DocumentCode
3405954
Title
Using Neuro Fuzzy PI techniques in wind turbine control
Author
Aissaoui, A.G. ; Tahour, A. ; Abid, Mohamed ; Essounbouli, N. ; Nollet, Frederic
Author_Institution
IRECOM Lab., Univ. Djilali Liabes, Sidi Bel Abbes, Algeria
fYear
2013
fDate
20-23 Oct. 2013
Firstpage
605
Lastpage
610
Abstract
In this paper, we develop the overall model of the wind energy conversion systems (WECS) structure based on induction generator (IG). The goal of this paper is to control the power generated by the WECS and transmitted to the grid. We propose a new control strategy based on Neuro-fuzzy technique in order to control the power of the WECS. The main drawback is that the WECS is highly nonlinear. An adaptive Neuro-Fuzzy-PI power controller is proposed to overcome this problem. A Simulation study is done to validate the strategy used in power control.
Keywords
PI control; asynchronous generators; direct energy conversion; fuzzy control; neurocontrollers; power system control; wind power; wind turbines; induction generator; neuro fuzzy PI techniques; power controller; wind energy conversion systems; wind turbine control; Adaptation models; Equations; Induction generators; Mathematical model; Reactive power; Rotors; Wind turbines; Induction generator; Neuro-Fuzzy control; Power control; Wind energy;
fLanguage
English
Publisher
ieee
Conference_Titel
Renewable Energy Research and Applications (ICRERA), 2013 International Conference on
Conference_Location
Madrid
Type
conf
DOI
10.1109/ICRERA.2013.6749827
Filename
6749827
Link To Document