Comparative study on deep transfer learning strategies for cross-system and cross-operation-condition building energy systems fault diagnosis
Guannan Li, Liang Chen, Jiangyan Liu, Xi Fang
Topics & Concepts
HVACASHRAE 90.1Fault (geology)AdaptabilityTransfer of learningComputer scienceArtificial neural networkWater chillerBenchmark (surveying)Convolutional neural networkArtificial intelligenceReliability engineeringEngineeringMachine learningAir conditioningBiologySeismologyGas compressorMeteorologyGeologyRefrigerantEcologyGeodesyGeographyMechanical engineeringPhysicsBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementEnergy Load and Power Forecasting