Evaluate the impact of sensor accuracy on model performance in data-driven building fault detection and diagnostics using Monte Carlo simulation
Liang Zhang, Matt Leach
Topics & Concepts
Monte Carlo methodWireless sensor networkEngineeringSoft sensorFault detection and isolationProcess (computing)Oak Ridge National LaboratoryProbabilistic logicFault (geology)Computer scienceReal-time computingReliability engineeringArtificial intelligenceElectrical engineeringActuatorSeismologyOperating systemStatisticsPhysicsGeologyMathematicsComputer networkNuclear physicsBuilding Energy and Comfort OptimizationStructural Health Monitoring TechniquesFacilities and Workplace Management