turbines. The paper presents a novel model for wind turbine anomaly detection mainly based on SCADA data and a back …-propagation neural network (BPNN) for automatic selection of the condition parameters. The SCADA data sets are determined through …

(SCADA) data from a single wind turbine collected from March to April 2006 is used in the modeling. Model validation has been … improved significantly if the information from the vibration signals is complemented by analysis of other relevant SCADA data …

detect grid and power electronic faults. The method is evaluated further with SCADA data obtained from an operational wind …