Applications of artificial intelligence for energy efficiency throughout the building lifecycle: An overview

RO Yussuf, OS Asfour - Energy and Buildings, 2024 - Elsevier
Abstract The use of Artificial Intelligence (AI) technologies in buildings can assist in reducing
energy consumption through enhanced control, automation, and reliability. This review aims …

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 …

Artificial intelligence implementation framework development for building energy saving

D Lee, HY Huang, WS Lee, Y Liu - International Journal of …, 2020 - Wiley Online Library
In this study, artificial intelligence (AI) control tools were developed to construct an AI
implementation framework for energy saving for buildings. Although numerous AI studies …

Artificial Intelligence in the Construction Industry: A Systematic Review of the Entire Construction Value Chain Lifecycle

CN Egwim, H Alaka, E Demir, H Balogun, R Olu-Ajayi… - Energies, 2023 - mdpi.com
In recent years, there has been a surge in the global digitization of corporate processes and
concepts such as digital technology development which is growing at such a quick pace that …

Artificial intelligence for energy conservation in buildings

AI Dounis - Advances in Building Energy Research, 2010 - Taylor & Francis
The problem of energy conservation in buildings is a multidimensional one. Researchers
from a variety of disciplines have been working on this problem. It remains a challenging …

A state-of-the-art review on artificial intelligence for Smart Buildings

R Panchalingam, KC Chan - Intelligent Buildings International, 2021 - Taylor & Francis
The use of AI technologies in Smart Buildings is increasing as there are wide-scale benefits
that can be derived from improving the efficiency of a building's operation and management …

Reviewing the role of artificial intelligence in energy efficiency optimization

TM Olatunde, AC Okwandu, DO Akande… - Engineering Science & …, 2024 - fepbl.com
Artificial intelligence (AI) is revolutionizing the field of energy efficiency optimization by
enabling advanced analysis and control of energy systems. This review provides a concise …

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 …

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 …

Modeling energy-efficient building loads using machine-learning algorithms for the design phase

FE Sapnken, MM Hamed, B Soldo, JG Tamba - Energy and Buildings, 2023 - Elsevier
Very little work has been done on the feasibility of Machine Learning (ML) for predicting
buildings energy demand right at the design stage. This feasibility, if proven, would help to …