Optimization of wastewater treatment systems for growing industrial parks

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dc.authorid0000-0003-4213-6216
dc.authorid0000-0003-1500-7670
dc.authorid0000-0001-9446-0582
dc.authorid0000-0003-0780-0687
dc.authorid0000-0002-5639-0648
dc.authorid0000-0002-3271-8418
dc.authorid0000-0002-2884-4876
dc.authorid0000-0003-4925-483X
dc.contributor.authorSavun Hekimoğlu, Başaken_US
dc.contributor.authorİşler, Zülalen_US
dc.contributor.authorHekimoğlu, Mustafaen_US
dc.contributor.authorBurak, Selminen_US
dc.contributor.authorKarlı, Denizen_US
dc.contributor.authorYücekaya, Ahmeten_US
dc.contributor.authorAkpınar, Ersinen_US
dc.contributor.authorEdiger, Volkan Ş.en_US
dc.date.accessioned2023-10-17T18:07:41Z
dc.date.available2023-10-17T18:07:41Z
dc.date.issued2023-12-20
dc.departmentIşık Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Matematik Bölümüen_US
dc.departmentIşık University, Faculty of Engineering and Natural Sciences, Department of Mathematicsen_US
dc.descriptionThe study is funded partly by the Istanbul University Research Fund (BAP) through the project MAB-2019-34967 and partly by the Scientific and Technological Research Council of Turkey (TUBITAK) with grant number 118M477.en_US
dc.description.abstractWastewater treatment is one of the crucial functions of industrial parks as wastewater from industrial facilities usually contains toxic compounds that can cause damage to the environment. To control their environmental loads, industrial parks make investment decisions for wastewater treatment plants. For this, they need to consider technical and economic factors as well as future growth projections as substantial construction and operational costs of wastewater treatment plants have to be shared by all companies in an industrial park. In this paper, we consider the long-term capacity planning problem for wastewater treatment facilities of a stochastically growing industrial park. By explicitly modeling randomness in the arrival of new tenants and their random wastewater discharges, our model calculates the future mean and variance of wastewater flow in the industrial park. Mean and variance are used in a Mixed Integer Programming Model to optimize wastewater treatment plant selection over a long planning horizon (30 years). By fitting our first model to empirical data from an industrial park in Turkey, we find that considering the variance of wastewater load is critical for long-term planning. Also, we quantify the economic significance of lowering wastewater discharges which can be achieved by water recycling or interplant water exchange.en_US
dc.description.sponsorshipIstanbul Universityen_US
dc.description.sponsorshipTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK)en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationSavun Hekimoğlu, B., İşler, Z., Hekimoğlu, M., Burak, S., Karlı, D., Yücekaya, A., Akpınar, E. & Ediger, V. Ş. (2023). Optimization of wastewater treatment systems for growing industrial parks. Science of the Total Environment, 905, 1-12. doi:10.1016/j.scitotenv.2023.167223en_US
dc.identifier.doi10.1016/j.scitotenv.2023.167223
dc.identifier.endpage12
dc.identifier.issn0048-9697
dc.identifier.issn1879-1026
dc.identifier.pmid37734604
dc.identifier.scopus2-s2.0-85172250848
dc.identifier.scopusqualityQ1
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/5768
dc.identifier.urihttp://dx.doi.org/10.1016/j.scitotenv.2023.167223
dc.identifier.volume905
dc.identifier.wosWOS:001088780800001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorKarlı, Denizen_US
dc.institutionauthorid0000-0002-5639-0648
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherElsevier B.V.en_US
dc.relation.ispartofScience of the Total Environmenten_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectIndustrial parksen_US
dc.subjectIndustrial wastewater treatmenten_US
dc.subjectLong-term planningen_US
dc.subjectStochastic optimizationen_US
dc.subjectScience parksen_US
dc.subjectEvolutionen_US
dc.subjectModelen_US
dc.subjectInnovationen_US
dc.subjectSymbiosisen_US
dc.subjectKoreaen_US
dc.subjectIndustrial water treatmenten_US
dc.subjectInteger programmingen_US
dc.subjectInvestmentsen_US
dc.subjectSewage pumping plantsen_US
dc.subjectWastewater reclamationen_US
dc.subjectWater recyclingen_US
dc.subjectWater treatment plantsen_US
dc.subjectCrucial functionsen_US
dc.subjectIndustrial facilitiesen_US
dc.subjectOptimisationsen_US
dc.subjectStochastic optimizationsen_US
dc.subjectWaste water treatment plantsen_US
dc.subjectWastewater dischargeen_US
dc.subjectWastewater treatment systemen_US
dc.subjectFuture prospecten_US
dc.subjectIndustrial districten_US
dc.subjectStochasticityen_US
dc.subjectWastewater treatmenten_US
dc.subjectControlled studyen_US
dc.subjectCost benefit analysisen_US
dc.subjectEconomic aspecten_US
dc.subjectEmpirical researchen_US
dc.subjectEnvironmental factoren_US
dc.subjectIndustrial areaen_US
dc.subjectIndustrial parken_US
dc.subjectMathematical modelen_US
dc.subjectProcess optimizationen_US
dc.subjectStochastic modelen_US
dc.subjectTurkey (republic)en_US
dc.subjectWaste water recyclingen_US
dc.subjectWater flowen_US
dc.subjectWater loading (test)en_US
dc.titleOptimization of wastewater treatment systems for growing industrial parksen_US
dc.typeArticleen_US

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