Wind Turbine Fault Detection and Identification Through PCA-Based Optimal Variable Selection

An effective condition monitoring system of wind turbines generally requires installation of a high number of sensors and use of a high sampling frequency in particular for monitoring of the electrical components within a turbine, resulting in a large amount of data. This can become a burden for con...

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