Quantitative Evaluation of Data Centers' Participation in Demand Side Management

dc.contributor.authorTakci, Mehmet Turker
dc.contributor.authorGözel, Tuba
dc.contributor.authorHocaoglu, Mehmet Hakan
dc.date.accessioned2025-10-29T11:15:59Z
dc.date.issued2021
dc.departmentFakülteler, Mühendislik Fakültesi, Elektronik Mühendisliği Bölümü
dc.description.abstractIn recent years, the rapid increase in the number of internet users and widespread usage of internet applications have obliged large servers and networking equipment to manage large data stack and optimize the instantaneous transmission of digital information. The COVID-19 Pandemic has also caused an increase in data exchanges and digital information generation. In order to manage large-scale data, there is a need for gigantic data centers (DCs) which are tremendous energy consumers and have relatively flexible loads that are easier to control by means of shifting in time and space. Therefore, DCs can be regarded as dispatchable loads and are considered good candidates for participating in demand side management (DSM) programs for power curve smoothing and compensation of power fluctuation in electrical power systems. In this paper, the question of why DCs should participate in DSM has been investigated rather than the technical methods used in DSM. The amount of DCs' participation energy is used by peak shaving/shifting method for power curve smoothing using actual data. The possible environmental and flnancial effects of it for Turkey and all the world have been carried out. The study results show that DCs' participation in DSM for Turkey decreases peak load by up to 2.18%, defers up to 34% of the installed power plants launched in 2019, and improves load and loss factors by up to 2.2% and 4.3% respectively. Additionally, global DC's participation in DSM decreases the peak point by up to 0.77% and reduces CO2 emission by 0.03%.
dc.description.sponsorshipGREENDC project from the European Union's Horizon 2020 research and innovation program [734273]
dc.description.sponsorshipMarie Curie Actions (MSCA) [734273] Funding Source: Marie Curie Actions (MSCA)
dc.description.sponsorshipThis work was supported in part by the GREENDC project received funding from the European Union's Horizon 2020 research and innovation program under the grant agreement No 734273.
dc.identifier.doi10.1109/ACCESS.2021.3052204
dc.identifier.endpage14896
dc.identifier.issn2169-3536
dc.identifier.orcid0000-0002-5417-6621
dc.identifier.orcid0000-0003-4798-0635
dc.identifier.orcid0000-0001-6528-3812
dc.identifier.scopus2-s2.0-85099728116
dc.identifier.scopusqualityQ1
dc.identifier.startpage14883
dc.identifier.urihttps://doi.org/10.1109/ACCESS.2021.3052204
dc.identifier.urihttps://hdl.handle.net/20.500.14854/7355
dc.identifier.volume9
dc.identifier.wosWOS:000613209000001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE-Inst Electrical Electronics Engineers Inc
dc.relation.ispartofIEEE Access
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20251020
dc.subjectDemand side management
dc.subjectelectricity market
dc.subjectdata center
dc.subjectenergy efficiency
dc.subjectpeak shaving
dc.subjectCO2 emission reduction
dc.titleQuantitative Evaluation of Data Centers' Participation in Demand Side Management
dc.typeArticle

Dosyalar