[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review

Y Balali, A Chong, A Busch, S O'Keefe - Renewable and Sustainable …, 2023‏ - Elsevier
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …

[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 …

Unobtrusive occupancy and vital signs sensing for human building interactive systems

C Song, AD Droitcour, SMM Islam, A Whitworth… - Scientific Reports, 2023‏ - nature.com
Cognitive buildings use data on how occupants respond to the built environment to
proactively make occupant-centric adjustments to lighting, temperature, ventilation, and …

[HTML][HTML] Deep learning models for vision-based occupancy detection in high occupancy buildings

W Zhang, J Calautit, PW Tien, Y Wu, S Wei - Journal of Building …, 2024‏ - Elsevier
Accurate occupancy information is crucial for enhancing energy efficiency and reducing
carbon emissions in buildings. However, the inherent unpredictability of occupants …

[HTML][HTML] A state of art review on methodologies of occupancy estimating in buildings from 2011 to 2021

L Zhao, Y Li, R Liang, P Wang - Electronics, 2022‏ - mdpi.com
Occupancy information is important to building facility managers in terms of building energy
efficiency, indoor environmental quality, comfort conditions, and safety management of …

Applications of deep learning for top-view omnidirectional imaging: A survey

J Yu, ACP Grassi, G Hirtz - … of the IEEE/CVF Conference on …, 2023‏ - openaccess.thecvf.com
A large field-of-view fisheye camera allows for capturing a large area with minimal numbers
of cameras when they are mounted on a high position facing downwards. This topview …

Pengembangan Sistem Deteksi Occupancy Menggunakan Computer Vision Untuk Smart Building Dan Automation

D Sayoga, PD Kusuma… - eProceedings …, 2020‏ - … .telkomuniversity.ac.id
Deteksi Occupancy dalam tugas akhir ini ditujukan untuk mendeteksi kehadiran orang
dalam ruangan kelas yang akan digunakan untuk mengontrol intensitas cahaya dan suhu …

Few shot clustering for indoor occupancy detection with extremely low quality images from battery free cameras

H Saha - 2021‏ - search.proquest.com
Reliable detection of human occupancy in indoor environments is critical for various energy
efficiency, security and safety applications. We consider this challenge of occupancy …

Occupancy Detection Based on Electricity Consumption

T Brilland, G Matheron, L Leduc, Y Nakada - arxiv preprint arxiv …, 2023‏ - arxiv.org
This article presents a new methodology for extracting intervals when a home is vacant from
low-frequency electricity consumption data. The approach combines multiple algorithms …

Introducing disturbances to a chopped PIR sensor when investigating the performance in an office environment

M Sandahl, J Fröberg - 2023‏ - diva-portal.org
This master's thesis, conducted in collaboration with Knowit Connectivity, aims to develop a
booking device for meeting rooms. The focus of the project is to identify and mitigate …