Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms
Jack C.P. Cheng, Weiwei Chen, Keyu Chen, Qian Wang
Topics & Concepts
Predictive maintenanceBuilding information modelingPreventive maintenanceCondition monitoringComputer scienceFacility managementReliability engineeringSystems engineeringSupport vector machineInternet of ThingsFault (geology)EngineeringMachine learningEmbedded systemOperations managementGeologyBusinessElectrical engineeringMarketingSeismologyScheduling (production processes)BIM and Construction IntegrationOccupational Health and Safety ResearchFacilities and Workplace Management