Wind turbine anomaly detection based on SCADA: A deep autoencoder enhanced by fault instances
Jiarui Liu, Guotian Yang, Xinli Li, Qianming Wang, Yuchen He, Xiyun Yang
Topics & Concepts
AutoencoderDeep learningComputer scienceAnomaly detectionArtificial intelligenceDiscriminative modelFault detection and isolationPattern recognition (psychology)TurbineConvolutional neural networkFault (geology)Machine learningData miningEngineeringMechanical engineeringSeismologyGeologyActuatorMachine Fault Diagnosis TechniquesAnomaly Detection Techniques and ApplicationsEnergy Load and Power Forecasting