Causal discovery-based external attention in neural networks for accurate and reliable fault detection and diagnosis of building energy systems
Chaobo Zhang, Xiangning Tian, Yang Zhao, Tingting Li, Yangze Zhou, Xuejun Zhang
Topics & Concepts
InterpretabilityGeneralizationArtificial intelligenceComputer scienceArtificial neural networkMachine learningDomain knowledgeCausal structureCausal modelData miningMathematicsQuantum mechanicsStatisticsMathematical analysisPhysicsBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management