Review of vision-based occupant information sensing systems for occupant-centric control
Abstract Vision-based (camera-based) systems, which can effectively sense occupant
information, have garnered attention as a core technology in the Fourth Industrial …
information, have garnered attention as a core technology in the Fourth Industrial …
Vision-based estimation of clothing insulation for building control: A case study of residential buildings
Efforts have been made to estimate clothing insulation in real time, an element of thermal
comfort for occupants. Nevertheless, an effective method to estimate clothing insulation in …
comfort for occupants. Nevertheless, an effective method to estimate clothing insulation in …
Edge computing with embedded ai: Thermal image analysis for occupancy estimation in intelligent buildings
With the rise of the IoT, there has been a growing demand for people counting and
occupancy estimation in Intelligent buildings for adapting their heating, ventilation and …
occupancy estimation in Intelligent buildings for adapting their heating, ventilation and …
Deep vision-based occupancy counting: Experimental performance evaluation and implementation of ventilation control
Recently, many researchers have become interested in occupant information and occupant-
centric control (OCC) strategies, aiming for efficient building operation. Combining a camera …
centric control (OCC) strategies, aiming for efficient building operation. Combining a camera …
A detailed occupant activity classification model in a residential environment using building monitoring data: Considering occupant characteristics
SH Kim, HJ Moon - Energy and Buildings, 2024 - Elsevier
In this study, we developed a detailed occupant activity classification model to detect
occupant activities using various non-intrusive monitoring data in buildings (ie, indoor …
occupant activities using various non-intrusive monitoring data in buildings (ie, indoor …
Multi-objectives occupant-centric control of thermostats and natural ventilation systems in cold climate conditions using real-time occupant-related information
Abstract Recently, Occupant-Centric Controls (OCCs) have attracted great attention. Many
studies have applied OCCs to mechanical ventilation systems, while natural ventilation …
studies have applied OCCs to mechanical ventilation systems, while natural ventilation …
Thermal imagery feature extraction techniques and the effects on machine learning models for smart HVAC efficiency in building energy
The control of thermostats of a heating, ventilation, and air-conditioning (HVAC) system
installed in commercial and residential buildings remains a pertinent problem in building …
installed in commercial and residential buildings remains a pertinent problem in building …
A review of HVAC system optimization and its effects on saving total energy utilization of a building
R Revichandran, JSM Ali, M Idres… - Journal of Advanced …, 2022 - semarakilmu.com.my
The paper illustrates the review on the optimizations studies of HVAC systems based on
three main methods–HVAC operational variables optimization, optimization of control …
three main methods–HVAC operational variables optimization, optimization of control …
Occupancy detection for smart HVAC efficiency in building energy: a deep learning neural network framework using thermal imagery
Heating, ventilation, and air conditioning (HVAC) costs a significant portion of total building
energy consumption and aiming occupant comfort is imminent to measure building …
energy consumption and aiming occupant comfort is imminent to measure building …
Computer-vision-assisted subzone-level demand-controlled ventilation with fast occupancy adaptation for large open spaces towards balanced IAQ and energy …
It is essential to retrofit the conventional constant air volume air-conditioning of large open
spaces with improved demand-controlled ventilation (DCV) for balanced indoor air quality …
spaces with improved demand-controlled ventilation (DCV) for balanced indoor air quality …