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innsikt - Fault Diagnosis in Wind Turbines
AI-Driven Wind Turbine Bearing Fault Diagnosis from Acoustic Signals
Developing a deep learning model for wind turbine bearing fault classification using acoustic signals.
Structural Analysis of Fault Detection and Isolation Capabilities in Wind Turbine Hydraulic Pitch Systems
By applying structural analysis to a generic model of a wind turbine hydraulic pitch system, this paper systematically assesses the system's inherent capabilities for detecting and isolating faults, revealing that while most faults are isolable with standard sensor configurations, friction increases in the cylinder are undetectable due to the model structure.
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