تصفح حسب المؤلف "Rezgui, Yacine"
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AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
Himeur, Yassine; Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Springer Nature , 2022 , Article)In theory, building automation and management systems (BAMSs) can provide all the components and functionalities required for analyzing and operating buildings. However, in reality, these systems can only ensure the control ... -
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study
Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine ( Association for Computing Machinery (ACM) , 2023 , Conference Paper)Sports facilities have exceptionally high energy demand due to the extensive operational requirements and high-occupancy seasonal rates. Towards promoting efficient energy usage and minimal losses, consumption anomaly ... -
Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities
Elnour, M.; Himeur, Yassine; Fadli, Fodil; Mohammedsherif, Hamdi; Meskin, Nader; Ahmad, Ahmad M.; Petri, Ioan; Rezgui, Yacine; Hodorog, Andrei... more authors ... less authors ( Elsevier Ltd , 2022 , Article)Sports facilities are considered complex buildings due to their high energy demand and occupancy profiles. Therefore, their management and optimization are crucial for reducing their energy consumption and carbon footprint ... -
Next-generation energy systems for sustainable smart cities: Roles of transfer learning
Himeur, Yassine; Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Elsevier , 2022 , Article Review)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-generation energy systems, which leverage ... -
Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities
Elnour, M.; Fadli, Fodil; Himeur, Yassine; Petri, Ioan; Rezgui, Yacine; Meskin, Nader; Ahmad, Ahmad M.... more authors ... less authors ( Elsevier Ltd , 2022 , Other)Sports facilities (SFs) consume massive energy given their unique demand profiles and operation requirements. Intelligent and effective solutions are necessary to tackle the matter of facilities’ sustainability and efficiency. ... -
Social media data analysis of IoT risks in smart cities
Alajmi, Abdullah; Petri, Ioan; Rezgui, Yacine; Fadli, Fodil ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference Paper)Social media has emerged as the most popular platform for individuals from all walks of life who wish to connect with one another to discuss recent news or events that have taken place all over the globe. Twitter, in ...