[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review

Y Balali, A Chong, A Busch, S O'Keefe - Renewable and Sustainable …, 2023 - Elsevier
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …

Data acquisition for urban building energy modeling: A review

C Wang, M Ferrando, F Causone, X Jin, X Zhou… - Building and …, 2022 - Elsevier
Abstract Urban Building Energy Modeling (UBEM) is essential for urban energy-related
applications. Its generation mainly requires four data inputs, including geometric data, non …

[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 …

[HTML][HTML] State-of-the-art review of occupant behavior modeling and implementation in building performance simulation

O Ahmed, N Sezer, M Ouf, LL Wang… - … and Sustainable Energy …, 2023 - Elsevier
Occupant Behavior (OB) is one of the major drivers of building energy consumption.
However, OB is usually oversimplified in Building Performance Simulation (BPS), resulting …

[HTML][HTML] Evaluation of the impact of input uncertainty on urban building energy simulations using uncertainty and sensitivity analysis

E Prataviera, J Vivian, G Lombardo, A Zarrella - Applied Energy, 2022 - Elsevier
The energy consumption of cities is increasing fast due to growing global population and
rapid urbanization. Urban Building Energy Models (UBEMs) are promising tools to simulate …

Occupant-centric urban building energy modeling: Approaches, inputs, and data sources-A review

S Dabirian, K Panchabikesan, U Eicker - Energy and buildings, 2022 - Elsevier
Occupant-related inputs are significant parameters that influence energy simulation
accuracy at both the building and urban levels. In most previous research works, fixed …

[HTML][HTML] Impact of the COVID-19 pandemic on the energy performance of residential neighborhoods and their occupancy behavior

V Todeschi, K Javanroodi, R Castello… - Sustainable Cities and …, 2022 - Elsevier
Several contrasting effects are reported in the existing literature concerning the impact
assessment of the COVID-19 outbreak on the use of energy in buildings. Following an in …

[HTML][HTML] Advancing urban building energy modelling through new model components and applications: A review

L Dahlström, T Broström, J Widén - Energy and Buildings, 2022 - Elsevier
Due to rapid urbanisation and the significant contribution of cities to worldwide energy use
and greenhouse gas emissions, urban energy system planning is growing more important …

Ten questions concerning agent-based modeling of occupant behavior for energy and environmental performance of buildings

J Malik, A Mahdavi, E Azar, HC Putra, C Berger… - Building and …, 2022 - Elsevier
The complexity of occupant behavior is one of the major contributors to uncertainty in
building performance simulation. Agent-based modeling (ABM), a computational simulation …

Human-building interaction for indoor environmental control: Evolution of technology and future prospects

H Kim, H Kang, H Choi, D Jung, T Hong - Automation in Construction, 2023 - Elsevier
This paper presents a data-driven literature review of human-building interaction (HBI),
which refers to the interaction between occupants and buildings. Through natural language …