Operational Variables for Improving Industrial Wind Turbine Yaw Misalignment Early Fault Detection Capabilities Using Data-Driven Techniques

Offshore wind turbines are complex pieces of engineering and are, generally, exposed to harsh environmental conditions that are making them to susceptible unexpected and potentially catastrophic damage. This results in significant downtime and high maintenance costs. Therefore, early detection of major failures is important to improve availability, boost power production, and reduce maintenance costs. This article proposes a supervisory control...