Optimization of Wastewater Treatment Systems for Growing Industrial Parks

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Date

2023

Authors

Savun-Hekimoğlu, B.
İşler, Z.
Hekimoğlu, M.
Burak, S.
Karlı, D.
Yücekaya, A.
Akpınar, E.

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Volume Title

Publisher

Elsevier B.V.

Open Access Color

Green Open Access

Yes

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No
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Top 10%
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Average
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Top 10%

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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.

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Keywords

Industrial parks, Industrial wastewater treatment, Long-term planning, Stochastic optimization, Industrial water treatment, Integer programming, Investments, Sewage pumping plants, Wastewater reclamation, Water recycling, Water treatment plants, Crucial functions, Industrial facilities, Industrial parks, Industrial wastewater treatment, Long term planning, Optimisations, Stochastic optimizations, Waste water treatment plants, Wastewater discharge, Wastewater treatment system, Wastewater treatment, future prospect, industrial district, investment, optimization, stochasticity, wastewater treatment, wastewater treatment plant, Article, controlled study, cost benefit analysis, economic aspect, empirical research, environmental factor, industrial area, industrial park, mathematical model, planning, process optimization, stochastic model, symbiosis, Turkey (republic), waste water recycling, waste water treatment plant, water flow, water loading (test), industrial area, Stochastic optimization, Long-term planning, Wastewater reclamation, Wastewater treatment, industrial district, Water loading (test), Waste water treatment plants, Turkey (republic), Mathematical model, Crucial functions, environmental factor, Cost benefit analysis, cost benefit analysis, stochastic model, Industrial wastewater treatment, Integer programming, Stochastic optimizations, waste water recycling, water loading (test), symbiosis, wastewater treatment, Future prospect, Water flow, Industrial facilities, Science parks, Long term planning, Optimisations, optimization, Water recycling, waste water treatment plant, Evolution, Empirical research, future prospect, water flow, Sewage pumping plants, Article, process optimization, Industrial district, controlled study, Investments, Innovation, Symbiosis, Water treatment plants, Wastewater discharge, Industrial parks, wastewater treatment plant, Stochasticity, stochasticity, Korea, investment, empirical research, Industrial park, Waste water recycling, Wastewater treatment system, economic aspect, Environmental factor, Industrial water treatment, Economic aspect, Stochastic model, Industrial area, industrial park, planning, Controlled study, mathematical model, Model, Process optimization

Fields of Science

Citation

WoS Q

Q1

Scopus Q

Q1
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OpenCitations Citation Count
17

Source

Science of the Total Environment

Volume

905

Issue

Start Page

167223

End Page

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Citations

CrossRef : 8

Scopus : 18

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Mendeley Readers : 29

SCOPUS™ Citations

19

checked on Feb 13, 2026

Page Views

8

checked on Feb 13, 2026

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5.09237394

Sustainable Development Goals

6

CLEAN WATER AND SANITATION
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9

INDUSTRY, INNOVATION AND INFRASTRUCTURE
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11

SUSTAINABLE CITIES AND COMMUNITIES
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RESPONSIBLE CONSUMPTION AND PRODUCTION
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