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Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States
Shelter-in-place orders and business closures related to COVID-19 changed the hourly profile of electricity demand and created an unprecedented source of uncertainty for the grid. The potential for continued shifts in electricity profiles has implications for electricity sector investment and operat...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758013/ https://www.ncbi.nlm.nih.gov/pubmed/36568493 http://dx.doi.org/10.1016/j.apenergy.2021.117711 |
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author | Burleyson, Casey D. Rahman, Aowabin Rice, Jennie S. Smith, Amanda D. Voisin, Nathalie |
author_facet | Burleyson, Casey D. Rahman, Aowabin Rice, Jennie S. Smith, Amanda D. Voisin, Nathalie |
author_sort | Burleyson, Casey D. |
collection | PubMed |
description | Shelter-in-place orders and business closures related to COVID-19 changed the hourly profile of electricity demand and created an unprecedented source of uncertainty for the grid. The potential for continued shifts in electricity profiles has implications for electricity sector investment and operating decisions that maintain reserve margins and provide grid reliability. This study reveals that understanding this uncertainty requires an understanding of the underlying drivers at the customer-class scale. This paper utilizes three datasets to compare the impacts of COVID-19 on electricity consumption across a range of spatiotemporal and customer scales. At the utility/customer-class scale, COVID-19-induced shutdowns in the spring of 2020 shifted weekday residential load profiles to resemble weekend profiles from previous years. Total commercial loads declined, but the commercial diurnal load profile was unchanged. With only total loads available at the balancing authority scale, the apparent impact of COVID-19 was smaller during the summer due in part to phased re-opening and spatial variability in re-opening, but there were still clear variations once total loads were broken down zonally. Monthly data at the state scale showed an increase in state-level residential electricity sales, a decrease in commercial sales, and a small net decrease in total sales in most states from April-August 2020. Analyses that focus on total load or a single scale may miss important changes that become apparent when the load is broken down regionally or by customer class. |
format | Online Article Text |
id | pubmed-9758013 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97580132022-12-19 Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States Burleyson, Casey D. Rahman, Aowabin Rice, Jennie S. Smith, Amanda D. Voisin, Nathalie Appl Energy Article Shelter-in-place orders and business closures related to COVID-19 changed the hourly profile of electricity demand and created an unprecedented source of uncertainty for the grid. The potential for continued shifts in electricity profiles has implications for electricity sector investment and operating decisions that maintain reserve margins and provide grid reliability. This study reveals that understanding this uncertainty requires an understanding of the underlying drivers at the customer-class scale. This paper utilizes three datasets to compare the impacts of COVID-19 on electricity consumption across a range of spatiotemporal and customer scales. At the utility/customer-class scale, COVID-19-induced shutdowns in the spring of 2020 shifted weekday residential load profiles to resemble weekend profiles from previous years. Total commercial loads declined, but the commercial diurnal load profile was unchanged. With only total loads available at the balancing authority scale, the apparent impact of COVID-19 was smaller during the summer due in part to phased re-opening and spatial variability in re-opening, but there were still clear variations once total loads were broken down zonally. Monthly data at the state scale showed an increase in state-level residential electricity sales, a decrease in commercial sales, and a small net decrease in total sales in most states from April-August 2020. Analyses that focus on total load or a single scale may miss important changes that become apparent when the load is broken down regionally or by customer class. Elsevier Ltd. 2021-12-15 2021-08-28 /pmc/articles/PMC9758013/ /pubmed/36568493 http://dx.doi.org/10.1016/j.apenergy.2021.117711 Text en © 2021 Elsevier Ltd. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Burleyson, Casey D. Rahman, Aowabin Rice, Jennie S. Smith, Amanda D. Voisin, Nathalie Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title | Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title_full | Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title_fullStr | Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title_full_unstemmed | Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title_short | Multiscale effects masked the impact of the COVID-19 pandemic on electricity demand in the United States |
title_sort | multiscale effects masked the impact of the covid-19 pandemic on electricity demand in the united states |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758013/ https://www.ncbi.nlm.nih.gov/pubmed/36568493 http://dx.doi.org/10.1016/j.apenergy.2021.117711 |
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