LSTM-Autoencoder Based Anomaly Detection Using Vibration Data of Wind Turbines

The problem of energy depletion has brought wind energy under consideration to replace oil- or chemical-based energy. However, the breakdown of wind turbines is a major concern. Accordingly, unsupervised learning was performed using the vibration signal of a wind power generator to achieve an outlie...

Full description