Title :
Condition monitoring of wind turbines based on amplitude demodulation
Author :
Amirat, Yassine ; Choqueuse, Vincent ; Benbouzid, Mohamed
Author_Institution :
LBMS, Univ. of Brest, Brest, France
Abstract :
Wind energy conversion systems (WECS) have become a focal point in the research of renewable energy sources. In order to make wind turbine reliable and competitive, it is important to reduce the operational and maintenance costs. The most efficient way to reduce it relies on condition monitoring and fault diagnostics. This paper proposes a new fault detector based on the amplitude demodulation of the three-phase stator current. Simulations show that this low-complexity method is well suited for stationary or non-stationary behavior.
Keywords :
amplitude modulation; condition monitoring; fault diagnosis; stators; wind turbines; amplitude demodulation; condition monitoring; fault diagnostics; maintenance cost; operational cost; renewable energy sources; three-phase stator current; wind energy conversion systems; wind turbines; Computational modeling; Demodulation; Fault detection; Generators; Induction motors; Stators; Transforms; Amplitude Modulation; Bearings; Fault Detection; Signal Processing; Wind turbine;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2010 IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-5286-6
Electronic_ISBN :
978-1-4244-5287-3
DOI :
10.1109/ECCE.2010.5617914