[HTML][HTML] Using stream data processing for real-time occupancy detection in smart buildings

H Elkhoukhi, M Bakhouya, D El Ouadghiri, M Hanifi - Sensors, 2022 - mdpi.com
Controlling active and passive systems in buildings with the aim of optimizing energy
efficiency and maintaining occupants' comfort is the major task of building management …

A platform architecture for occupancy detection using stream processing and machine learning approaches

H Elkhoukhi, Y NaitMalek, M Bakhouya… - Concurrency and …, 2020 - Wiley Online Library
Context‐awareness in energy‐efficient buildings has been considered as a crucial fact for
developing context‐driven control approaches in which sensing and actuation tasks are …

Towards a real-time occupancy detection approach for smart buildings

H Elkhoukhi, Y NaitMalek, A Berouine… - Procedia computer …, 2018 - Elsevier
Context-awareness has been considered as a crucial fact for developing context-driven
control approaches in which sensing, and actuation tasks are performed according to the …

BLEMAT: data analytics and machine learning for smart building occupancy detection and prediction

S Pešić, M Tošić, O Iković, M Radovanović… - … Journal on Artificial …, 2019 - World Scientific
Running costs of buildings represent a significant outlay for all businesses, thus finding a
way to run facilities as efficiently as possible is vital. IoT-enabled Building Management …

Fundamentals, Algorithms, and Technologies of Occupancy Detection for Smart Buildings Using IoT Sensors

P Chaudhari, Y Xiao, MMC Cheng, T Li - Sensors, 2024 - mdpi.com
Smart buildings use advanced technologies to automate building functions. One important
function is occupancy detection using Internet of Things (IoT) sensors for smart buildings …

[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 …

[HTML][HTML] 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 …

Residential house occupancy detection: Trust-based scheme using economic and privacy-aware sensors

J Jiang, C Wang, T Roth, C Nguyen… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) technologies (eg, power-efficient occupancy-based energy
management systems) are increasingly deployed in commercial buildings to reduce building …

[HTML][HTML] Occupancy estimation with environmental sensors: the possibilities and limitations

S Chitnis, N Somu, A Kowli - Energy and Built Environment, 2023 - Elsevier
Occupancy detection and estimation in buildings paves the way to improve the utilization of
lighting and HVAC systems, induce energy savings and enhance the well-being of the …

Multimodal sensor fusion framework for residential building occupancy detection

SY Tan, M Jacoby, H Saha, A Florita, G Henze… - Energy and …, 2022 - Elsevier
For several years now, smart building energy systems have been a research area of
intensive activity. In light of the increasing need for sustainable buildings and energy …