An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems
Guannan Li, Qing Yao, Cheng Fan, Chunlin Zhou, Guanghai Wu, Zhenxin Zhou, Xi Fang
Topics & Concepts
HVACFault (geology)Air conditioningDiscriminative modelChillerComputer scienceConvolutional neural networkArtificial intelligenceReliability engineeringEngineeringMachine learningMechanical engineeringPhysicsSeismologyGeologyThermodynamicsBuilding Energy and Comfort OptimizationWind and Air Flow StudiesEnergy Load and Power Forecasting