Comparative study between two artificial intelligence techniques (NN and SVM) applied in fault diagnosis of Wind Turbine
Farid Tafinine
Abstract:This paper addresses the application of artificial intelligence (AI) techniques for the classification of faults in wind turbine. Wind Energy Conversion Systems have become a focal point in the research of renewable energy sources. Reliability of wind turbine is critical to extract this maximum amount of energy from the wind. Many condition monitoring techniques that are based on steady-state analysis are being applied to wind generators. Bearing faults in this generator causes mechanical vibrations and the va… Show more
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