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 …

Integration of IoT in building energy infrastructure: A critical review on challenges and solutions

V Moudgil, K Hewage, SA Hussain, R Sadiq - Renewable and Sustainable …, 2023 - Elsevier
Abstract The Internet of Things (IoT) has unprecedentedly entangled the physical world with
cyber technologies and its integration with building infrastructure (BI) is no different …

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 …

IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities

J Ashraf, M Keshk, N Moustafa, M Abdel-Basset… - Sustainable Cities and …, 2021 - Elsevier
The rapid proliferation of the Internet of Things (IoT) systems, has enabled transforming
urban areas into smart cities. Smart cities' paradigm has resulted in improved quality of life …

Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities

M Elnour, Y Himeur, F Fadli, H Mohammedsherif… - Applied Energy, 2022 - Elsevier
Sports facilities are considered complex buildings due to their high energy demand and
occupancy profiles. Therefore, their management and optimization are crucial for reducing …

Review of artificial intelligence for enhancing intrusion detection in the internet of things

M Saied, S Guirguis, M Madbouly - Engineering Applications of Artificial …, 2024 - Elsevier
Internet of Things is sha** the quality of living standard. With the rapid growth and
expansion of adopting IoT-based approaches, their security represents a growing challenge …

A critical review of cyber-physical security for building automation systems

G Li, L Ren, Y Fu, Z Yang, V Adetola, J Wen… - Annual Reviews in …, 2023 - Elsevier
Abstract Modern Building Automation Systems (BASs), as the brain that enable the
smartness of a smart building, often require increased connectivity both among system …

[PDF][PDF] A data driven trust mechanism based on blockchain in IoT sensor networks for detection and mitigation of attacks

D Sivaganesan - Journal of trends in Computer Science and …, 2021 - scholar.archive.org
Utilization of smart applications in various domains is facilitated pervasively by sensor nodes
(SN) that are connected in a wireless manner and a number of smart things. Hazards due to …

Cyber-resilient smart cities: Detection of malicious attacks in smart grids

M Mohammadpourfard, A Khalili, I Genc… - Sustainable Cities and …, 2021 - Elsevier
A massive challenge for future cities is being environmentally sustainable by incorporating
renewable energy resources (RES). At the same time, future smart cities need to support …

[HTML][HTML] Machine learning-based predictive model for thermal comfort and energy optimization in smart buildings

Y Boutahri, A Tilioua - Results in Engineering, 2024 - Elsevier
In the current context of energy transition and increasing climate change, optimizing building
performance has become a critical objective. Efficient energy use and occupant comfort are …