Longitudinal dataset of human-building interactions in U.S. offices
Abstract
Adaptive interactions between building occupants and their surrounding environments affect both energy use and environmental quality, as demonstrated by a large body of modeling research that quantifies the impacts of occupant behavior on building operations. Yet, available occupant field data are insufficient to explore the mechanisms that drive this interaction. This paper introduces data from a one year study of 24 U.S. office occupants that recorded a comprehensive set of possible exogenous and endogenous drivers of personal comfort and behavior over time. The longitudinal data collection protocol merges individual thermal comfort, preference, and behavior information from online daily surveys with datalogger readings of occupants’ local thermal environments and control states, yielding 2503 survey responses alongside tens of thousands of concurrent behavior and environment measurements. These data have been used to uncover links between the built environment, personal variables, and adaptive actions, and the data contribute to international research collaborations focused on understanding the human-building interaction.
- Authors:
-
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Building Technology and Urban Systems Division
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1624276
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Scientific Data
- Additional Journal Information:
- Journal Volume: 6; Journal Issue: 1; Journal ID: ISSN 2052-4463
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; Science & Technology - Other Topics
Citation Formats
Langevin, Jared. Longitudinal dataset of human-building interactions in U.S. offices. United States: N. p., 2019.
Web. doi:10.1038/s41597-019-0273-5.
Langevin, Jared. Longitudinal dataset of human-building interactions in U.S. offices. United States. https://doi.org/10.1038/s41597-019-0273-5
Langevin, Jared. Tue .
"Longitudinal dataset of human-building interactions in U.S. offices". United States. https://doi.org/10.1038/s41597-019-0273-5. https://www.osti.gov/servlets/purl/1624276.
@article{osti_1624276,
title = {Longitudinal dataset of human-building interactions in U.S. offices},
author = {Langevin, Jared},
abstractNote = {Adaptive interactions between building occupants and their surrounding environments affect both energy use and environmental quality, as demonstrated by a large body of modeling research that quantifies the impacts of occupant behavior on building operations. Yet, available occupant field data are insufficient to explore the mechanisms that drive this interaction. This paper introduces data from a one year study of 24 U.S. office occupants that recorded a comprehensive set of possible exogenous and endogenous drivers of personal comfort and behavior over time. The longitudinal data collection protocol merges individual thermal comfort, preference, and behavior information from online daily surveys with datalogger readings of occupants’ local thermal environments and control states, yielding 2503 survey responses alongside tens of thousands of concurrent behavior and environment measurements. These data have been used to uncover links between the built environment, personal variables, and adaptive actions, and the data contribute to international research collaborations focused on understanding the human-building interaction.},
doi = {10.1038/s41597-019-0273-5},
journal = {Scientific Data},
number = 1,
volume = 6,
place = {United States},
year = {Tue Nov 26 00:00:00 EST 2019},
month = {Tue Nov 26 00:00:00 EST 2019}
}
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Reducing energy consumption in low income public housing: Interviewing residents about energy behaviors
journal, February 2013
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- Applied Energy, Vol. 102
Towards a model of user behaviour regarding the manual control of windows in office buildings
journal, April 2008
- Herkel, Sebastian; Knapp, Ulla; Pfafferott, Jens
- Building and Environment, Vol. 43, Issue 4
Time-dependent occupant behaviour models of window control in summer
journal, September 2008
- Yun, Geun Young; Steemers, Koen
- Building and Environment, Vol. 43, Issue 9
On the behaviour and adaptation of office occupants
journal, December 2008
- Haldi, Frédéric; Robinson, Darren
- Building and Environment, Vol. 43, Issue 12
Simulating the human-building interaction: Development and validation of an agent-based model of office occupant behaviors
journal, June 2015
- Langevin, Jared; Wen, Jin; Gurian, Patrick L.
- Building and Environment, Vol. 88
An ontology to represent energy-related occupant behavior in buildings. Part I: Introduction to the DNAs framework
journal, October 2015
- Hong, Tianzhen; D'Oca, Simona; Turner, William J. N.
- Building and Environment, Vol. 92
Personal comfort models – A new paradigm in thermal comfort for occupant-centric environmental control
journal, March 2018
- Kim, Joyce; Schiavon, Stefano; Brager, Gail
- Building and Environment, Vol. 132
Development of the ASHRAE Global Thermal Comfort Database II
journal, September 2018
- Földváry Ličina, Veronika; Cheung, Toby; Zhang, Hui
- Building and Environment, Vol. 142
A method to conduct longitudinal studies on indoor environmental quality and perceived occupant comfort
journal, March 2019
- Berquist, Justin; Ouf, Mohamed M.; O'Brien, William
- Building and Environment, Vol. 150
Using results from field surveys to predict the effect of open windows on thermal comfort and energy use in buildings
journal, July 2007
- Rijal, H. B.; Tuohy, P.; Humphreys, M. A.
- Energy and Buildings, Vol. 39, Issue 7
Occupant centered lighting control for comfort and energy efficient building operation
journal, May 2015
- Nagy, Zoltán; Yong, Fah Yik; Frei, Mario
- Energy and Buildings, Vol. 94
A framework for quantifying the impact of occupant behavior on energy savings of energy conservation measures
journal, July 2017
- Sun, Kaiyu; Hong, Tianzhen
- Energy and Buildings, Vol. 146
The human dimensions of energy use in buildings: A review
journal, January 2018
- D’Oca, Simona; Hong, Tianzhen; Langevin, Jared
- Renewable and Sustainable Energy Reviews, Vol. 81
A review of occupant-centric building control strategies to reduce building energy use
journal, November 2018
- Naylor, Sophie; Gillott, Mark; Lau, Tom
- Renewable and Sustainable Energy Reviews, Vol. 96
A Behavioural Approach to Thermal Comfort Assessment
journal, November 1997
- Baker∗, Nick; Standeven, Mark
- International Journal of Solar Energy, Vol. 19, Issue 1-3
Mind the Gap: Why do people act environmentally and what are the barriers to pro-environmental behavior?
journal, August 2002
- Kollmuss, Anja; Agyeman, Julian
- Environmental Education Research, Vol. 8, Issue 3
Field Studies of Indoor Thermal Comfort and the Progress of the Adaptive Approach
journal, January 2007
- Humphreys, Michael A.; Nicol, J. Fergus; Raja, Iftikhar A.
- Advances in Building Energy Research, Vol. 1, Issue 1
An ontology for building monitoring
journal, September 2016
- Mahdavi, Ardeshir; Taheri, Mahnameh
- Journal of Building Performance Simulation, Vol. 10, Issue 5-6
Influences on Attitude-Behavior Relationships: A Natural Experiment with Curbside Recycling
journal, September 1995
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Control theory and psychopathology: An integrative approach
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Metadata record for: Longitudinal dataset of human-building interactions in U.S. offices
dataset, January 2019
- Langevin, Jared
- figshare
Works referencing / citing this record:
A structured open data collection on occupant behaviour in buildings
journal, November 2019
- Huebner, Gesche Margarethe; Mahdavi, Ardeshir
- Scientific Data, Vol. 6, Issue 1