Optimization of Wastewater Treatment Systems for Growing Industrial Parks

dc.authorid Karli, Deniz/0000-0002-5639-0648
dc.authorid Isler Ardic, Zulal/0000-0003-1500-7670
dc.authorwosid Karli, Deniz/GPX-6441-2022
dc.authorwosid Hekimoglu, Mustafa/GRF-1500-2022
dc.contributor.author Savun-Hekimoglu, Basak
dc.contributor.author Hekimoğlu, Mustafa
dc.contributor.author Isler, Zulal
dc.contributor.author Yücekaya, Ahmet Deniz
dc.contributor.author Hekimoglu, Mustafa
dc.contributor.author Ediger, Şevket Volkan
dc.contributor.author Burak, Selmin
dc.contributor.author Karli, Deniz
dc.contributor.author Yucekaya, Ahmet
dc.contributor.author Ediger, Volkan S.
dc.contributor.other Industrial Engineering
dc.date.accessioned 2024-10-15T19:38:51Z
dc.date.available 2024-10-15T19:38:51Z
dc.date.issued 2023
dc.department Kadir Has University en_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, Turkiye en_US
dc.description Karli, Deniz/0000-0002-5639-0648; Isler Ardic, Zulal/0000-0003-1500-7670 en_US
dc.description.abstract Wastewater 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.sponsorship Istanbul University Research Fund (BAP) [MAB-2019-34967]; Scientific and Technological Research Council of Turkey (TUBITAK) [118M477] en_US
dc.description.sponsorship The 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.woscitationindex Science Citation Index Expanded
dc.identifier.citationcount 9
dc.identifier.doi 10.1016/j.scitotenv.2023.167223
dc.identifier.issn 0048-9697
dc.identifier.issn 1879-1026
dc.identifier.pmid 37734604
dc.identifier.scopusquality Q1
dc.identifier.uri https://doi.org/10.1016/j.scitotenv.2023.167223
dc.identifier.uri https://hdl.handle.net/20.500.12469/6286
dc.identifier.volume 905 en_US
dc.identifier.wos WOS:001088780800001
dc.identifier.wosquality Q1
dc.language.iso en en_US
dc.publisher Elsevier en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Industrial wastewater treatment en_US
dc.subject Stochastic optimization en_US
dc.subject Long-term planning en_US
dc.subject Industrial parks en_US
dc.title Optimization of Wastewater Treatment Systems for Growing Industrial Parks en_US
dc.type Article en_US
dc.wos.citedbyCount 15
dspace.entity.type Publication
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