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 …
Edge-based real-time occupancy detection system through a non-intrusive sensing system
Building automation and the advancement of sustainability and safety in internal spaces
benefit significantly from occupancy sensing. While particular traditional Machine Learning …
benefit significantly from occupancy sensing. While particular traditional Machine Learning …
A vision-based deep learning approach for the detection and prediction of occupancy heat emissions for demand-driven control solutions
This paper introduces a vision-based deep learning approach that enables the detection
and recognition of occupants' activities within building spaces. The data can feed into …
and recognition of occupants' activities within building spaces. The data can feed into …
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 …
Multi-source sensor based urban habitat and resident health sensing: A case study of Wuhan, China
The COVID-19 pandemic undoubtedly has a great impact on the world economy, especially
the urban economy. It is urgent to study the environmental pathogenic factors and …
the urban economy. It is urgent to study the environmental pathogenic factors and …
A computer vision-based occupancy and equipment usage detection approach for reducing building energy demand
Because of extensive variations in occupancy patterns around office space environments
and their use of electrical equipment, accurate occupants' behaviour detection is valuable …
and their use of electrical equipment, accurate occupants' behaviour detection is valuable …
Advanced controls on energy reliability, flexibility, resilience, and occupant-centric control for smart and energy-efficient buildings—a state-of-the-art review
Advanced controls have attracted increasing interests due to the high requirement on smart
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
Smart sensing for HVAC control: Collaborative intelligence in optical and IR cameras
Energy management of heating, ventilation, and cooling (HVAC) has become a primary
concern for residential and commercial buildings. In order to save energy without …
concern for residential and commercial buildings. In order to save energy without …
An occupant-centric control strategy for indoor thermal comfort, air quality and energy management
Abstract Recently, Occupant-Centric Control (OCC) strategies have gained mounting
interest. Previous studies made use of OCC strategies for adjusting the operation of …
interest. Previous studies made use of OCC strategies for adjusting the operation of …
HVAC energy savings, thermal comfort and air quality for occupant-centric control through a side-by-side experimental study
Building sensing technologies have evolved rapidly in the last two decades in aid of
monitoring building environment and energy system performance. A series of occupancy …
monitoring building environment and energy system performance. A series of occupancy …