An entropy-based causality framework for cross-level faults diagnosis and isolation in building HVAC systems
Jiajing Huang, Naghmeh Ghalamsiah, Abhidnya Patharkar, Ojas Pradhan, Mengyuan Chu, Teresa Wu, Jin Wen, Zheng O’Neill, K. Selçuk Candan
Topics & Concepts
Fault detection and isolationReliability engineeringBayesian networkHVACRoot causeEngineeringEntropy (arrow of time)Isolation (microbiology)Domain knowledgeAnomaly detectionComputer scienceData miningArtificial intelligenceMachine learningPhysicsAir conditioningMechanical engineeringMicrobiologyActuatorQuantum mechanicsBiologyFault Detection and Control SystemsElevator Systems and ControlAnomaly Detection Techniques and Applications