Building automation systems for energy and comfort management in green buildings: A critical review and future directions
Green building (GB) strategies are essential for mitigating energy wastage in the building
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
Agent-based modeling and simulation in construction
A Khodabandelu, JW Park - Automation in Construction, 2021 - Elsevier
Agent-based modeling (ABM) has gained popularity in construction research because of its
unique system modeling features and recent advances in computing capabilities, leading to …
unique system modeling features and recent advances in computing capabilities, leading to …
Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings
The complexity of occupant behavior is one of the major contributors to uncertainty in
building performance simulation. Agent-based modeling (ABM), a computational simulation …
building performance simulation. Agent-based modeling (ABM), a computational simulation …
Occupancy-based energy consumption modelling using machine learning algorithms for institutional buildings
Occupancy information is one of the crucial variables in modelling and predicting the energy
use in buildings. However, the presence of occupants is often stochastic in nature. In the …
use in buildings. However, the presence of occupants is often stochastic in nature. In the …
Occupant behavior impact in buildings and the artificial intelligence-based techniques and data-driven approach solutions
B Yan, W Yang, F He, W Zeng - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior in buildings might result into gap between predicted and actual energy
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …
use and cause indoor thermal comfort fluctuations, due to its uncertainty and …
Modeling and simulation of energy-related human-building interaction: A systematic review
Building energy use is highly sensitive to its occupants' energy-related behavior, including
their presence and interaction with different building systems. The modeling and simulation …
their presence and interaction with different building systems. The modeling and simulation …
A level-of-details framework for representing occupant behavior in agent-based models
Agent-based modeling is an advanced computational technique capable of representing
complex and dynamic processes of human behavior in building performance simulation …
complex and dynamic processes of human behavior in building performance simulation …
Modeling the energy community members' willingness to change their behaviour with multi-agent systems: A stochastic approach
Collective actions in the context provided by energy communities and more sobriety from
energy users could both represent a potential solution for significantly reducing carbon …
energy users could both represent a potential solution for significantly reducing carbon …
OCCUPIED: Long-term field experiment results from an occupant-centric control in an office building
With the rapid development of sensing technology, occupancy-based control (OBC)
demonstrated great energy saving potentials while maintaining a comfortable indoor …
demonstrated great energy saving potentials while maintaining a comfortable indoor …
Towards the objective of Net ZEB: Detailed energy analysis and cost assessment for new office buildings in Italy
Recently, the built environment has become one of the leading sectors in the challenge of
decarbonization and energy consumption reduction. Because of the specific use and the …
decarbonization and energy consumption reduction. Because of the specific use and the …