[PDF][PDF] From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry.
The widespread adoption of Building Information Modeling (BIM) and the recent emergence
of Internet of Things (IoT) applications offer several new insights and decision-making …
of Internet of Things (IoT) applications offer several new insights and decision-making …
Integrated applications of building information modeling and artificial intelligence techniques in the AEC/FM industry
Informatization and automatization are considered mainstream trends in the future
architecture-engineering-construction/facility management (AEC/FM) industry. Building …
architecture-engineering-construction/facility management (AEC/FM) industry. Building …
[HTML][HTML] A Digital Twin predictive maintenance framework of air handling units based on automatic fault detection and diagnostics
The building industry consumes the most energy globally, making it a priority in energy
efficiency initiatives. Heating, ventilation, and air conditioning (HVAC) systems create the …
efficiency initiatives. Heating, ventilation, and air conditioning (HVAC) systems create the …
Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms
Facility managers usually conduct reactive maintenance or preventive maintenance
strategies in building maintenance management. However, there are some limitations that …
strategies in building maintenance management. However, there are some limitations that …
Developing a digital twin at building and city levels: Case study of West Cambridge campus
A digital twin (DT) refers to a digital replica of physical assets, processes, and systems. DTs
integrate artificial intelligence, machine learning, and data analytics to create living digital …
integrate artificial intelligence, machine learning, and data analytics to create living digital …
Digital twin-enabled anomaly detection for built asset monitoring in operation and maintenance
Effective asset management plays a significant role in delivering the functionality and
serviceability of buildings. However, there is a lack of efficient strategies and comprehensive …
serviceability of buildings. However, there is a lack of efficient strategies and comprehensive …
Building information modelling and internet of things integration for facility management—Literature review and future needs
A Mannino, MC Dejaco, F Re Cecconi - Applied Sciences, 2021 - mdpi.com
Digitisation of the built environment is seen as a significant factor for innovation in the
Architecture, Engineering, Construction and Operation sector. However, lack of data and …
Architecture, Engineering, Construction and Operation sector. However, lack of data and …
[HTML][HTML] Digital Twin framework for automated fault source detection and prediction for comfort performance evaluation of existing non-residential Norwegian buildings
Numerous buildings fall short of expectations regarding occupant satisfaction, sustainability,
or energy efficiency. In this paper, the performance of buildings in terms of occupant comfort …
or energy efficiency. In this paper, the performance of buildings in terms of occupant comfort …
Digital twin and its potential applications in construction industry: State-of-art review and a conceptual framework
Through the combination of virtual and real, multi-dimensional perception, and accurate
mapping, digital twin (DT) could describe the physical world in real-time and provide a …
mapping, digital twin (DT) could describe the physical world in real-time and provide a …
BIM for facilities management: A framework and a common data environment using open standards
Abstract BIM for Facilities Management (BIM for FM) is a relatively new and growing topic of
inquiry aiming to fulfil the informational needs of the operational phase of assets within …
inquiry aiming to fulfil the informational needs of the operational phase of assets within …