Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms
Sign Up to like & getrecommendations! Published in 2020 at "Automation in Construction"
DOI: 10.1016/j.autcon.2020.103087
Abstract: Abstract Facility managers usually conduct reactive maintenance or preventive maintenance strategies in building maintenance management. However, there are some limitations that reactive maintenance cannot prevent failure, and preventive maintenance cannot predict the future condition of… read more here.
Keywords: predictive maintenance; maintenance; maintenance planning; condition ... See more keywords
Toward Smart-Building Digital Twins: BIM and IoT Data Integration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3229370
Abstract: Smart-building digital twins aim to virtually replicate the static and dynamic building characteristics through real-time connectivity between the virtual and physical counterparts. The virtual replica of the building can then be leveraged to monitor the… read more here.
Keywords: bim iot; digital twin; building digital; iot data ... See more keywords