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MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage
Building electricity is a major component of global energy use and its environmental impacts. Detailed data on residential electricity use have many interrelated research applications, from energy conservation to non-intrusive load monitoring, energy storage, integration of renewables, and electric...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7652872/ https://www.ncbi.nlm.nih.gov/pubmed/33168826 http://dx.doi.org/10.1038/s41597-020-00721-w |
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author | Meinrenken, Christoph J. Rauschkolb, Noah Abrol, Sanjmeet Chakrabarty, Tuhin Decalf, Victor C. Hidey, Christopher McKeown, Kathleen Mehmani, Ali Modi, Vijay Culligan, Patricia J. |
author_facet | Meinrenken, Christoph J. Rauschkolb, Noah Abrol, Sanjmeet Chakrabarty, Tuhin Decalf, Victor C. Hidey, Christopher McKeown, Kathleen Mehmani, Ali Modi, Vijay Culligan, Patricia J. |
author_sort | Meinrenken, Christoph J. |
collection | PubMed |
description | Building electricity is a major component of global energy use and its environmental impacts. Detailed data on residential electricity use have many interrelated research applications, from energy conservation to non-intrusive load monitoring, energy storage, integration of renewables, and electric vs. fossil-based heating. The dataset presented here, Multifamily Residential Electricity Dataset (MFRED), contains the electricity use of 390 apartments, ranging from studios to four-bedroom units. All apartments are located in the Northeastern United States (IECC-climate-zone 4 A), but differ in their heating/cooling system and construction year (early to late 20(th) century). To adhere to privacy guidelines, data were averaged across 15 apartments each, based on annual electricity use. MFRED includes real and reactive power, at 10-second resolution, for January to December 2019 (246 million data points). The annual average real power per apartment is 343 W (3.27 W/m(2) of floor area), with strong variation between seasons and apartment size. Considering its large number of apartments, high time resolution, real and reactive power, and 12-month duration, MFRED is currently unique for the multifamily-sector. |
format | Online Article Text |
id | pubmed-7652872 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76528722020-11-12 MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage Meinrenken, Christoph J. Rauschkolb, Noah Abrol, Sanjmeet Chakrabarty, Tuhin Decalf, Victor C. Hidey, Christopher McKeown, Kathleen Mehmani, Ali Modi, Vijay Culligan, Patricia J. Sci Data Data Descriptor Building electricity is a major component of global energy use and its environmental impacts. Detailed data on residential electricity use have many interrelated research applications, from energy conservation to non-intrusive load monitoring, energy storage, integration of renewables, and electric vs. fossil-based heating. The dataset presented here, Multifamily Residential Electricity Dataset (MFRED), contains the electricity use of 390 apartments, ranging from studios to four-bedroom units. All apartments are located in the Northeastern United States (IECC-climate-zone 4 A), but differ in their heating/cooling system and construction year (early to late 20(th) century). To adhere to privacy guidelines, data were averaged across 15 apartments each, based on annual electricity use. MFRED includes real and reactive power, at 10-second resolution, for January to December 2019 (246 million data points). The annual average real power per apartment is 343 W (3.27 W/m(2) of floor area), with strong variation between seasons and apartment size. Considering its large number of apartments, high time resolution, real and reactive power, and 12-month duration, MFRED is currently unique for the multifamily-sector. Nature Publishing Group UK 2020-11-09 /pmc/articles/PMC7652872/ /pubmed/33168826 http://dx.doi.org/10.1038/s41597-020-00721-w Text en © The Author(s) 2020 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 Meinrenken, Christoph J. Rauschkolb, Noah Abrol, Sanjmeet Chakrabarty, Tuhin Decalf, Victor C. Hidey, Christopher McKeown, Kathleen Mehmani, Ali Modi, Vijay Culligan, Patricia J. MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title | MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title_full | MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title_fullStr | MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title_full_unstemmed | MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title_short | MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage |
title_sort | mfred, 10 second interval real and reactive power for groups of 390 us apartments of varying size and vintage |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7652872/ https://www.ncbi.nlm.nih.gov/pubmed/33168826 http://dx.doi.org/10.1038/s41597-020-00721-w |
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