Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques

GH Merabet, M Essaaidi, MB Haddou… - … and Sustainable Energy …, 2021 - Elsevier
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …

The use of artificial intelligence (AI) methods in the prediction of thermal comfort in buildings: Energy implications of AI-based thermal comfort controls

J Ngarambe, GY Yun, M Santamouris - Energy and Buildings, 2020 - Elsevier
Buildings consume about 40% of globally-produced energy. A notable amount of this energy
is used to provide sufficient comfort levels to the building occupants. Moreover, given recent …

Intelligent controllers and optimization algorithms for building energy management towards achieving sustainable development: challenges and prospects

K Parvin, MSH Lipu, MA Hannan, MA Abdullah… - IEEE …, 2021 - ieeexplore.ieee.org
Buildings account for a significant amount of energy consumption leading to the issues of
global emissions and climate change. Thus, energy management in a building is …

A review on optimized control systems for building energy and comfort management of smart sustainable buildings

PH Shaikh, NBM Nor, P Nallagownden… - … and Sustainable Energy …, 2014 - Elsevier
Buildings all around the world consume a significant amount of energy, which is more or
less one-third of the total primary energy resources. This has raised concerns over energy …

A feedforward neural network based indoor-climate control framework for thermal comfort and energy saving in buildings

T Chaudhuri, YC Soh, H Li, L Xie - Applied energy, 2019 - Elsevier
Building air-conditioning and mechanical ventilation (ACMV) systems are responsible for
significant energy consumption and yet, dissatisfaction with the thermal environment is …

Intelligent buildings: An overview

F Mofidi, H Akbari - Energy and Buildings, 2020 - Elsevier
The objective of this paper is to review the topics related to the optimized operation of
intelligent buildings with respect to occupant comfort and energy consumption. To …

[HTML][HTML] Artificial intelligence evolution in smart buildings for energy efficiency

H Farzaneh, L Malehmirchegini, A Bejan, T Afolabi… - Applied Sciences, 2021 - mdpi.com
The emerging concept of smart buildings, which requires the incorporation of sensors and
big data (BD) and utilizes artificial intelligence (AI), promises to usher in a new age of urban …

When artificial intelligence meets building energy efficiency, a review focusing on zero energy building

B Yan, F Hao, X Meng - Artificial Intelligence Review, 2021 - Springer
Building energy efficiency, as a traditional field which has been existing for decades
performs a prosperous needs with diversity of corresponding methods. In the flow of artificial …

[HTML][HTML] A review of recent literature on systems and methods for the control of thermal comfort in buildings

B Grassi, EA Piana, AM Lezzi, M Pilotelli - Applied Sciences, 2022 - mdpi.com
Thermal comfort in indoor environments is perceived as an important factor for the well-
being and productivity of the occupants. To practically create a comfortable environment, a …

A review of the applications of artificial intelligence and big data to buildings for energy-efficiency and a comfortable indoor living environment

MU Mehmood, D Chun, H Han, G Jeon, K Chen - Energy and buildings, 2019 - Elsevier
After decades of evolution and improvements, Artificial Intelligence (AI) is now taking root in
our daily lives, and is starting to profoundly influence the fields of architecture and …