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ANN-Based Monitoring for Wind Turbines by Claudia Pilar Bordón López is a document available to read on EtoBox.

What is ANN-Based Monitoring for Wind Turbines about?

This research article presents an artificial neural network (ANN)-based condition monitoring method for wind turbine gearboxes, utilizing data from the supervisory control and data acquisition (SCADA) system. The study focuses on improving data preprocessing and post-processing techniques to enhance anomaly detection and reduce false alarms, ultimately aiming to optimize maintenance strategies and minimize downtime. Case studies demonstrate the effectiveness of the proposed method in detecting gearbox failu

Author

Claudia Pilar Bordón López

Language

EN