[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
State of the art review on the HVAC occupant-centric control in different commercial buildings
Heating ventilation and air conditioning (HVAC) systems control that takes occupant
information into account is called HVAC occupant-centric control (OCC), which strikes better …
information into account is called HVAC occupant-centric control (OCC), which strikes better …
Computer vision to advance the sensing and control of built environment towards occupant-centric sustainable development: A critical review
As urban development progresses, the built environment control has faced more critical
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
challenges in improving energy efficiency, air quality, and environmental comfort. Occupant …
A novel occupant-centric stratum ventilation system using computer vision: Occupant detection, thermal comfort, air quality, and energy savings
Traditional ventilation and air conditioning systems typically operate on a predetermined
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
[HTML][HTML] Deep learning and computer vision based occupancy CO2 level prediction for demand-controlled ventilation (DCV)
The present study investigated the potential of the application of a live occupancy detection
approach to assist the operations of demand-controlled ventilation (DCV) systems to ensure …
approach to assist the operations of demand-controlled ventilation (DCV) systems to ensure …
Review of HVAC systems history and future applications
Today, HVAC (heating, ventilation, and air conditioning) systems have become an integral
part of modern buildings and are designed to provide comfortable indoor environments …
part of modern buildings and are designed to provide comfortable indoor environments …
[HTML][HTML] AI-Driven Innovations in Building Energy Management Systems: A Review of Potential Applications and Energy Savings
Despite the tightening of energy performance standards for buildings in various countries
and the increased use of efficient and renewable energy technologies, it is clear that the …
and the increased use of efficient and renewable energy technologies, it is clear that the …
Building occupancy number prediction: A Transformer approach
Buildings substantially impact global energy usage and emit significant carbon dioxide.
Building occupancy is crucial to enabling energy conservation in buildings and achieving …
Building occupancy is crucial to enabling energy conservation in buildings and achieving …
Monitoring the green evolution of vernacular buildings based on deep learning and multi-temporal remote sensing images
The increasingly mature computer vision (CV) technology represented by convolutional
neural networks (CNN) and available high-resolution remote sensing images (HR-RSIs) …
neural networks (CNN) and available high-resolution remote sensing images (HR-RSIs) …
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 …
efficiency, indoor environmental quality, comfort conditions, and safety management of …