Building occupancy modeling using generative adversarial network
Sign Up to like & getrecommendations! Published in 2018 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2018.06.029
Abstract: Abstract Due to the energy crisis and the awareness of sustainable development, the research on energy-efficient buildings has increasingly attracted attention. To achieve this objective, one important factor is to capture occupancy properties for building… read more here.
Keywords: occupancy modeling; generative adversarial; building occupancy; network ... See more keywords
Building occupancy forecasting: A systematical and critical review
Sign Up to like & getrecommendations! Published in 2021 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2021.111345
Abstract: Abstract 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 design, operation, and retrofitting. In the past few years,… read more here.
Keywords: occupancy forecasting; occupancy; methodology; energy ... See more keywords
Building occupancy simulation and data assimilation using a graph-based agent-oriented model
Sign Up to like & getrecommendations! Published in 2018 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2018.02.051
Abstract: Abstract Building occupancy simulation and estimation simulates the dynamics of occupants and estimates their real-time spatial distribution in a building. It requires a simulation model and an algorithm for data assimilation that assimilates real-time sensor… read more here.
Keywords: building occupancy; graph based; data assimilation; model ... See more keywords
Demonstrating the potential of indoor positioning for monitoring building occupancy through ecologically valid trials
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Location Based Services"
DOI: 10.1080/17489725.2021.1893394
Abstract: ABSTRACT Assessing building performance related to energy consumption in post-design-occupancy stage requires knowledge of building occupancy pattern. These occupancy data can potentially be collected from trials and used to improve the prediction capability of building… read more here.
Keywords: building occupancy; valid trials; indoor positioning; building ... See more keywords
Building Occupancy Detection and Localization Using CCTV Camera and Deep Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3201877
Abstract: Occupancy information plays a key role in analyzing and improving building energy performance. The advances of Internet of Things (IoT) technologies have engendered a shift in measuring building occupancy with IoT sensors, in which cameras… read more here.
Keywords: building occupancy; occupancy; detection; occupancy detection ... See more keywords
Multimodal Framework for Smart Building Occupancy Detection
Sign Up to like & getrecommendations! Published in 2024 at "Sustainability"
DOI: 10.3390/su16104171
Abstract: Over the years, building appliances have become the major energy consumers to improve indoor air quality and occupants’ lifestyles. The primary energy usage in building sectors, particularly lighting, Heating, Ventilation, and Air conditioning (HVAC) equipment,… read more here.
Keywords: building; occupancy; building occupancy; smart building ... See more keywords