Title :
A novel intelligent controller for DFIG-based wind turbine system
Author :
Valikhani, M. ; Sourkounis, C.
Author_Institution :
Power Syst. Technol. & Power Mechatron, Ruhr-Univ. Bochum, Bochum, Germany
Abstract :
In this paper, dynamic behavior of a PWM-based vector controlled doubly fed induction generator (DFIG) will be analyzed and improved using an intelligent controller which takes advantage of the emotional decision making process which happens in the mammalian brain, called brain emotional learning-based intelligent controllers (BELBIC) in the literature. In this way, the intelligent controllers are in charge of controlling stator active and reactive power in a cascaded vector control scheme. For the purpose of decoupling active and reactive power components the stator flux space vector orientation will be utilized and finally Pulse width modulation (PWM) strategy will be used to order the switching commands to a voltage source converter (VSC) feeded from the rotor circuit at hyper synchronous mode of operation.
Keywords :
PWM power convertors; adaptive control; asynchronous generators; intelligent control; learning systems; machine vector control; reactive power control; BELBIC; DFIG-based wind turbine system; PWM strategy; PWM-based vector controlled doubly fed induction generato; VSC; brain emotional learning-based intelligent controllers; cascaded vector control scheme; emotional decision making process; hyper synchronous mode; intelligent controller; mammalian brain; pulse width modulation strategy; rotor circuit; stator flux space vector orientation; stator reactive power control; voltage source converter; Control systems; Machine vector control; Mathematical model; Reactive power; Rotors; Stators; Vectors; Brain Emotional Learning Based Intelligent Controller (BELBIC); Doubly Fed Induction Generator (DFIG); Pulse width modulation (PWM); Vector Control; Voltage Source Converter (VSC);
Conference_Titel :
Energy Conference (ENERGYCON), 2014 IEEE International
Conference_Location :
Cavtat
DOI :
10.1109/ENERGYCON.2014.6850404