AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives

Y Himeur, M Elnour, F Fadli, N Meskin, I Petri… - Artificial Intelligence …, 2023 - Springer
In theory, building automation and management systems (BAMSs) can provide all the
components and functionalities required for analyzing and operating buildings. However, in …

[HTML][HTML] Next-generation energy systems for sustainable smart cities: Roles of transfer learning

Y Himeur, M Elnour, F Fadli, N Meskin, I Petri… - Sustainable Cities and …, 2022 - Elsevier
Smart cities attempt to reach net-zero emissions goals by reducing wasted energy while
improving grid stability and meeting service demand. This is possible by adopting next …

An innovative deep anomaly detection of building energy consumption using energy time-series images

A Copiaco, Y Himeur, A Amira, W Mansoor… - … Applications of Artificial …, 2023 - Elsevier
Deep anomaly detection (DAD) is essential in optimizing building energy management.
Nonetheless, most existing works concerning this field consider unsupervised learning and …

Edge AI for Internet of Energy: Challenges and perspectives

Y Himeur, AN Sayed, A Alsalemi, F Bensaali, A Amira - Internet of Things, 2024 - Elsevier
The digital landscape of the Internet of Energy (IoE) is on the brink of a revolutionary
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …

[HTML][HTML] Optimum insulation thickness design of exterior walls and overhauling cost to enhance the energy efficiency of Albanian's buildings stock

L Malka, A Kuriqi, A Haxhimusa - Journal of Cleaner Production, 2022 - Elsevier
In the present climate, thermal insulation is crucial for reducing energy consumption for
heating or cooling in buildings, increasing the lifespan of structures, and building elements …

Latest trends of security and privacy in recommender systems: a comprehensive review and future perspectives

Y Himeur, SS Sohail, F Bensaali, A Amira… - Computers & Security, 2022 - Elsevier
With the widespread use of Internet of things (IoT), mobile phones, connected devices and
artificial intelligence (AI), recommender systems (RSs) have become a booming technology …

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 …

AI explainability and governance in smart energy systems: a review

R Alsaigh, R Mehmood, I Katib - Frontiers in Energy Research, 2023 - frontiersin.org
Traditional electrical power grids have long suffered from operational unreliability, instability,
inflexibility, and inefficiency. Smart grids (or smart energy systems) continue to transform the …

Future era of techno-economic analysis: Insights from review

SYW Chai, FJF Phang, LS Yeo, LH Ngu… - Frontiers in …, 2022 - frontiersin.org
Techno-economic analysis (TEA) has been considered an important tool to evaluate the
economic performance of industrial processes. Recently, the application of TEA has been …

[HTML][HTML] Towards next generation Internet of Energy system: Framework and trends

M Farhan, TN Reza, FR Badal, MR Islam, SM Muyeen… - Energy and AI, 2023 - Elsevier
The quickening propensity of growth within the areas of information and communications
technology and energy networks has triggered the emergence of a central idea termed as …