Finding an optimum location for biogas plant: a case study for Duzce, Turkey

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dc.contributor.authorYürük, Fuat
dc.contributor.authorErdoğmuş, Pakize
dc.date.accessioned2020-05-01T12:10:04Z
dc.date.available2020-05-01T12:10:04Z
dc.date.issued2018
dc.departmentDÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.descriptionWOS: 000422933800015en_US
dc.description.abstractThis study is a case study for modelling and solving a real-life problem. In this study, a practical approximation for finding an optimum location of a foundation was realized with k-means clustering and optimization. Duzce, in the northwest of Turkey, has been researched for the biogas potential to found biogas plant. With this aim, the number of poultry in Duzce has been determined and presented their potential of biogas. Since the number of poultry is quite enough to found a biogas plant, later the location of the poultry farms and their potentials has been determined. Since there are more than 400 poultry farms in Duzce, firstly locations are clustered with classical k-means algorithm. k is specified as 6-8 with an expert knowledge. Later, the nearest location for each cluster center has been attained with simulated annealing with the objective of minimizing the transportation cost. As a result, it has been determined an optimum location for probable biogas plant for Duzce.en_US
dc.identifier.doi10.1007/s00521-016-2424-3en_US
dc.identifier.endpage165en_US
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage157en_US
dc.identifier.urihttps://doi.org/10.1007/s00521-016-2424-3
dc.identifier.urihttps://hdl.handle.net/20.500.12684/5969
dc.identifier.volume29en_US
dc.identifier.wosWOS:000422933800015en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofNeural Computing & Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFacility locationen_US
dc.subjectSimulated annealingen_US
dc.subjectk-meansen_US
dc.titleFinding an optimum location for biogas plant: a case study for Duzce, Turkeyen_US
dc.typeArticleen_US

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