTS devices using non-linear Takagi-Sugeno fuzzy controller , 2003 .

[18]  Ramesh C. Bansal,et al.  Bibliography on the fuzzy set theory applications in power systems (1994-2001) , 2003 .

[19]  M. A. Abdel-Halim,et al.  Solid-state control of a wind-driven self-excited induction generator , 1995 .

[20]  B. Singh,et al.  Analysis and design of STATCOM-based voltage regulator for self-excited induction generators , 2004, IEEE Transactions on Energy Conversion.

[21]  Wilsun Xu,et al.  Control design and dynamic performance analysis of a wind turbine-induction generator unit , 2000 .

[22]  Ramesh C. Bansal,et al.  A novel mathematical modelling of induction generator for reactive power control of isolated hybrid power systems , 2004 .

[23]  Nicholas Jenkins,et al.  Application study of a STATCOM with energy storage , 2003 .

[24]  G. Bortolotto,et al.  Voltage-frequency control of a self-excited induction generator , 1999 .

[25]  Li Wang,et al.  Dynamic performances of an isolated self-excited induction generator under various loading conditions , 1999 .

[26]  V. Vittal,et al.  Robust Design of a Damping Controller for Static Var Compensators in Power Systems , 2001, IEEE Power Engineering Review.