State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field
Y Yao, DK Shekhar - Building and Environment, 2021 - Elsevier
Building systems are subject of dynamic system that have a general feature of non-linearity
and in turn, present us with different challenges for its optimized control of energy-saving …
and in turn, present us with different challenges for its optimized control of energy-saving …
[HTML][HTML] A critical review of occupant energy consumption behavior in buildings: How we got here, where we are, and where we are headed
X Xu, H Yu, Q Sun, VWY Tam - Renewable and Sustainable Energy …, 2023 - Elsevier
Occupant behavior has been widely considered as one of the key influencing factors on
building energy consumption. The complexity of its formation mechanism and the dynamic …
building energy consumption. The complexity of its formation mechanism and the dynamic …
BIM-based green building evaluation and optimization: A case study
K Guo, Q Li, L Zhang, X Wu - Journal of Cleaner Production, 2021 - Elsevier
Green building has drawn worldwide attention due to the adverse impact of construction on
the environment. This research presents a Building Information Modeling (BIM) based …
the environment. This research presents a Building Information Modeling (BIM) based …
[HTML][HTML] Potential and practical management of hybrid ventilation in buildings
Ventilative cooling technologies have the potential to be an effective measure to reduce
buildings energy consumption, by meeting some or all of the cooling requirement of a …
buildings energy consumption, by meeting some or all of the cooling requirement of a …
A systematic review of reinforcement learning application in building energy-related occupant behavior simulation
H Yu, VWY Tam, X Xu - Energy and Buildings, 2024 - Elsevier
The building and construction industry has consistently been a major contributor to energy
consumption and carbon emissions. With stochastic interactions between occupants and …
consumption and carbon emissions. With stochastic interactions between occupants and …
Model predictive control of short-term winter natural ventilation in a smart building using machine learning algorithms
Natural ventilation in buildings has the potential to reduce building energy consumption and
the incidence of sick building syndrome. However, controlling natural ventilation is often …
the incidence of sick building syndrome. However, controlling natural ventilation is often …
[HTML][HTML] Providing renewable cooling in an office building with a Ground–Source heat pump system hybridized with natural ventilation & personal comfort systems
NR Martins, PJ Bourne–Webb - Energy and Buildings, 2022 - Elsevier
A ground–source heat pump system (GSHP) can be an alternative to air–source heat pumps
(ASHP), as exchanging heat with the ground instead of with the air can result in higher …
(ASHP), as exchanging heat with the ground instead of with the air can result in higher …
[HTML][HTML] Influence of outdoor air pollution on European residential ventilative cooling potential
Residential ventilative cooling via natural ventilation is influenced by outdoor air pollution.
However, relative to climate, outdoor air pollution is not comprehensively considered in …
However, relative to climate, outdoor air pollution is not comprehensively considered in …
Estimation model for natural ventilation by wind force considering wind direction and building orientation for low-rise building in China
TW Wang, W Yin, LL Fu… - Indoor and Built …, 2022 - journals.sagepub.com
Building natural ventilation can effectively prevent the building from overheating and
eliminate indoor pollutants, including viral aerosols and volatile organic compounds, without …
eliminate indoor pollutants, including viral aerosols and volatile organic compounds, without …
A comprehensive review of predictive control strategies in Heating, Ventilation, and Air-conditioning (HVAC): Model-free VS Model
X Xin, Z Zhang, Y Zhou, Y Liu, D Wang… - Journal of Building …, 2024 - Elsevier
Predictive control offers significant advantages in nonlinear control, high thermal inertia, and
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …
dynamic control. This article uses a Systematic Reviews and Meta-Analyses methodology to …