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Building occupancy modeling using generative adversarial network

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0 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

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0 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

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0 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

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0 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

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2 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