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Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building
The research areas of occupant sensing and occupant behavior modeling are lacking comprehensive public datasets for providing baseline results and fostering data-driven approaches. This data descriptor covers a dataset collected via sensors on room-level occupant counts together with related data on...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879639/ https://www.ncbi.nlm.nih.gov/pubmed/31772176 http://dx.doi.org/10.1038/s41597-019-0274-4 |
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author | Schwee, Jens Hjort Johansen, Aslak Jørgensen, Bo Nørregaard Kjærgaard, Mikkel Baun Mattera, Claudio Giovanni Sangogboye, Fisayo Caleb Veje, Christian |
author_facet | Schwee, Jens Hjort Johansen, Aslak Jørgensen, Bo Nørregaard Kjærgaard, Mikkel Baun Mattera, Claudio Giovanni Sangogboye, Fisayo Caleb Veje, Christian |
author_sort | Schwee, Jens Hjort |
collection | PubMed |
description | The research areas of occupant sensing and occupant behavior modeling are lacking comprehensive public datasets for providing baseline results and fostering data-driven approaches. This data descriptor covers a dataset collected via sensors on room-level occupant counts together with related data on indoor environmental quality. The dataset comprises 44 full days, collated in the period March 2018 to April 2019, and was collected in a public building in Northern Europe. Sensor readings cover three rooms, including one lecture room and two study zones. The data release contains two versions of the dataset, one which has the raw readings and one which has been upsampled to a one-minute resolution. The dataset can be used for developing and evaluating data-driven applications, occupant sensing, and building analytics. This dataset can be an impetus for the researchers and designers to conduct experiments and pilot studies, hence used for benchmarking. |
format | Online Article Text |
id | pubmed-6879639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68796392019-12-03 Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building Schwee, Jens Hjort Johansen, Aslak Jørgensen, Bo Nørregaard Kjærgaard, Mikkel Baun Mattera, Claudio Giovanni Sangogboye, Fisayo Caleb Veje, Christian Sci Data Data Descriptor The research areas of occupant sensing and occupant behavior modeling are lacking comprehensive public datasets for providing baseline results and fostering data-driven approaches. This data descriptor covers a dataset collected via sensors on room-level occupant counts together with related data on indoor environmental quality. The dataset comprises 44 full days, collated in the period March 2018 to April 2019, and was collected in a public building in Northern Europe. Sensor readings cover three rooms, including one lecture room and two study zones. The data release contains two versions of the dataset, one which has the raw readings and one which has been upsampled to a one-minute resolution. The dataset can be used for developing and evaluating data-driven applications, occupant sensing, and building analytics. This dataset can be an impetus for the researchers and designers to conduct experiments and pilot studies, hence used for benchmarking. Nature Publishing Group UK 2019-11-26 /pmc/articles/PMC6879639/ /pubmed/31772176 http://dx.doi.org/10.1038/s41597-019-0274-4 Text en © The Author(s) 2019 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/. The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files associated with this article. |
spellingShingle | Data Descriptor Schwee, Jens Hjort Johansen, Aslak Jørgensen, Bo Nørregaard Kjærgaard, Mikkel Baun Mattera, Claudio Giovanni Sangogboye, Fisayo Caleb Veje, Christian Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title | Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title_full | Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title_fullStr | Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title_full_unstemmed | Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title_short | Room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
title_sort | room-level occupant counts and environmental quality from heterogeneous sensing modalities in a smart building |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879639/ https://www.ncbi.nlm.nih.gov/pubmed/31772176 http://dx.doi.org/10.1038/s41597-019-0274-4 |
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