[HTML][HTML] Deep and transfer learning for building occupancy detection: A review and comparative analysis

AN Sayed, Y Himeur, F Bensaali - Engineering applications of artificial …, 2022 - Elsevier
The building internet of things (BIoT) is quite a promising concept for curtailing energy
consumption, reducing costs, and promoting building transformation. Besides, integrating …

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 …

Leveraging digital twin for sustainability assessment of an educational building

LC Tagliabue, FR Cecconi, S Maltese, S Rinaldi… - Sustainability, 2021 - mdpi.com
The EU Green Deal, beginning in 2019, promoted a roadmap for operating the transition to a
sustainable EU economy by turning climate issues and environmental challenges into …

Indoor air quality monitoring systems based on internet of things: A systematic review

J Saini, M Dutta, G Marques - … of environmental research and public health, 2020 - mdpi.com
Indoor air quality has been a matter of concern for the international scientific community.
Public health experts, environmental governances, and industry experts are working to …

Sensors for indoor air quality monitoring and assessment through Internet of Things: a systematic review

J Saini, M Dutta, G Marques - Environmental Monitoring and Assessment, 2021 - Springer
The growing populations around the world are closely associated with rising levels of air
pollution. The impact is not restricted to outdoor areas. Moreover, the health of building …

A systematic review and comprehensive analysis of building occupancy prediction

T Li, X Liu, G Li, X Wang, J Ma, C Xu, Q Mao - Renewable and Sustainable …, 2024 - Elsevier
Buildings account for a significant portion of the global energy consumption. Forecasting
personnel occupancy is critical for reducing energy consumption in buildings. This study …

Fit-for-purpose: Measuring occupancy to support commercial building operations: A review

S Azimi, W O'Brien - Building and Environment, 2022 - Elsevier
The current trend in commercial buildings is moving towards minimizing space utilization,
efficient allocation of resources, energy efficiency, better asset management, and increasing …

Edge-based real-time occupancy detection system through a non-intrusive sensing system

AN Sayed, F Bensaali, Y Himeur, M Houchati - Energies, 2023 - mdpi.com
Building automation and the advancement of sustainability and safety in internal spaces
benefit significantly from occupancy sensing. While particular traditional Machine Learning …

Indoor localization for personalized ambient assisted living of multiple users in multi-floor smart environments

N Thakur, CY Han - Big Data and cognitive computing, 2021 - mdpi.com
This paper presents a multifunctional interdisciplinary framework that makes four scientific
contributions towards the development of personalized ambient assisted living (AAL), with a …

Measuring indoor occupancy through environmental sensors: A systematic review on sensor deployment

AR Mena, HG Ceballos, J Alvarado-Uribe - Sensors, 2022 - mdpi.com
The COVID-19 pandemic has changed our common habits and lifestyle. Occupancy
information is valued more now due to the restrictions put in place to reduce the spread of …