[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
Hybrid system controls of natural ventilation and HVAC in mixed-mode buildings: A comprehensive review
Mixed-mode buildings utilise a combination of natural ventilation from operable building
envelopes and mechanical systems to realise climate-friendly ventilation and cooling. The …
envelopes and mechanical systems to realise climate-friendly ventilation and cooling. The …
A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings
Reinforcement learning (RL) has been shown to have the potential for optimal control of
heating, ventilation, and air conditioning (HVAC) systems. Although research on RL-based …
heating, ventilation, and air conditioning (HVAC) systems. Although research on RL-based …
[HTML][HTML] Infrared thermography in the built environment: A multi-scale review
The paper presents a review on major contributions in infrared thermography to study the
built environment at multiple scales. To elaborate the review, hundreds of studies conducted …
built environment at multiple scales. To elaborate the review, hundreds of studies conducted …
[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 …
[HTML][HTML] Building performance simulation in the brave new world of artificial intelligence and digital twins: A systematic review
P de Wilde - Energy and Buildings, 2023 - Elsevier
In an increasingly digital world, there are fast-paced developments in fields such as Artificial
Intelligence, Machine Learning, Data Mining, Digital Twins, Cyber-Physical Systems and the …
Intelligence, Machine Learning, Data Mining, Digital Twins, Cyber-Physical Systems and the …
Data-driven building energy modelling–An analysis of the potential for generalisation through interpretable machine learning
Data-driven building energy modelling techniques have proven to be effective in multiple
applications. However, the debate around the possibility of generalisation is open …
applications. However, the debate around the possibility of generalisation is open …
[HTML][HTML] Lean and interpretable digital twins for building energy monitoring–A case study with Smart Thermostatic Radiator Valves and Gas Absorption Heat Pumps
The transition to low carbon energy systems poses challenges in terms of energy efficiency.
In building refurbishment projects, efficient technologies such as smart controls and heat …
In building refurbishment projects, efficient technologies such as smart controls and heat …
[HTML][HTML] Digital twin technology for thermal comfort and energy efficiency in buildings: A state-of-the-art and future directions
In recent years, the integration of digital technologies has grown rapidly in the field of
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
thermal comfort and energy efficiency for buildings. The concept of a digital twin …
[HTML][HTML] Analysis of energy demand in a residential building using TRNSYS
M Rashad, A Żabnieńska-Góra, L Norman, H Jouhara - Energy, 2022 - Elsevier
Energy simulations of buildings complement or replace the static calculations used so far
and provide detailed answers to questions such as: what is the energy demand for …
and provide detailed answers to questions such as: what is the energy demand for …