LAPSE:2023.31960
Published Article
LAPSE:2023.31960
How Smart Meter Data Analysis Can Support Understanding the Impact of Occupant Behavior on Building Energy Performance: A Comprehensive Review
Jacqueline Nicole Adams, Zsófia Deme Bélafi, Miklós Horváth, János Balázs Kocsis, Tamás Csoknyai
April 19, 2023
Abstract
The goal of this literature review was to outline the research currently conducted on smart meter (SM) adoption and its connection to building occupant behavior to better understand both SM technology and SM customers. We compiled our findings from the existing literature and developed a holistic understanding of the socio-demographic factors that lead to more or less energy use, the methods used to group and cluster occupants on the basis of energy use, how occupant energy use profiles are developed, and which socio-psychological determinants may influence SM adoption. Our results highlight 11 demographic variables that impact building energy use, find 9 methods commonly used to profile occupants on the basis of energy usage, and highlight 13 socio-psychological variables than can be utilized to better understand SM adoption intentions. The review findings two major deficiencies in the existing literature. First, this review highlights the lack of existing interdisciplinary research that combines occupant behavior with SM data and a clear socio-psychological framework. Second, this review underscores certain data limitations in existing SM research, with most research being conducted only on residential or office buildings and geographically in North America or Western Europe. Final policy recommendations center on increased need for interdisciplinary SM research and the need for an expanded understanding of occupant behavior and SM research across different geographies.
Keywords
building occupant behavior, smart metering, socio-demographics of energy use
Suggested Citation
Adams JN, Bélafi ZD, Horváth M, Kocsis JB, Csoknyai T. How Smart Meter Data Analysis Can Support Understanding the Impact of Occupant Behavior on Building Energy Performance: A Comprehensive Review. (2023). LAPSE:2023.31960
Author Affiliations
Adams JN: Center for Ultra-wide-area Resilient Electrical Energy Transmission Networks (CURENT), Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, TN 37996, USA
Bélafi ZD: Department of Building Services and Process Engineering, Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Műegyetem rkp. 3, 1111 Budapest, Hungary
Horváth M: Department of Building Services and Process Engineering, Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Műegyetem rkp. 3, 1111 Budapest, Hungary [ORCID]
Kocsis JB: Department of Geography, Geoeconomy, and Sustainable Development, Corvinus University Budapest, Fővám tér 8, 1093 Budapest, Hungary
Csoknyai T: Department of Building Services and Process Engineering, Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Műegyetem rkp. 3, 1111 Budapest, Hungary
Journal Name
Energies
Volume
14
Issue
9
First Page
2502
Year
2021
Publication Date
2021-04-27
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14092502, Publication Type: Review
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LAPSE:2023.31960
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https://doi.org/10.3390/en14092502
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Apr 19, 2023
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