Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis
Xin Li, Jiangyan Liu, Bin Liu, Qing Zhang, Kuining Li, Zhenxiang Dong, Lunjie Mou
Topics & Concepts
Data miningComputer scienceReliability engineeringData qualityUncertainty quantificationFault (geology)Uncertainty analysisData-drivenFault detection and isolationEngineeringMachine learningArtificial intelligenceSimulationActuatorMetric (unit)Operations managementSeismologyGeologyBuilding Energy and Comfort OptimizationStructural Health Monitoring TechniquesEnergy Load and Power Forecasting