Occupancy-based HVAC control systems in buildings: A state-of-the-art review

M Esrafilian-Najafabadi, F Haghighat - Building and Environment, 2021 - Elsevier
Intelligent buildings have drawn considerable attention due to rapid progress in
communication and information technologies. These buildings can utilize current and …

A review of smart building sensing system for better indoor environment control

B Dong, V Prakash, F Feng, Z O'Neill - Energy and Buildings, 2019 - Elsevier
This paper aims to provide a systemic review of how indoor sensors influence in managing
optimal energy saving, thermal comfort, visual comfort, and indoor air quality in the built …

Deep learning-based industry 4.0 and internet of things towards effective energy management for smart buildings

M Elsisi, MQ Tran, K Mahmoud, M Lehtonen… - Sensors, 2021 - mdpi.com
Worldwide, energy consumption and saving represent the main challenges for all sectors,
most importantly in industrial and domestic sectors. The internet of things (IoT) is a new …

Accurate occupancy detection of an office room from light, temperature, humidity and CO2 measurements using statistical learning models

LM Candanedo, V Feldheim - Energy and buildings, 2016 - Elsevier
The accuracy of the prediction of occupancy in an office room using data from light,
temperature, humidity and CO 2 sensors has been evaluated with different statistical …

Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions

W Jung, F Jazizadeh - Applied Energy, 2019 - Elsevier
Heating, ventilation, and air-conditioning (HVAC) systems account for almost half of the
energy consumption in buildings. By benefiting from advancements in information and …

[HTML][HTML] Application of deep learning in facility management and maintenance for heating, ventilation, and air conditioning

MR Sanzana, T Maul, JY Wong, MOM Abdulrazic… - Automation in …, 2022 - Elsevier
Despite the promising results of deep learning research, construction industry applications
are still limited. Facility Management (FM) in construction has yet to take full advantage of …

The impacts of occupant behavior on building energy consumption: A review

S Chen, G Zhang, X Xia, Y Chen, S Setunge… - … Energy Technologies and …, 2021 - Elsevier
Three main categories of occupant behaviors were summarized for building through this
literature review, including the occupancy, interactions and behavioral efficiency. The results …

Building occupancy estimation and detection: A review

Z Chen, C Jiang, L Xie - Energy and Buildings, 2018 - Elsevier
Building occupancy is of great importance for energy efficient control of buildings. A large
number of works have been developed for the estimation and detection of building …

Sensor impacts on building and HVAC controls: A critical review for building energy performance

Y Bae, S Bhattacharya, B Cui, S Lee, Y Li… - Advances in Applied …, 2021 - Elsevier
Building operations rely heavily on control systems and sensors. This paper provides a
sophisticated literature review on sensor systems in building/HVAC systems, particularly in …

Optimizing building energy consumption in office buildings: A review of building automation and control systems and factors influencing energy savings

L Vandenbogaerde, S Verbeke, A Audenaert - Journal of Building …, 2023 - Elsevier
Abstract Building Automation and Control Systems (BACS) offer promising opportunities to
reduce building energy consumption, aligning with the European Union's climate goals. This …