Interpretable chiller fault diagnosis based on physics-guided neural networks
Pan Xiaogang, Ketian Liang, Yuanyuan Jiao, Zhiwen Chen, Yang Wang
Topics & Concepts
InterpretabilityFault (geology)ChillerArtificial neural networkChiller boiler systemCondenser (optics)Physical systemProcess (computing)Reliability engineeringArtificial intelligenceEngineeringComputer scienceFault injectionControl engineeringMachine learningWater chillerMechanical engineeringSoftwareLight sourceSeismologyGas compressorGeologyProgramming languagePhysicsRefrigerantQuantum mechanicsOpticsThermodynamicsOperating systemBuilding Energy and Comfort OptimizationWind and Air Flow StudiesSolar Thermal and Photovoltaic Systems