A novel interface neurocontroller (INC) is proposed for the coordinated reactive power control between a large wind farm equipped with doubly fed induction generators (DFIGs) and a static synchronous compensator (STATCOM). The heuristic dynamic programming (HDP) technique and radial basis function neural networks (RBFNNs) are used to design this INC. It effectively reduces the level of voltage sags as well as the over-currents in the DFIG rotor circuit during grid faults, and therefore, significantly enhances the fault ride-through capability of the wind farm. The INC also acts as a coordinated external damping controller for the wind farm and the STATCOM, and therefore, improves power oscillation damping of the system after grid faults. Simulation studies are carried out in PSCAD/EMTDC and the results are presented to verify the proposed INC.
W. Qiao et al., "Coordinated Reactive Power Control of a Large Wind Farm and a STATCOM Using Heuristic Dynamic Programming," IEEE Transactions on Energy Conversion, Institute of Electrical and Electronics Engineers (IEEE), Jan 2009.
The definitive version is available at https://doi.org/10.1109/TEC.2008.2001456
Electrical and Computer Engineering
National Science Foundation (U.S.)
Keywords and Phrases
Automatic Voltage Control; Circuit Faults; Heuristic Dynamic Programming (HDP); Interface Neurocontroller (INC); Power Oscillation Damping; Reactive Power Control; Static Synchronous Compensator (STATCOM); Wind Farm; Dynamic programming; Rotors; Wind turbines
International Standard Serial Number (ISSN)
Article - Journal
© 2009 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.