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 …

A meta-synthesis review of occupant comfort assessment in buildings (2002–2022)

A Faraji, M Rashidi, F Rezaei, P Rahnamayiezekavat - Sustainability, 2023 - mdpi.com
Occupant comfort in buildings is one of the most crucial considerations in designing a
building. Accordingly, there is a growing interest in this area. Aspects of comfort include …

Integrated artificial neural network prediction model of indoor environmental quality in a school building

JH Cho, JW Moon - Journal of Cleaner Production, 2022 - Elsevier
Abstract Recently, artificial intelligence (AI)-based methods of building control or prediction
have been confirmed to show high prediction accuracy and energy-efficient control …

Multi-objective optimization of energy efficiency and thermal comfort in an existing office building using NSGA-II with fitness approximation: A case study

M Ghaderian, F Veysi - Journal of Building Engineering, 2021 - Elsevier
A significant part of the world's energy consumption is related to the building sector.
Consequently, the execution of improving buildings' energy performance actions is a …

A vision-based deep learning approach for the detection and prediction of occupancy heat emissions for demand-driven control solutions

PW Tien, S Wei, JK Calautit, J Darkwa, C Wood - Energy and Buildings, 2020 - Elsevier
This paper introduces a vision-based deep learning approach that enables the detection
and recognition of occupants' activities within building spaces. The data can feed into …

[HTML][HTML] Recent advancement in demand side energy management system for optimal energy utilization

AH Nebey - Energy Reports, 2024 - Elsevier
To enhance the low reliability of supply that has resulted in an increasingly serious energy
crisis and environmental problems, extensive research on new clean renewable energy and …

Simulation tools application for artificial lighting in buildings

AA Baloch, PH Shaikh, F Shaikh, ZH Leghari… - … and Sustainable Energy …, 2018 - Elsevier
Lighting system design is a significant component of building and is considered as an
important aspect when addressing sustainability of buildings. Achieving sustainability in …

Planning and operational energy optimization solutions for smart buildings

D Sembroiz, D Careglio, S Ricciardi, U Fiore - Information Sciences, 2019 - Elsevier
The incremented popularity of Internet of Things (IoT), thanks to improvements both in
hardware and software of sensors over the last years, enables the possibility to monitor and …

Optimization approaches and climates investigations in NZEB—A review

F Harkouss, F Fardoun, PH Biwole - Building Simulation, 2018 - Springer
The conception of net zero energy buildings (NZEB) has been introduced to limit energy
consumption and pollution emissions in buildings. Classification of NZEB is based on …

[HTML][HTML] Cloud-and fog-integrated smart grid model for efficient resource utilisation

J Akram, A Tahir, HS Munawar, A Akram, AZ Kouzani… - Sensors, 2021 - mdpi.com
The smart grid (SG) is a contemporary electrical network that enhances the network's
performance, reliability, stability, and energy efficiency. The integration of cloud and fog …