An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information
Guannan Li, Yue Zheng, Jiangyan Liu, Zhenxin Zhou, Chengliang Xu, Xi Fang, Qing Yao
Topics & Concepts
Constant false alarm rateFault detection and isolationFalse alarmPrincipal component analysisFault (geology)Receiver operating characteristicComputer scienceAutoencoderArtificial intelligencePattern recognition (psychology)GeneralizationCluster analysisSupport vector machineMachine learningMathematicsArtificial neural networkActuatorSeismologyGeologyMathematical analysisStructural Health Monitoring TechniquesFault Detection and Control SystemsBuilding Energy and Comfort Optimization