Optimization of Wastewater Treatment Systems for Growing Industrial Parks

dc.authoridKarli, Deniz/0000-0002-5639-0648
dc.authoridIsler Ardic, Zulal/0000-0003-1500-7670
dc.authorwosidKarli, Deniz/GPX-6441-2022
dc.authorwosidHekimoglu, Mustafa/GRF-1500-2022
dc.contributor.authorSavun-Hekimoglu, Basak
dc.contributor.authorHekimoğlu, Mustafa
dc.contributor.authorIsler, Zulal
dc.contributor.authorYücekaya, Ahmet Deniz
dc.contributor.authorHekimoglu, Mustafa
dc.contributor.authorEdiger, Şevket Volkan
dc.contributor.authorBurak, Selmin
dc.contributor.authorKarli, Deniz
dc.contributor.authorYucekaya, Ahmet
dc.contributor.authorEdiger, Volkan S.
dc.date.accessioned2024-10-15T19:38:51Z
dc.date.available2024-10-15T19:38:51Z
dc.date.issued2023
dc.departmentKadir Has Universityen_US
dc.department-temp[Savun-Hekimoglu, Basak; Burak, Selmin] Istanbul Univ, Inst Marine Sci & Management, Istanbul, Turkiye; [Isler, Zulal; Hekimoglu, Mustafa; Yucekaya, Ahmet] Kadir Has Univ, Fac Engn & Fundamental Sci, Istanbul, Turkiye; [Karli, Deniz] Isik Univ, Dept Math, Istanbul, Turkiye; [Akpinar, Ersin] Adana Haci Sabanci Organized Ind Zone, Adana, Turkiye; [Ediger, Volkan S.] Kadir Has Univ, Ctr Energy & Sustainable Dev, Istanbul, Turkiyeen_US
dc.descriptionKarli, Deniz/0000-0002-5639-0648; Isler Ardic, Zulal/0000-0003-1500-7670en_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 University Research Fund (BAP) [MAB-2019-34967]; Scientific and Technological Research Council of Turkey (TUBITAK) [118M477]en_US
dc.description.sponsorshipThe 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.woscitationindexScience Citation Index Expanded
dc.identifier.citationcount9
dc.identifier.doi10.1016/j.scitotenv.2023.167223
dc.identifier.issn0048-9697
dc.identifier.issn1879-1026
dc.identifier.pmid37734604
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.scitotenv.2023.167223
dc.identifier.urihttps://hdl.handle.net/20.500.12469/6286
dc.identifier.volume905en_US
dc.identifier.wosWOS:001088780800001
dc.identifier.wosqualityQ1
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectIndustrial wastewater treatmenten_US
dc.subjectStochastic optimizationen_US
dc.subjectLong-term planningen_US
dc.subjectIndustrial parksen_US
dc.titleOptimization of Wastewater Treatment Systems for Growing Industrial Parksen_US
dc.typeArticleen_US
dc.wos.citedbyCount11
dspace.entity.typePublication
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