Title :
Fuzzy supervised PI controller for VSC HVDC system connected to Induction Generator based wind farm
Author :
Moharana, Akshaya ; Samarabandu, Jagath ; Varma, Rajiv K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Western Ontario, London, ON, Canada
Abstract :
This paper proposes a fuzzy supervised PI controller for the Voltage Source Converter (VSC) HVDC system connected to an Induction Generator based wind farm, in parallel with an AC transmission line. It is shown that the proposed controller performs effectively by adapting the gains based on fuzzy supervision. It stabilizes the network faster than a conventional PI controller and the peak overshoot is also reduced significantly. A nonlinear full-scale model is developed in MATLAB, which is linearized to obtain a state space model. Eigenvalues and participation factors are calculated from the state space model for small signal stability studies. Singular Value Decomposition (SVD) theory is also applied to test the controllability of the inputs with respect to specific oscillatory modes. For the fuzzy supervised PI controllers, a rule base is generated from several system simulations and then the proposed controller is implemented through the Fuzzy Inference System (FIS) in MATLAB. The aggregated wind farm model is validated through PSCAD/EMTDC simulation.
Keywords :
HVDC power convertors; PI control; asynchronous generators; eigenvalues and eigenfunctions; fuzzy control; machine control; power transmission lines; singular value decomposition; voltage control; wind power plants; HVDC system; MATLAB; PSCAD/EMTDC simulation; eigenvalues; fuzzy inference system; fuzzy supervised PI controller; induction generator; nonlinear full-scale model; singular value decomposition theory; small signal stability; state space model; voltage source converter; wind farm model; Converters; HVDC transmission; Mathematical model; Rectifiers; Wind farms; Wind speed; Wind turbines; HVDC; Induction Generator based wind farm; Voltage Source Converter (VSC); fuzzy logic control; oscillation damping and small signal stability; singular value decomposition;
Conference_Titel :
Electrical Power and Energy Conference (EPEC), 2011 IEEE
Conference_Location :
Winnipeg, MB
Print_ISBN :
978-1-4577-0405-5
DOI :
10.1109/EPEC.2011.6070240