Publication: Municipal solid waste management via mathematical modeling: A case study in İstanbul, Turkey
| dc.contributor.author | Ayvaz-Cavdaroglu, Nur | |
| dc.contributor.author | Çoban, Aslı | |
| dc.contributor.author | Firtina-Ertis, Irem | |
| dc.contributor.institution | Ayvaz-Cavdaroglu, Nur, Kadir Has Üniversitesi, Istanbul, Turkey | |
| dc.contributor.institution | Çoban, Aslı, Department of Civil Engineering, Izmir Ekonomi Üniversitesi, Izmir, Turkey | |
| dc.contributor.institution | Firtina-Ertis, Irem, Department of Energy Systems Engineering, Bahçeşehir Üniversitesi, Istanbul, Turkey | |
| dc.date.accessioned | 2025-10-05T15:56:58Z | |
| dc.date.issued | 2019 | |
| dc.description.abstract | The prominence of managing municipal solid waste (MSW) in an efficient and effective manner is increasing from day to day. In this paper, the solid waste management (SWM) system of İstanbul is analyzed by applying the techniques from mathematical programming methodology. In this manner, the solutions of the two optimization problems which aim to minimize the total cost and the environmental effects of SWM, respectively, are presented in this study. Additionally, a sensitivity analysis is performed and a multi-objective problem that combines two problems is presented. In this regard, the application of five MSW management technologies which are currently in use in İstanbul on six waste components is analyzed, and the optimal solution regarding the best mixture of these technologies is developed on a given waste composition. Besides, this optimal solution is compared with the current practice in İstanbul, and recommendations are presented about possible future investments for the policymakers. The results of the study emphasize the importance of material recovery and incineration facilities to improve profitability and to minimize environmental side effects. In particular, material recovery facility (MRF) should be expanded to be able to treat all of metal, paper and plastic from a cost management perspective. Incineration (INC) facility should also be expanded in order to treat plastics or organic waste from a Greenhouse Gas (GHG) minimization perspective. In addition to this, landfill appears to be the most prominent treatment technique according to the current problem parameters. However, regarding the waste composition, the amount of organic waste must be decreased by more than 37% for other waste streams to be treated in different facilities other than landfill. Anaerobic digestion and composting facilities need to be more cost-effective for becoming economically feasible. The methodology represented in this study can be extended and generalized to other cities around the world once the correct problem parameters are specified. © 2023 Elsevier B.V., All rights reserved. | |
| dc.identifier.doi | 10.1016/j.jenvman.2019.05.065 | |
| dc.identifier.endpage | 369 | |
| dc.identifier.issn | 03014797 | |
| dc.identifier.issn | 10958630 | |
| dc.identifier.pubmed | 31129467 | |
| dc.identifier.scopus | 2-s2.0-85066444169 | |
| dc.identifier.startpage | 362 | |
| dc.identifier.uri | https://doi.org/10.1016/j.jenvman.2019.05.065 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14719/11007 | |
| dc.identifier.volume | 244 | |
| dc.language.iso | en | |
| dc.publisher | Academic Press | |
| dc.relation.source | Journal of Environmental Management | |
| dc.subject.authorkeywords | Mathematical Programming | |
| dc.subject.authorkeywords | Municipal Solid Waste Management | |
| dc.subject.authorkeywords | Optimization | |
| dc.subject.authorkeywords | Solid Waste | |
| dc.subject.authorkeywords | Anaerobic Digestion | |
| dc.subject.authorkeywords | Cost Effectiveness | |
| dc.subject.authorkeywords | Greenhouse Gases | |
| dc.subject.authorkeywords | Land Fill | |
| dc.subject.authorkeywords | Markov Processes | |
| dc.subject.authorkeywords | Metal Recovery | |
| dc.subject.authorkeywords | Municipal Solid Waste | |
| dc.subject.authorkeywords | Sensitivity Analysis | |
| dc.subject.authorkeywords | Case-studies | |
| dc.subject.authorkeywords | Municipal Solid Waste (msw) | |
| dc.subject.authorkeywords | Municipal Solid Waste Management | |
| dc.subject.authorkeywords | Optimal Solutions | |
| dc.subject.authorkeywords | Optimisations | |
| dc.subject.authorkeywords | Organic Wastes | |
| dc.subject.authorkeywords | Problem Parameters | |
| dc.subject.authorkeywords | Programming Methodology | |
| dc.subject.authorkeywords | Waste Composition | |
| dc.subject.authorkeywords | Mathematical Programming | |
| dc.subject.authorkeywords | Glass | |
| dc.subject.authorkeywords | Metal | |
| dc.subject.authorkeywords | Plastic | |
| dc.subject.authorkeywords | Cost Analysis | |
| dc.subject.authorkeywords | Greenhouse Gas | |
| dc.subject.authorkeywords | Incineration | |
| dc.subject.authorkeywords | Investment | |
| dc.subject.authorkeywords | Landfill | |
| dc.subject.authorkeywords | Linear Programing | |
| dc.subject.authorkeywords | Municipal Solid Waste | |
| dc.subject.authorkeywords | Numerical Model | |
| dc.subject.authorkeywords | Optimization | |
| dc.subject.authorkeywords | Policy Making | |
| dc.subject.authorkeywords | Profitability | |
| dc.subject.authorkeywords | Recovery Plan | |
| dc.subject.authorkeywords | Sensitivity Analysis | |
| dc.subject.authorkeywords | Waste Management | |
| dc.subject.authorkeywords | Anaerobic Digestion | |
| dc.subject.authorkeywords | Article | |
| dc.subject.authorkeywords | Composting | |
| dc.subject.authorkeywords | Cost Control | |
| dc.subject.authorkeywords | Cost Effectiveness Analysis | |
| dc.subject.authorkeywords | Environmental Impact | |
| dc.subject.authorkeywords | Mathematical Model | |
| dc.subject.authorkeywords | Organic Waste | |
| dc.subject.authorkeywords | Solid Waste Management | |
| dc.subject.authorkeywords | Turkey (republic) | |
| dc.subject.authorkeywords | City | |
| dc.subject.authorkeywords | Solid Waste | |
| dc.subject.authorkeywords | Turkey (bird) | |
| dc.subject.authorkeywords | Waste Disposal | |
| dc.subject.authorkeywords | Waste Disposal Facility | |
| dc.subject.authorkeywords | Istanbul [turkey] | |
| dc.subject.authorkeywords | Turkey | |
| dc.subject.authorkeywords | Cities | |
| dc.subject.authorkeywords | Refuse Disposal | |
| dc.subject.authorkeywords | Solid Waste | |
| dc.subject.authorkeywords | Waste Disposal Facilities | |
| dc.subject.authorkeywords | Waste Management | |
| dc.subject.indexkeywords | Anaerobic digestion | |
| dc.subject.indexkeywords | Cost effectiveness | |
| dc.subject.indexkeywords | Greenhouse gases | |
| dc.subject.indexkeywords | Land fill | |
| dc.subject.indexkeywords | Markov processes | |
| dc.subject.indexkeywords | Metal recovery | |
| dc.subject.indexkeywords | Municipal solid waste | |
| dc.subject.indexkeywords | Sensitivity analysis | |
| dc.subject.indexkeywords | Case-studies | |
| dc.subject.indexkeywords | Municipal solid waste (MSW) | |
| dc.subject.indexkeywords | Municipal solid waste management | |
| dc.subject.indexkeywords | Optimal solutions | |
| dc.subject.indexkeywords | Optimisations | |
| dc.subject.indexkeywords | Organic wastes | |
| dc.subject.indexkeywords | Problem parameters | |
| dc.subject.indexkeywords | Programming methodology | |
| dc.subject.indexkeywords | Waste composition | |
| dc.subject.indexkeywords | Mathematical programming | |
| dc.subject.indexkeywords | glass | |
| dc.subject.indexkeywords | metal | |
| dc.subject.indexkeywords | plastic | |
| dc.subject.indexkeywords | cost analysis | |
| dc.subject.indexkeywords | greenhouse gas | |
| dc.subject.indexkeywords | incineration | |
| dc.subject.indexkeywords | investment | |
| dc.subject.indexkeywords | landfill | |
| dc.subject.indexkeywords | linear programing | |
| dc.subject.indexkeywords | municipal solid waste | |
| dc.subject.indexkeywords | numerical model | |
| dc.subject.indexkeywords | optimization | |
| dc.subject.indexkeywords | policy making | |
| dc.subject.indexkeywords | profitability | |
| dc.subject.indexkeywords | recovery plan | |
| dc.subject.indexkeywords | sensitivity analysis | |
| dc.subject.indexkeywords | waste management | |
| dc.subject.indexkeywords | anaerobic digestion | |
| dc.subject.indexkeywords | Article | |
| dc.subject.indexkeywords | composting | |
| dc.subject.indexkeywords | cost control | |
| dc.subject.indexkeywords | cost effectiveness analysis | |
| dc.subject.indexkeywords | environmental impact | |
| dc.subject.indexkeywords | mathematical model | |
| dc.subject.indexkeywords | organic waste | |
| dc.subject.indexkeywords | solid waste management | |
| dc.subject.indexkeywords | Turkey (republic) | |
| dc.subject.indexkeywords | city | |
| dc.subject.indexkeywords | solid waste | |
| dc.subject.indexkeywords | turkey (bird) | |
| dc.subject.indexkeywords | waste disposal | |
| dc.subject.indexkeywords | waste disposal facility | |
| dc.subject.indexkeywords | Istanbul [Turkey] | |
| dc.subject.indexkeywords | Turkey | |
| dc.subject.indexkeywords | Cities | |
| dc.subject.indexkeywords | Refuse Disposal | |
| dc.subject.indexkeywords | Solid Waste | |
| dc.subject.indexkeywords | Waste Disposal Facilities | |
| dc.subject.indexkeywords | Waste Management | |
| dc.title | Municipal solid waste management via mathematical modeling: A case study in İstanbul, Turkey | |
| dc.type | Article | |
| dcterms.references | Assamoi, Bernadette, The environmental comparison of landfilling vs. incineration of MSW accounting for waste diversion, Waste Management, 32, 5, pp. 1019-1030, (2012), Badran, Mohamed Fathy, Optimization of municipal solid waste management in Port Said - Egypt, Waste Management, 26, 5, pp. 534-545, (2006), Ojeda-Benítez, Sara Ojeda, Mathematical modeling to predict residential solid waste generation, Waste Management, 28, SUPPL. 1, pp. S7-S13, (2008), Berkün, Mehmet, Disposal of solid waste in Istanbul and along the Black Sea coast of Turkey, Waste Management, 25, 8, pp. 847-855, (2005), Multiobjective Optimization Interactive and Evolutionary Approaches, (2008), Calabrò, Paolo S., Greenhouse gases emission from municipal waste management: The role of separate collection, Waste Management, 29, 7, pp. 2178-2187, (2009), Dai, Chao, A two-stage support-vector-regression optimization model for municipal solid waste management - A case study of Beijing, China, Journal of Environmental Management, 92, 12, pp. 3023-3037, (2011), Demir, Goksel, Solid waste collection route optimisation by geographical information system in Fatih, Istanbul, Turkey, International Journal of Global Warming, 11, 3, pp. 263-272, (2017), Eschenroeder, Alan Q., Greenhouse gas dynamics of municipal solid waste alternatives, Journal of the Air and Waste Management Association, 51, 10, pp. 1423-1427, (2001), Naval Research Logistics Quarterly, (1955) | |
| dspace.entity.type | Publication | |
| local.indexed.at | Scopus | |
| person.identifier.scopus-author-id | 57190976811 | |
| person.identifier.scopus-author-id | 35519287800 | |
| person.identifier.scopus-author-id | 57194160199 |
