State of the Art of Artificial Intelligence Applied for False Alarms in Wind Turbines

Operation and maintenance activities, considering condition monitoring systems, are necessary to ensure the reliability of wind turbines, but provide complex and large amounts of data and alarms. In some cases, data analysis generates false alarms that cause unnecessary and significant downtimes; and, therefore, high costs. Their reduction implies the improvement of wind turbine maintenance strategies and data analysis. This paper presents the...