Review on occupancy detection and prediction in building simulation
Y Ding, S Han, Z Tian, J Yao, W Chen, Q Zhang - Building Simulation, 2022 - Springer
Energy simulation results for buildings have significantly deviated from actual consumption
because of the uncertainty and randomness of occupant behavior. Such differences are …
because of the uncertainty and randomness of occupant behavior. Such differences are …
Building occupancy forecasting: A systematical and critical review
Indoor environment construction for occupants has high energy consumption; as such,
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …
occupancy plays a noteworthy role in the complete life cycle phase of buildings, including …
Modeling occupancy and behavior for better building design and operation—A critical review
People spend more than 90% of their life time in buildings, which makes occupant behavior
one of the leading influences of energy consumption in buildings. Occupancy and occupant …
one of the leading influences of energy consumption in buildings. Occupancy and occupant …
Occupancy data analytics and prediction: A case study
Occupants are a critical impact factor of building energy consumption. Numerous previous
studies emphasized the role of occupants and investigated the interactions between …
studies emphasized the role of occupants and investigated the interactions between …
A new modeling approach for short-term prediction of occupancy in residential buildings
Occupancy models are necessary towards design and operation of smart buildings.
Developing an appropriate algorithm to predict occupancy presence will allow a better …
Developing an appropriate algorithm to predict occupancy presence will allow a better …
From occupancy to occupant behavior: An analytical survey of data acquisition technologies, modeling methodologies and simulation coupling mechanisms for …
M Jia, RS Srinivasan, AA Raheem - Renewable and Sustainable Energy …, 2017 - Elsevier
Energy consumption and indoor environment of buildings are proved to be largely
influenced by the presence and behaviors of occupants. The uncertainty caused by …
influenced by the presence and behaviors of occupants. The uncertainty caused by …
[HTML][HTML] Development of a consecutive occupancy estimation framework for improving the energy demand prediction performance of building energy modeling tools
S Kim, Y Song, Y Sung, D Seo - Energies, 2019 - mdpi.com
To improve the energy prediction performance of a building energy model, the occupancy
status information is very important. This is more important in real buildings, rather than …
status information is very important. This is more important in real buildings, rather than …
Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach
Building occupancy is the basis for building energy simulations, operations, and
management. With the increasing need for energy conservation and the occupant-centric …
management. With the increasing need for energy conservation and the occupant-centric …
Review of occupancy sensing systems and occupancy modeling methodologies for the application in institutional buildings
J Yang, M Santamouris, SE Lee - Energy and Buildings, 2016 - Elsevier
Occupancy information in a building is critical in terms of indoor environmental quality,
energy consumption and building energy simulation. However, it is not easy to gather and …
energy consumption and building energy simulation. However, it is not easy to gather and …
[HTML][HTML] 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 …