[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 …

[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 …

Data acquisition for urban building energy modeling: A review

C Wang, M Ferrando, F Causone, X **, 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 …

Combining physical approaches with deep learning techniques for urban building energy modeling: A comprehensive review and future research prospects

Z Li, J Ma, Y Tan, C Guo, X Li - Building and Environment, 2023 - Elsevier
In recent times, there has been a growing interest in urban building energy modeling
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …

[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] Challenges and opportunities in European smart buildings energy management: A critical review

JL Hernández, I de Miguel, F Vélez… - … and Sustainable Energy …, 2024 - Elsevier
The substantial stock of European buildings, accounting for more than 40% of energy
consumption, has prompted member states to establish a renovation standard with stringent …

[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 …

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 …

[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 …