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Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries
Governments worldwide have adopted different public health measures in order to slow down the spread of COVID-19. As a result, the electricity demand has been impacted by the changes in human activity. Many of the Latin America and the Caribbean (LAC) countries have adopted different approaches to c...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772073/ http://dx.doi.org/10.1016/j.segan.2022.100610 |
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author | Sánchez-Úbeda, E.F. Portela, J. Muñoz, A. Chueca Montuenga, E. Hallack, M. |
author_facet | Sánchez-Úbeda, E.F. Portela, J. Muñoz, A. Chueca Montuenga, E. Hallack, M. |
author_sort | Sánchez-Úbeda, E.F. |
collection | PubMed |
description | Governments worldwide have adopted different public health measures in order to slow down the spread of COVID-19. As a result, the electricity demand has been impacted by the changes in human activity. Many of the Latin America and the Caribbean (LAC) countries have adopted different approaches to control the COVID-19 pandemic, including severe shutdown of most social and economic activities. This paper analyzes how this pandemic has influenced, from its appearance until the fall of 2020, the demand of ten LAC countries (Peru, Bolivia, Costa Rica, Brazil, Guatemala, Mexico, Dominican Republic, Argentina, Chile and Uruguay). The approach is based on the concepts of size and shape impacts, which have been proposed in order to decompose the problem for a better understanding of the impact. The size impact accounts for the observed variations on the daily demand, whereas the shape impact focuses on the variations observed on the standardized hourly demand profiles for each day. To calculate both impacts, the observed demand is compared to the expected one if the COVID-19 crisis had not happened. To obtain reliable estimations in the scenario without COVID-19, machine learning techniques have been used. Peru and Bolivia are the two countries where the pandemic has had the greatest impact during 2020, with a size impact in April 2020 of around -30%. At the opposite extreme would be Chile and Uruguay, with a maximum monthly size impact of -6%. The other considered countries have maximum monthly impacts in the range of -11% to -17%. |
format | Online Article Text |
id | pubmed-8772073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87720732022-01-21 Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries Sánchez-Úbeda, E.F. Portela, J. Muñoz, A. Chueca Montuenga, E. Hallack, M. Sustainable Energy, Grids and Networks Article Governments worldwide have adopted different public health measures in order to slow down the spread of COVID-19. As a result, the electricity demand has been impacted by the changes in human activity. Many of the Latin America and the Caribbean (LAC) countries have adopted different approaches to control the COVID-19 pandemic, including severe shutdown of most social and economic activities. This paper analyzes how this pandemic has influenced, from its appearance until the fall of 2020, the demand of ten LAC countries (Peru, Bolivia, Costa Rica, Brazil, Guatemala, Mexico, Dominican Republic, Argentina, Chile and Uruguay). The approach is based on the concepts of size and shape impacts, which have been proposed in order to decompose the problem for a better understanding of the impact. The size impact accounts for the observed variations on the daily demand, whereas the shape impact focuses on the variations observed on the standardized hourly demand profiles for each day. To calculate both impacts, the observed demand is compared to the expected one if the COVID-19 crisis had not happened. To obtain reliable estimations in the scenario without COVID-19, machine learning techniques have been used. Peru and Bolivia are the two countries where the pandemic has had the greatest impact during 2020, with a size impact in April 2020 of around -30%. At the opposite extreme would be Chile and Uruguay, with a maximum monthly size impact of -6%. The other considered countries have maximum monthly impacts in the range of -11% to -17%. Elsevier Ltd. 2022-06 2022-01-20 /pmc/articles/PMC8772073/ http://dx.doi.org/10.1016/j.segan.2022.100610 Text en © 2022 Elsevier Ltd. All rights reserved. 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 Sánchez-Úbeda, E.F. Portela, J. Muñoz, A. Chueca Montuenga, E. Hallack, M. Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title | Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title_full | Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title_fullStr | Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title_full_unstemmed | Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title_short | Impact of COVID-19 on electricity demand of Latin America and the Caribbean countries |
title_sort | impact of covid-19 on electricity demand of latin america and the caribbean countries |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772073/ http://dx.doi.org/10.1016/j.segan.2022.100610 |
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