Optimization of Wastewater Treatment Systems for Growing Industrial Parks

dc.contributor.author Savun-Hekimoğlu, B.
dc.contributor.author İşler, Z.
dc.contributor.author Hekimoğlu, M.
dc.contributor.author Burak, S.
dc.contributor.author Karlı, D.
dc.contributor.author Yücekaya, A.
dc.contributor.author Akpınar, E.
dc.contributor.other Industrial Engineering
dc.contributor.other 05. Faculty of Engineering and Natural Sciences
dc.contributor.other 01. Kadir Has University
dc.date.accessioned 2023-10-19T15:05:14Z
dc.date.available 2023-10-19T15:05:14Z
dc.date.issued 2023
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. © 2023 Elsevier B.V. en_US
dc.description.sponsorship Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TÜBİTAK: 118M477; Bilimsel Araştırma Projeleri Birimi, İstanbul Teknik Üniversitesi, BAP: MAB-2019-34967 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 (TÜBİTAK) with grant number 118M477 . en_US
dc.identifier.citationcount 6
dc.identifier.doi 10.1016/j.scitotenv.2023.167223 en_US
dc.identifier.issn 0048-9697
dc.identifier.scopus 2-s2.0-85172250848 en_US
dc.identifier.uri https://doi.org/10.1016/j.scitotenv.2023.167223
dc.identifier.uri https://hdl.handle.net/20.500.12469/4750
dc.khas 20231019-Scopus en_US
dc.language.iso en en_US
dc.publisher Elsevier B.V. en_US
dc.relation.ispartof Science of the Total Environment en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Industrial parks en_US
dc.subject Industrial wastewater treatment en_US
dc.subject Long-term planning en_US
dc.subject Stochastic optimization en_US
dc.subject Industrial water treatment en_US
dc.subject Integer programming en_US
dc.subject Investments en_US
dc.subject Sewage pumping plants en_US
dc.subject Wastewater reclamation en_US
dc.subject Water recycling en_US
dc.subject Water treatment plants en_US
dc.subject Crucial functions en_US
dc.subject Industrial facilities en_US
dc.subject Industrial parks en_US
dc.subject Industrial wastewater treatment en_US
dc.subject Long term planning en_US
dc.subject Optimisations en_US
dc.subject Stochastic optimizations en_US
dc.subject Waste water treatment plants en_US
dc.subject Wastewater discharge en_US
dc.subject Wastewater treatment system en_US
dc.subject Wastewater treatment en_US
dc.subject future prospect en_US
dc.subject industrial district en_US
dc.subject investment en_US
dc.subject optimization en_US
dc.subject stochasticity en_US
dc.subject wastewater treatment en_US
dc.subject wastewater treatment plant en_US
dc.subject Article en_US
dc.subject controlled study en_US
dc.subject cost benefit analysis en_US
dc.subject economic aspect en_US
dc.subject empirical research en_US
dc.subject environmental factor en_US
dc.subject industrial area en_US
dc.subject industrial park en_US
dc.subject mathematical model en_US
dc.subject planning en_US
dc.subject process optimization en_US
dc.subject stochastic model en_US
dc.subject symbiosis en_US
dc.subject Turkey (republic) en_US
dc.subject waste water recycling en_US
dc.subject waste water treatment plant en_US
dc.subject water flow en_US
dc.subject water loading (test) en_US
dc.title Optimization of Wastewater Treatment Systems for Growing Industrial Parks en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Yücekaya, Ahmet Deniz
gdc.author.institutional Hekimoğlu, Mustafa
gdc.author.scopusid 57194014098
gdc.author.scopusid 57557808800
gdc.author.scopusid 57193505462
gdc.author.scopusid 8714829900
gdc.author.scopusid 54400035700
gdc.author.scopusid 24823628300
gdc.author.scopusid 58618131900
gdc.bip.impulseclass C4
gdc.bip.influenceclass C5
gdc.bip.popularityclass C4
gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.description.departmenttemp Savun-Hekimoğlu, B., Istanbul University, Institute of Marine Sciences and Management, İstanbul, Turkey; İşler, Z., Kadir Has University, Faculty of Engineering and Fundamental Sciences, İstanbul, Turkey; Hekimoğlu, M., Kadir Has University, Faculty of Engineering and Fundamental Sciences, İstanbul, Turkey; Burak, S., Istanbul University, Institute of Marine Sciences and Management, İstanbul, Turkey; Karlı, D., Işık University, Department of Mathematics, İstanbul, Turkey; Yücekaya, A., Kadir Has University, Faculty of Engineering and Fundamental Sciences, İstanbul, Turkey; Akpınar, E., Adana Hacı Sabancı Organized Industrial Zone, Adana, Turkey; Ediger, V.Ş., Kadir Has University, Center for Energy and Sustainable Development, İstanbul, Turkey en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 167223
gdc.description.volume 905 en_US
gdc.description.wosquality Q1
gdc.identifier.openalex W4386865444
gdc.identifier.pmid 37734604 en_US
gdc.oaire.diamondjournal false
gdc.oaire.impulse 17.0
gdc.oaire.influence 3.2349086E-9
gdc.oaire.isgreen true
gdc.oaire.keywords industrial area
gdc.oaire.keywords Stochastic optimization
gdc.oaire.keywords Long-term planning
gdc.oaire.keywords Wastewater reclamation
gdc.oaire.keywords Wastewater treatment
gdc.oaire.keywords industrial district
gdc.oaire.keywords Water loading (test)
gdc.oaire.keywords Waste water treatment plants
gdc.oaire.keywords Turkey (republic)
gdc.oaire.keywords Mathematical model
gdc.oaire.keywords Crucial functions
gdc.oaire.keywords environmental factor
gdc.oaire.keywords Cost benefit analysis
gdc.oaire.keywords cost benefit analysis
gdc.oaire.keywords stochastic model
gdc.oaire.keywords Industrial wastewater treatment
gdc.oaire.keywords Integer programming
gdc.oaire.keywords Stochastic optimizations
gdc.oaire.keywords waste water recycling
gdc.oaire.keywords water loading (test)
gdc.oaire.keywords symbiosis
gdc.oaire.keywords wastewater treatment
gdc.oaire.keywords Future prospect
gdc.oaire.keywords Water flow
gdc.oaire.keywords Industrial facilities
gdc.oaire.keywords Science parks
gdc.oaire.keywords Long term planning
gdc.oaire.keywords Optimisations
gdc.oaire.keywords optimization
gdc.oaire.keywords Water recycling
gdc.oaire.keywords waste water treatment plant
gdc.oaire.keywords Evolution
gdc.oaire.keywords Empirical research
gdc.oaire.keywords future prospect
gdc.oaire.keywords water flow
gdc.oaire.keywords Sewage pumping plants
gdc.oaire.keywords Article
gdc.oaire.keywords process optimization
gdc.oaire.keywords Industrial district
gdc.oaire.keywords controlled study
gdc.oaire.keywords Investments
gdc.oaire.keywords Innovation
gdc.oaire.keywords Symbiosis
gdc.oaire.keywords Water treatment plants
gdc.oaire.keywords Wastewater discharge
gdc.oaire.keywords Industrial parks
gdc.oaire.keywords wastewater treatment plant
gdc.oaire.keywords Stochasticity
gdc.oaire.keywords stochasticity
gdc.oaire.keywords Korea
gdc.oaire.keywords investment
gdc.oaire.keywords empirical research
gdc.oaire.keywords Industrial park
gdc.oaire.keywords Waste water recycling
gdc.oaire.keywords Wastewater treatment system
gdc.oaire.keywords economic aspect
gdc.oaire.keywords Environmental factor
gdc.oaire.keywords Industrial water treatment
gdc.oaire.keywords Economic aspect
gdc.oaire.keywords Stochastic model
gdc.oaire.keywords Industrial area
gdc.oaire.keywords industrial park
gdc.oaire.keywords planning
gdc.oaire.keywords Controlled study
gdc.oaire.keywords mathematical model
gdc.oaire.keywords Model
gdc.oaire.keywords Process optimization
gdc.oaire.popularity 1.0929894E-8
gdc.oaire.publicfunded false
gdc.openalex.fwci 4.086
gdc.openalex.normalizedpercentile 0.74
gdc.opencitations.count 13
gdc.plumx.crossrefcites 8
gdc.plumx.mendeley 23
gdc.plumx.scopuscites 18
gdc.scopus.citedcount 18
relation.isAuthorOfPublication 5eb0a05e-38c7-4571-847a-8c1883879f97
relation.isAuthorOfPublication 533132ce-5631-4068-91c5-2806df0f65bb
relation.isAuthorOfPublication.latestForDiscovery 5eb0a05e-38c7-4571-847a-8c1883879f97
relation.isOrgUnitOfPublication 28868d0c-e9a4-4de1-822f-c8df06d2086a
relation.isOrgUnitOfPublication 2457b9b3-3a3f-4c17-8674-7f874f030d96
relation.isOrgUnitOfPublication b20623fc-1264-4244-9847-a4729ca7508c
relation.isOrgUnitOfPublication.latestForDiscovery 28868d0c-e9a4-4de1-822f-c8df06d2086a

Files

Original bundle

Now showing 1 - 1 of 1
No Thumbnail Available
Name:
4750.pdf
Size:
1.18 MB
Format:
Adobe Portable Document Format
Description:
Tam Metin / Full Text