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The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey
The rapid spread of COVID-19 has severely impacted many sectors, including the electricity sector. The reliability of the electricity sector is critical to the economy, health, and welfare of society; therefore, supply and demand need to be balanced in real-time, and the impact of unexpected factors...
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/PMC8882403/ https://www.ncbi.nlm.nih.gov/pubmed/35250191 http://dx.doi.org/10.1016/j.jup.2022.101359 |
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author | Yukseltan, E. Kok, A. Yucekaya, A. Bilge, A. Aktunc, E. Agca Hekimoglu, M. |
author_facet | Yukseltan, E. Kok, A. Yucekaya, A. Bilge, A. Aktunc, E. Agca Hekimoglu, M. |
author_sort | Yukseltan, E. |
collection | PubMed |
description | The rapid spread of COVID-19 has severely impacted many sectors, including the electricity sector. The reliability of the electricity sector is critical to the economy, health, and welfare of society; therefore, supply and demand need to be balanced in real-time, and the impact of unexpected factors should be analyzed. During the pandemic, behavioral restrictions such as lockdowns, closure of factories, schools, and shopping malls, and changing habits, such as shifted work and leisure hours at home, significantly affected the demand structure. In this research, the restrictions and their corresponding timing are classified and mapped with the Turkish electricity demand data to analyze the estimated impact of the restrictions on total demand and daily demand profile. A modulated Fourier Series Expansion evaluates deviations from normal conditions in the aggregate demand and the daily consumption profile. The aggregate demand shows a significant decrease in the early phase of the pandemic, during the period March–June 2020. The shape of the daily demand curve is analyzed to estimate how much demand shifted from daytime to night-time. A population-based restriction index is proposed to analyze the relationship between the strength and coverage of the restrictions and the total demand. The persistency of the changes in the daily demand curve in the post-contingency period is analyzed. These findings imply that new scheduling approaches for daily and weekly loads are required to avoid supply-demand mismatches in the future. The long-term policy implications for the energy transition and lessons learned from the COVID-19 pandemic experience are also presented. |
format | Online Article Text |
id | pubmed-8882403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88824032022-02-28 The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey Yukseltan, E. Kok, A. Yucekaya, A. Bilge, A. Aktunc, E. Agca Hekimoglu, M. Util Policy Article The rapid spread of COVID-19 has severely impacted many sectors, including the electricity sector. The reliability of the electricity sector is critical to the economy, health, and welfare of society; therefore, supply and demand need to be balanced in real-time, and the impact of unexpected factors should be analyzed. During the pandemic, behavioral restrictions such as lockdowns, closure of factories, schools, and shopping malls, and changing habits, such as shifted work and leisure hours at home, significantly affected the demand structure. In this research, the restrictions and their corresponding timing are classified and mapped with the Turkish electricity demand data to analyze the estimated impact of the restrictions on total demand and daily demand profile. A modulated Fourier Series Expansion evaluates deviations from normal conditions in the aggregate demand and the daily consumption profile. The aggregate demand shows a significant decrease in the early phase of the pandemic, during the period March–June 2020. The shape of the daily demand curve is analyzed to estimate how much demand shifted from daytime to night-time. A population-based restriction index is proposed to analyze the relationship between the strength and coverage of the restrictions and the total demand. The persistency of the changes in the daily demand curve in the post-contingency period is analyzed. These findings imply that new scheduling approaches for daily and weekly loads are required to avoid supply-demand mismatches in the future. The long-term policy implications for the energy transition and lessons learned from the COVID-19 pandemic experience are also presented. Elsevier Ltd. 2022-06 2022-02-28 /pmc/articles/PMC8882403/ /pubmed/35250191 http://dx.doi.org/10.1016/j.jup.2022.101359 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 Yukseltan, E. Kok, A. Yucekaya, A. Bilge, A. Aktunc, E. Agca Hekimoglu, M. The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title | The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title_full | The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title_fullStr | The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title_full_unstemmed | The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title_short | The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey |
title_sort | impact of the covid-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in turkey |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882403/ https://www.ncbi.nlm.nih.gov/pubmed/35250191 http://dx.doi.org/10.1016/j.jup.2022.101359 |
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