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Condition Monitoring of Wind Turbine Drivetrain Bearings
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As an extremely valuable and reliable energy source, the renewable energy is developing around the world at an unprecedented pace. By the end of 2022, the global installed capacity of offshore wind turbines is expected to ...
Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Wind turbine condition monitoring is considered a key task in the wind power industry. A plethora of methodologies based on machine learning have been proposed for monitoring wind turbines, but the absence of faulty data ...