The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey

dc.contributor.author Yukseltan, E.
dc.contributor.author Kok, A.
dc.contributor.author Yucekaya, A.
dc.contributor.author Bilge, A.
dc.contributor.author Aktunc, E. Agca
dc.contributor.author Hekimoglu, M.
dc.date.accessioned 2023-10-19T15:11:42Z
dc.date.available 2023-10-19T15:11:42Z
dc.date.issued 2022
dc.description.abstract 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 longterm policy implications for the energy transition and lessons learned from the COVID-19 pandemic experience are also presented. en_US
dc.description.sponsorship TUBITAK 1001 Program [120M251] en_US
dc.description.sponsorship Acknowledgment This work was funded by TUBITAK 1001 Program, Grant Number 120M251. en_US
dc.identifier.citationcount 9
dc.identifier.doi 10.1016/j.jup.2022.101359 en_US
dc.identifier.issn 0957-1787
dc.identifier.issn 1878-4356
dc.identifier.scopus 2-s2.0-85125439426 en_US
dc.identifier.uri https://doi.org/10.1016/j.jup.2022.101359
dc.identifier.uri https://hdl.handle.net/20.500.12469/5179
dc.khas 20231019-WoS en_US
dc.language.iso en en_US
dc.publisher Elsevier Sci Ltd en_US
dc.relation.ispartof Utilities Policy en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Weather Variables En_Us
dc.subject Forecast En_Us
dc.subject Energy En_Us
dc.subject Load En_Us
dc.subject COVID-19 en_US
dc.subject Weather Variables
dc.subject Pandemic en_US
dc.subject Forecast
dc.subject Restrictions en_US
dc.subject Energy
dc.subject Electricity demand forecasting en_US
dc.subject Load
dc.subject Daily demand curve en_US
dc.title The impact of the COVID-19 pandemic and behavioral restrictions on electricity consumption and the daily demand curve in Turkey en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Yükseltan, Ergün/0000-0002-7853-2897
gdc.author.id Bilge, Ayse Humeyra/0000-0002-6043-0833
gdc.author.id Agca Aktunc, Esra/0000-0002-9597-569X
gdc.author.id Agca Aktunc, Esra/0000-0002-9597-569X
gdc.author.id KOK, ALI/0000-0001-7868-3225
gdc.author.institutional Bilge, Ayşe Hümeyra
gdc.author.institutional Hekimoğlu, Mustafa
gdc.author.wosid Yükseltan, Ergün/AAI-9161-2021
gdc.author.wosid Bilge, Ayse Humeyra/I-5901-2012
gdc.author.wosid Agca Aktunc, Esra/W-4513-2017
gdc.author.wosid Agca Aktunc, Esra/JGD-5758-2023
gdc.bip.impulseclass C4
gdc.bip.influenceclass C5
gdc.bip.popularityclass C4
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.description.departmenttemp [Yukseltan, E.; Kok, A.; Yucekaya, A.; Bilge, A.; Aktunc, E. Agca; Hekimoglu, M.] Kadir Has Univ, Dept Ind Engn, Istanbul, Turkey en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 101359
gdc.description.volume 76 en_US
gdc.description.wosquality Q3
gdc.identifier.openalex W4214691081
gdc.identifier.pmid 35250191 en_US
gdc.identifier.wos WOS:000783097500002 en_US
gdc.oaire.accesstype BRONZE
gdc.oaire.diamondjournal false
gdc.oaire.impulse 15.0
gdc.oaire.influence 3.4010446E-9
gdc.oaire.isgreen true
gdc.oaire.keywords Energy
gdc.oaire.keywords Pandemic
gdc.oaire.keywords COVID-19
gdc.oaire.keywords Electricity demand forecasting
gdc.oaire.keywords Article
gdc.oaire.keywords Daily demand curve
gdc.oaire.keywords Weather Variables
gdc.oaire.keywords Forecast
gdc.oaire.keywords Load
gdc.oaire.keywords Restrictions
gdc.oaire.popularity 1.6665785E-8
gdc.oaire.publicfunded false
gdc.oaire.sciencefields 0211 other engineering and technologies
gdc.oaire.sciencefields 02 engineering and technology
gdc.oaire.sciencefields 0202 electrical engineering, electronic engineering, information engineering
gdc.openalex.fwci 0.954
gdc.openalex.normalizedpercentile 0.56
gdc.opencitations.count 15
gdc.plumx.crossrefcites 6
gdc.plumx.mendeley 50
gdc.plumx.scopuscites 20
gdc.scopus.citedcount 20
gdc.wos.citedcount 13
relation.isAuthorOfPublication 1b50a6b2-7290-44da-b8d5-f048fea8b315
relation.isAuthorOfPublication 533132ce-5631-4068-91c5-2806df0f65bb
relation.isAuthorOfPublication.latestForDiscovery 1b50a6b2-7290-44da-b8d5-f048fea8b315
relation.isOrgUnitOfPublication 28868d0c-e9a4-4de1-822f-c8df06d2086a
relation.isOrgUnitOfPublication 2457b9b3-3a3f-4c17-8674-7f874f030d96
relation.isOrgUnitOfPublication b20623fc-1264-4244-9847-a4729ca7508c
relation.isOrgUnitOfPublication.latestForDiscovery 28868d0c-e9a4-4de1-822f-c8df06d2086a

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
5179.pdf
Size:
1.09 MB
Format:
Adobe Portable Document Format
Description:
Tam Metin / Full Text