Anomaly detection using convolutional autoencoder with residual gated recurrent unit and weak supervision for photovoltaic thermal heat pump system
Lukudu Samuel John, Sungmin Yoon, Jiteng Li, Peng Wang
Topics & Concepts
AutoencoderResidualAnomaly detectionPhotovoltaic systemFault detection and isolationHeat pumpThermalAnomaly (physics)Thermal infraredMaterials scienceAutomotive engineeringComputer scienceEnvironmental scienceArtificial intelligenceEngineeringPhysicsInfraredElectrical engineeringDeep learningMechanical engineeringMeteorologyAlgorithmActuatorOpticsHeat exchangerCondensed matter physicsAnomaly Detection Techniques and ApplicationsSmart Grid Security and ResilienceWater Systems and Optimization