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A Global Building Occupant Behavior Database
This paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupa...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240009/ https://www.ncbi.nlm.nih.gov/pubmed/35764639 http://dx.doi.org/10.1038/s41597-022-01475-3 |
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author | Dong, Bing Liu, Yapan Mu, Wei Jiang, Zixin Pandey, Pratik Hong, Tianzhen Olesen, Bjarne Lawrence, Thomas O’Neil, Zheng Andrews, Clinton Azar, Elie Bandurski, Karol Bardhan, Ronita Bavaresco, Mateus Berger, Christiane Burry, Jane Carlucci, Salvatore Chvatal, Karin De Simone, Marilena Erba, Silvia Gao, Nan Graham, Lindsay T. Grassi, Camila Jain, Rishee Kumar, Sanjay Kjærgaard, Mikkel Korsavi, Sepideh Langevin, Jared Li, Zhengrong Lipczynska, Aleksandra Mahdavi, Ardeshir Malik, Jeetika Marschall, Max Nagy, Zoltan Neves, Leticia O’Brien, William Pan, Song Park, June Young Pigliautile, Ilaria Piselli, Cristina Pisello, Anna Laura Rafsanjani, Hamed Nabizadeh Rupp, Ricardo Forgiarini Salim, Flora Schiavon, Stefano Schwee, Jens Sonta, Andrew Touchie, Marianne Wagner, Andreas Walsh, Sinead Wang, Zhe Webber, David M. Yan, Da Zangheri, Paolo Zhang, Jingsi Zhou, Xiang Zhou, Xin |
author_facet | Dong, Bing Liu, Yapan Mu, Wei Jiang, Zixin Pandey, Pratik Hong, Tianzhen Olesen, Bjarne Lawrence, Thomas O’Neil, Zheng Andrews, Clinton Azar, Elie Bandurski, Karol Bardhan, Ronita Bavaresco, Mateus Berger, Christiane Burry, Jane Carlucci, Salvatore Chvatal, Karin De Simone, Marilena Erba, Silvia Gao, Nan Graham, Lindsay T. Grassi, Camila Jain, Rishee Kumar, Sanjay Kjærgaard, Mikkel Korsavi, Sepideh Langevin, Jared Li, Zhengrong Lipczynska, Aleksandra Mahdavi, Ardeshir Malik, Jeetika Marschall, Max Nagy, Zoltan Neves, Leticia O’Brien, William Pan, Song Park, June Young Pigliautile, Ilaria Piselli, Cristina Pisello, Anna Laura Rafsanjani, Hamed Nabizadeh Rupp, Ricardo Forgiarini Salim, Flora Schiavon, Stefano Schwee, Jens Sonta, Andrew Touchie, Marianne Wagner, Andreas Walsh, Sinead Wang, Zhe Webber, David M. Yan, Da Zangheri, Paolo Zhang, Jingsi Zhou, Xiang Zhou, Xin |
author_sort | Dong, Bing |
collection | PubMed |
description | This paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting. |
format | Online Article Text |
id | pubmed-9240009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92400092022-06-30 A Global Building Occupant Behavior Database Dong, Bing Liu, Yapan Mu, Wei Jiang, Zixin Pandey, Pratik Hong, Tianzhen Olesen, Bjarne Lawrence, Thomas O’Neil, Zheng Andrews, Clinton Azar, Elie Bandurski, Karol Bardhan, Ronita Bavaresco, Mateus Berger, Christiane Burry, Jane Carlucci, Salvatore Chvatal, Karin De Simone, Marilena Erba, Silvia Gao, Nan Graham, Lindsay T. Grassi, Camila Jain, Rishee Kumar, Sanjay Kjærgaard, Mikkel Korsavi, Sepideh Langevin, Jared Li, Zhengrong Lipczynska, Aleksandra Mahdavi, Ardeshir Malik, Jeetika Marschall, Max Nagy, Zoltan Neves, Leticia O’Brien, William Pan, Song Park, June Young Pigliautile, Ilaria Piselli, Cristina Pisello, Anna Laura Rafsanjani, Hamed Nabizadeh Rupp, Ricardo Forgiarini Salim, Flora Schiavon, Stefano Schwee, Jens Sonta, Andrew Touchie, Marianne Wagner, Andreas Walsh, Sinead Wang, Zhe Webber, David M. Yan, Da Zangheri, Paolo Zhang, Jingsi Zhou, Xiang Zhou, Xin Sci Data Data Descriptor This paper introduces a database of 34 field-measured building occupant behavior datasets collected from 15 countries and 39 institutions across 10 climatic zones covering various building types in both commercial and residential sectors. This is a comprehensive global database about building occupant behavior. The database includes occupancy patterns (i.e., presence and people count) and occupant behaviors (i.e., interactions with devices, equipment, and technical systems in buildings). Brick schema models were developed to represent sensor and room metadata information. The database is publicly available, and a website was created for the public to access, query, and download specific datasets or the whole database interactively. The database can help to advance the knowledge and understanding of realistic occupancy patterns and human-building interactions with building systems (e.g., light switching, set-point changes on thermostats, fans on/off, etc.) and envelopes (e.g., window opening/closing). With these more realistic inputs of occupants’ schedules and their interactions with buildings and systems, building designers, energy modelers, and consultants can improve the accuracy of building energy simulation and building load forecasting. Nature Publishing Group UK 2022-06-28 /pmc/articles/PMC9240009/ /pubmed/35764639 http://dx.doi.org/10.1038/s41597-022-01475-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Dong, Bing Liu, Yapan Mu, Wei Jiang, Zixin Pandey, Pratik Hong, Tianzhen Olesen, Bjarne Lawrence, Thomas O’Neil, Zheng Andrews, Clinton Azar, Elie Bandurski, Karol Bardhan, Ronita Bavaresco, Mateus Berger, Christiane Burry, Jane Carlucci, Salvatore Chvatal, Karin De Simone, Marilena Erba, Silvia Gao, Nan Graham, Lindsay T. Grassi, Camila Jain, Rishee Kumar, Sanjay Kjærgaard, Mikkel Korsavi, Sepideh Langevin, Jared Li, Zhengrong Lipczynska, Aleksandra Mahdavi, Ardeshir Malik, Jeetika Marschall, Max Nagy, Zoltan Neves, Leticia O’Brien, William Pan, Song Park, June Young Pigliautile, Ilaria Piselli, Cristina Pisello, Anna Laura Rafsanjani, Hamed Nabizadeh Rupp, Ricardo Forgiarini Salim, Flora Schiavon, Stefano Schwee, Jens Sonta, Andrew Touchie, Marianne Wagner, Andreas Walsh, Sinead Wang, Zhe Webber, David M. Yan, Da Zangheri, Paolo Zhang, Jingsi Zhou, Xiang Zhou, Xin A Global Building Occupant Behavior Database |
title | A Global Building Occupant Behavior Database |
title_full | A Global Building Occupant Behavior Database |
title_fullStr | A Global Building Occupant Behavior Database |
title_full_unstemmed | A Global Building Occupant Behavior Database |
title_short | A Global Building Occupant Behavior Database |
title_sort | global building occupant behavior database |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240009/ https://www.ncbi.nlm.nih.gov/pubmed/35764639 http://dx.doi.org/10.1038/s41597-022-01475-3 |
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