A systematic feature extraction and selection framework for data-driven whole-building automated fault detection and diagnostics in commercial buildings
Liang Zhang, Stephen Frank, Jang-Hyun Kim, Xin Jin, Matt Leach
Topics & Concepts
Feature selectionTestbedFeature extractionData miningComputer scienceFeature (linguistics)Fault detection and isolationFault (geology)Artificial intelligencePattern recognition (psychology)EngineeringPhilosophyComputer networkSeismologyActuatorLinguisticsGeologyBuilding Energy and Comfort OptimizationTime Series Analysis and ForecastingStructural Health Monitoring Techniques