Title :
Parameter Tuning for Wind Turbine with Doubly Fed Induction Generator Using PSO
Author :
Wu, F. ; Ju, P. ; Zhang, X.-P.
Author_Institution :
Coll. of Electr. Eng., Hohai Univ., Nanjing, China
Abstract :
The rotor of the doubly fed induction generator (DFIG) is fed back from the grid via back-to-back converters. Under the disturbance, the rotor current increases to maintain the terminal voltage and the rotor rotating speed of DFIG, while the current in the grid side converter also increases to keep the DC-Link voltage constant. In this situation, the overshoots of the currents flowing through the converters stress the operation condition of the back-to-back converters, even destroy the converters. The controllers of the back-to-back converters have significant impact on the dynamics of the rotor current. In this paper, the parameters of back-to-back converter controller are tuned with the objective of reducing the maximum value of the currents using particle swarm optimization. Using the parameters optimized, the overshoot of the currents can be decreased.
Keywords :
asynchronous generators; particle swarm optimisation; rotors; wind turbines; DC-link voltage constant; DFIG; PSO; back-to-back converters; doubly fed induction generator; parameter tuning; particle swarm optimization; rotor current; wind turbine; Control systems; Induction generators; Insulated gate bipolar transistors; Power grids; Rotors; Shafts; Stability; Stators; Voltage control; Wind turbines;
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2010 Asia-Pacific
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4812-8
Electronic_ISBN :
978-1-4244-4813-5
DOI :
10.1109/APPEEC.2010.5449019