Investigating the energy production trends of countries and its relationship between economic development

Basit Öğe Kaydı
dc.authorid0000-0002-0271-6868
dc.authorid0000-0002-9735-5697
dc.authorid0000-0003-2989-3781
dc.authorscopusid57215429867
dc.authorscopusid18037100700
dc.authorscopusid35486816200
dc.contributor.authorHangün, Batuhan
dc.contributor.authorEyecioğlu, Önder
dc.contributor.authorBeken, Murat
dc.date.accessioned2024-09-25T19:42:51Z
dc.date.available2024-09-25T19:42:51Z
dc.date.issued2022
dc.departmentBAİBÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.descriptionIstanbul Nisantasi University; NTEC; TMEiCen_US
dc.description11th IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2022 -- 18 September 2022 through 21 September 2022 -- Istanbul -- 183802en_US
dc.description.abstractThere are three main energy resources for energy production that is currently used by the countries can be listed as fossil fuels, renewable energy, and nuclear energy. Since the industrial revolution, the fundamental energy resource of the world is fossil sources. Due to their problems such as greenhouse gas emissions, production cost, etc., fossil fuels are not sustainable sources in terms of world ecology and economy. Developed countries of the world focused on using alternative energy resources like renewable energy and nuclear energy to produce green and sustainable energy for a better future. An assumption might be made about the relationship between the types of energy resources used by a country and its development level. In this study, we investigate the connection between the economic development of the countries and energy consumption patterns using a machine learning approach. We used a custom data set created by the combination of two separate data sets to deduce that relation by using the clustering method. It can be seen that developed countries are prone to cease the usage of fossil fuels and increase the energy produced by renewable and nuclear energy while underdeveloped or developing countries still rely mostly on fossil fuels. This trend among the developed countries has increased by the year. Additionally, we also wanted to see where Turkey stands among the selected countries and make an observation on its energy and economic development progress. © 2022 IEEE.en_US
dc.identifier.doi10.1109/ICRERA55966.2022.9922684
dc.identifier.endpage600en_US
dc.identifier.isbn978-166547140-4
dc.identifier.scopus2-s2.0-85142012504en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage597en_US
dc.identifier.urihttps://doi.org/10.1109/ICRERA55966.2022.9922684
dc.identifier.urihttps://hdl.handle.net/20.500.12491/12299
dc.indekslendigikaynakScopusen_US
dc.institutionauthorBeken, Murat
dc.institutionauthorEyecioğlu, Önder
dc.institutionauthorid0000-0002-9735-5697
dc.institutionauthorid0000-0003-2989-3781
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof11th IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2022en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzYK_20240925en_US
dc.subjectClusteringen_US
dc.subjectEconomic Developmenten_US
dc.subjectFossil Fuelsen_US
dc.subjectGross Domestic Producten_US
dc.subjectMachine Learningen_US
dc.subjectNuclear Energyen_US
dc.subjectRenewable Energyen_US
dc.titleInvestigating the energy production trends of countries and its relationship between economic developmenten_US
dc.typeConference Objecten_US

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