Forecasting and analysis of energy consumption and waste generation in Antalya with SVR

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dc.authorid0000-0003-3903-7356
dc.authorid0000-0002-8649-6013
dc.authorid0000-0001-9300-5748
dc.contributor.authorÖzçelik, Şuayb Talhaen_US
dc.contributor.authorTek, Faik Borayen_US
dc.contributor.authorŞekerci, Erdalen_US
dc.date.accessioned2024-02-20T16:51:05Z
dc.date.available2024-02-20T16:51:05Z
dc.date.issued2023-12-24
dc.departmentIşık Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering and Natural Sciences, Department of Computer Engineeringen_US
dc.description.abstractAntalya, a rapidly expanding coastal city in Türkiye, has experienced significant changes due to urbanization and increasing tourism activities. Comprehending tourism trends is crucial for the city's sustainable development and environmental management. Based on this perspective, this paper aims to present a comprehensive retrospective analysis of Antalya's energy consumption, domestic solid waste generation, wastewater generation, population growth, and tourist numbers over the years. Antalya faces significant challenges due to escalating trends in listed areas. Utilizing the Support Vector Regression, this study projects a need for an additional 1715 GWh of electricity production capacity, an expansion of wastewater capacity by 85639 thousand m3, and an increase in domestic solid waste disposal capacity by 597745 tons by 2028 to accommodate growing demands. We emphasize the importance of adopting effective policies and strategies to support energy efficiency, waste reduction, and wastewater management alongside sustainable urban planning and tourism management for Antalya's long-Term environmental sustainability and development. The findings presented in this study provide valuable insights for policymakers, urban planners, and stakeholders to make informed decisions, ensuring a balanced approach toward economic growth and environmental conservation.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationÖzçelik, Ş. T., Tek, F. B. & Şekerci, E. (2023). Forecasting and analysis of energy consumption and waste generation in Antalya with SVR. Paper presented at the 4th International Informatics and Software Engineering Conference (IISEC), 1-5. doi:10.1109/IISEC59749.2023.10391025en_US
dc.identifier.doi10.1109/IISEC59749.2023.10391025
dc.identifier.endpage5
dc.identifier.isbn9798350318036
dc.identifier.isbn9798350318043
dc.identifier.scopus2-s2.0-85184654898
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/5903
dc.identifier.urihttp://dx.doi.org/10.1109/IISEC59749.2023.10391025
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÖzçelik, Şuayb Talhaen_US
dc.institutionauthorid0000-0003-3903-7356
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartof4th International Informatics and Software Engineering Conference (IISEC)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - İdari Personel ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectData miningen_US
dc.subjectForecastingen_US
dc.subjectSustainabilityen_US
dc.subjectSVRen_US
dc.subjectTourismen_US
dc.subjectEconomicsen_US
dc.subjectEnergy efficiencyen_US
dc.subjectEnergy utilizationen_US
dc.subjectEnvironmental managementen_US
dc.subjectPopulation statisticsen_US
dc.subjectSmart cityen_US
dc.subjectSolid wastesen_US
dc.subjectUrban growthen_US
dc.subjectWaste disposalen_US
dc.subjectCity sustainable developmenten_US
dc.subjectCoastal citiesen_US
dc.subjectDomestic solid wastesen_US
dc.subjectEnergy wastesen_US
dc.subjectEnergy-consumptionen_US
dc.subjectRetrospective analysisen_US
dc.subjectSolid waste generationen_US
dc.subjectTourism activitiesen_US
dc.subjectWaste generationen_US
dc.titleForecasting and analysis of energy consumption and waste generation in Antalya with SVRen_US
dc.typeConference Objecten_US

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