Municipal Solid Waste Landfill Site Selection: Integrating Multi-Criteria Decision-Making Methods and Mathematical Modelling - A Case Study

Yıl 2025, Cilt: 15 Sayı: 1, 147 - 158, 01.03.2025

Onur Derse , Elifcan Göçmen Polat

https://doi.org/10.21597/jist.1463200

Öz

Increasing solid waste amount arisen from the urbanization and population growth is an inevitable outcome in many countries. Solid waste has become one of the serious environmental problems and peculiar solid waste pathways are required to prevent contamination of environment. The optimal planning of the waste management should comprise the operations such as minimization, collection, landfilling and recycling of the waste. Also, location selection for landfill of municipal solid waste (MSW) is an effective step even essential, due to growing area shortage for waste disposal. In this respect, landfilling of MSW has been addressed in Tunceli, Turkey using an integrated approach. The Fuzzy Analytical Hierarchy Process (Fuzzy-AHP), a multi-criteria decision-making (MCDM) method, is utilized to decide the weights of the environmental, technical, economic, and social criteria regarding uncertainty. Then, the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) is conducted to rank the alternative landfill districts. Finally, the sub locations of selected district are mathematical modelled regarding transport cost, investment cost and demand with an integer linear programming model. The computational results indicate the proposed method effectiveness with a systematic approach by integrating MCDM and mathematical modelling.

Anahtar Kelimeler

Landfilling of municipal solid waste, MCDM, Fuzzy-AHP, TOPSIS, Location selection

Kaynakça

• Alfaia, R. G. D. S. M., Costa, A. M., & Campos, J. C. (2017). Municipal solid waste in Brazil: A review. Waste Management & Research, 35(12), 1195-1209.
• Ali, S. A., Parvin, F., Al-Ansari, N., Pham, Q. B., Ahmad, A., Raj, M. S., & Thai, V. N. (2021). Sanitary landfill site selection by integrating AHP and FTOPSIS with GIS: a case study of Memari Municipality, India. Environmental Science and Pollution Research, 28(6), 7528-7550.
• Aliahmadi, S. Z., Barzinpour, F., & Pishvaee, M. S. (2020). A fuzzy optimization approach to the capacitated node-routing problem for municipal solid waste collection with multiple tours: A case study. Waste Management & Research, 38(3), 279-290.
• Asefi, H., & Lim, S. (2017). A novel multi-dimensional modeling approach to integrated municipal solid waste management. Journal of Cleaner Production, 166, 1131-1143.
• Ayvaz-Cavdaroglu, N., Coban, A., & Firtina-Ertis, I. (2019). Municipal solid waste management via mathematical modeling: A case study in Istanbul, Turkey. Journal Of Environmental Management, 244, 362-369.
• Bertanza, G., Ziliani, E., & Menoni, L. (2018). Techno-economic performance indicators of municipal solid waste collection strategies. Waste Management, 74, 86-97.
• Beskese, A., Demir, H. H., Ozcan, H. K., & Okten, H. E. (2015). Landfill site selection using fuzzy AHP and fuzzy TOPSIS: a case study for Istanbul. Environmental Earth Sciences, 73(7), 3513-3521.
• Bilgilioglu, S. S., Gezgin, C., Orhan, O., & Karakus, P. (2021). A GIS-based multi-criteria decision-making method for the selection of potential municipal solid waste disposal sites in Mersin, Turkey. Environmental Science and Pollution Research, 1-17.
• Chang, D. Y., 1996. Applications of the Extent Analysis Method on Fuzzy AHP. European Journal of Operational Research, 95(3),649-655.
• Cheng, C., & Thompson, R. G. (2016). Application of boolean logic and GIS for determining suitable locations for Temporary Disaster Waste Management Sites. International Journal of Disaster Risk Reduction, 20, 78-92.
• Darmian, S. M., Moazzeni, S., & Hvattum, L. M. (2020). Multi-objective sustainable location-districting for the collection of municipal solid waste: Two case studies. Computers & Industrial Engineering, 150, 106965.
• Demesouka, O. E., Vavatsikos, A. P., & Anagnostopoulos, K. P. (2013). Suitability analysis for siting MSW landfills and its multicriteria spatial decision support system: method, implementation, and case study. Waste Management, 33(5), 1190-1206.
• Derse, O., & Göçmen, E. (2019). Transportation mode choice using fault tree analysis and mathematical modeling approach. Journal of Transportation Safety & Security, 1-19.
• Ekmekçioğlu, M., Kaya, T., & Kahraman, C. (2010). Fuzzy multicriteria disposal method and site selection for municipal solid waste. Waste Management, 30(8-9), 1729-1736.
• Eskandari, M., Homaee, M., & Mahmodi, S. (2012). An integrated multi criteria approach for landfill siting in a conflicting environmental, economical and socio-cultural area. Waste Management, 32(8), 1528-1538.
• Ghiani, G., Laganà, D., Manni, E., Musmanno, R., & Vigo, D. (2014). Operations research in solid waste management: A survey of strategic and tactical issues. Computers & Operations Research, 44, 22-32.
• Gomez, G., Meneses, M., Ballinas, L., & Castells, F. (2008). Characterization of urban solid waste in Chihuahua, Mexico. Waste Management, 28(12), 2465-2471.
• Göçmen, E. (2020). Linear programming with fuzzy parameters for inventory routing problem in effective management of personal protective equipment: a case study of corona virus disease 2019. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 1-15.
• Gumus, A. T. (2009). Evaluation of hazardous waste transportation firms by using a two step fuzzy-AHP and TOPSIS methodology. Expert systems with applications, 36(2), 4067-4074.
• Hazra, T., & Goel, S. (2009). Solid waste management in Kolkata, India: Practices and challenges. Waste Management, 29(1), 470-478.
• Higgs, G. (2006). Integrating multi-criteria techniques with geographical information systems in waste facility location to enhance public participation. Waste Management & Research, 24(2), 105-117.
• Hwang, C. L., Yoon, P., (1981), Multiple Attribute Decision Making In: Lecture Notes in Economics and Mathematical Systems, Springer-Verlag-Berlin.
• Jaunich, M. K., Levis, J. W., DeCarolis, J. F., Gaston, E. V., Barlaz, M. A., Bartelt-Hunt, S. L., ... & Jaikumar, R. (2016). Characterization of municipal solid waste collection operations. Resources, Conservation and Recycling, 114, 92-102.
• Joshi, R., & Ahmed, S. (2016). Status and challenges of municipal solid waste management in India: A review. Cogent Environmental Science, 2(1), 1139434.
• Karasan, A., Ilbahar, E., & Kahraman, C. (2019). A novel pythagorean fuzzy AHP and its application to landfill site selection problem. Soft Computing, 23(21), 10953-10968.
• Kharat, M. G., Kamble, S. J., Raut, R. D., Kamble, S. S., & Dhume, S. M. (2016). Modeling landfill site selection using an integrated fuzzy MCDM approach. Modeling Earth Systems and Environment, 2(2), 53.
• Lee, C. K. M., Yeung, C. L., Xiong, Z. R., & Chung, S. H. (2016). A mathematical model for municipal solid waste management–A case study in Hong Kong. Waste management, 58, 430-441.
• Liu, Y., Ge, Y., Xia, B., Cui, C., Jiang, X., & Skitmore, M. (2019). Enhancing public acceptance towards waste-to-energy incineration projects: Lessons learned from a case study in China. Sustainable Cities and Society, 48, 101582.
• Makonyo, M., & Msabi, M. M. (2021). Potential landfill sites selection using GIS-based multi-criteria decision analysis in Dodoma capital city, central Tanzania. GeoJournal, 1-31.
• Minghua, Z., Xiumin, F., Rovetta, A., Qichang, H., Vicentini, F., Bingkai, L., ... & Yi, L. (2009). Municipal solid waste management in Pudong new area, China. Waste Management, 29(3), 1227-1233.
• Monzambe, G. M., Mpofu, K., & Daniyan, I. A. (2021). Optimal location of landfills and transfer stations for municipal solid waste in developing countries using non-linear programming. Sustainable Futures, 3, 100046.
• Mora, C., Manzini, R., Gamberi, M., & Cascini, A. (2014). Environmental and economic assessment for the optimal configuration of a sustainable solid waste collection system: a ‘kerbside’ case study. Production Planning & Control, 25(9), 737-761.
• Münster, M., & Meibom, P. (2011). Optimization of use of waste in the future energy system. Energy, 36(3), 1612-1622.
• Guerrero, L. A., Maas, G., & Hogland, W. (2013). Solid waste management challenges for cities in developing countries. Waste Management, 33(1), 220-232.
• Pires, A., Chang, N. B., & Martinho, G. (2011). An AHP-based fuzzy interval TOPSIS assessment for sustainable expansion of the solid waste management system in Setúbal Peninsula, Portugal. Resources, Conservation and Recycling, 56(1), 7-21.
• Polat, E. G. (2021). Medical waste management during coronavirus disease 2019 pandemic at the city level. International Journal of Environmental Science and Technology, 1-12.
• Rabbani, M., Mokhtarzadeh, M., & Farrokhi-Asl, H. (2018). A new mathematical model for designing a municipal solid waste system considering environmentally issues. International Journal of Supply and Operations Management, 5(3), 234-255.
• Rathi, S. (2006). Alternative approaches for better municipal solid waste management in Mumbai, India. Waste Management, 26(10), 1192-1200.
• Rathi, S. (2007). Optimization model for integrated municipal solid waste management in Mumbai, India. Environment and Development Economics, 12(1), 105-121.
• Ren, L., Zhang, Y., Wang, Y., & Sun, Z. (2007). Comparative analysis of a novel M-TOPSIS method and TOPSIS. Applied Mathematics Research eXpress, 2007.
• Republic of Turkey Ministry of Agriculture and Forestry, Tunceli Directorate of Provincial Agriculture and Forestry, URL: https://tunceli.tarimorman.gov.tr/pdf.
• Saaty, T. L., 1980. The Analytic Hierarchy Process: Planning, Priority Setting Resource Allocation. McGraw-Hill, New York.
• Salvia, M., Cosmi, C., Macchiato, M., & Mangiamele, L. (2002). Waste management system optimisation for Southern Italy with MARKAL model. Resources, Conservation and Recycling, 34(2), 91-106.
• Seyring, N., Dollhofer, M., Weißenbacher, J., Bakas, I., & McKinnon, D. (2016). Assessment of collection schemes for packaging and other recyclable waste in European Union-28 Member States and capital cities. Waste Management & Research, 34(9), 947-956.
• Shariati, S., Yazdani-Chamzini, A., Salsani, A., & Tamošaitienė, J. (2014). Proposing a new model for waste dump site selection: Case study of Ayerma Phosphate Mine. Engineering Economics, 25(4), 410-419.
• Shukla, A., Agarwal, P., Rana, R. S., Purohit, R. (2017). Applications of TOPSIS Algorithm on Various Manufacturing Processes: A Review. Materials Today: Proceedings, 4(4), 5320-5329.
• Singh, A. (2019). Solid waste management through the applications of mathematical models. Resources, Conservation and Recycling, 151, 104503.
• Singh, N., Tang, Y., & Ogunseitan, O. A. (2020). Environmentally sustainable management of used personal protective equipment. Environmental Science & Technology, 54(14), 8500-8502.
• Sujauddin, M., Huda, S. M. S., & Hoque, A. R. (2008). Household solid waste characteristics and management in Chittagong, Bangladesh. Waste Management, 28(9), 1688-1695.
• Tunceli Governorship, URL: http://www.tunceli.gov.tr/ilcelerimiz, Accessed date: 30.10.2023
• Tunceli Province 2019 Environmental Report, Republic of Turkey, Tunceli Governorship, Provincial Directorate of Environment and Urban Management, URL:https://webdosya.csb.gov.tr/db/ced). /contents/2019_tuncel-_cdr-20200716125254.pdf
• Valizadeh, J. (2020). A novel mathematical model for municipal waste collection and energy generation: case study of Kermanshah city. Management of Environmental Quality: An International Journal.
• Xue, W., Cao, K., & Li, W. (2015). Municipal solid waste collection optimization in Singapore. Applied Geography, 62, 182-190.
• Weng, Y. C., Fujiwara, T., Houng, H. J., Sun, C. H., Li, W. Y., & Kuo, Y. W. (2015). Management of landfill reclamation with regard to biodiversity preservation, global warming mitigation and landfill mining: Experiences from the Asia–Pacific region. Journal of Cleaner Production, 104, 364-373.
• Yousefloo, A., & Babazadeh, R. (2020). Designing an integrated municipal solid waste management network: A case study. Journal of Cleaner Production, 244, 118824.
• Tınmaz, E., & Demir, I. (2006). Research on solid waste management system: to improve existing situation in Corlu Town of Turkey. Waste management, 26(3), 307-314
• Zadeh, L. A., (1965). Information and Control. Fuzzy Sets, 8(3):338-353.
• Zamorano, M., Molero, E., Hurtado, A., Grindlay, A., & Ramos, A. (2008). Evaluation of a municipal landfill site in Southern Spain with GIS-aided methodology. Journal Of Hazardous Materials, 160(2-3), 473-481.
• Zarin, R., Azmat, M., Naqvi, S. R., Saddique, Q., & Ullah, S. (2021). Landfill site selection by integrating fuzzy logic, AHP, and WLC method based on multi-criteria decision analysis. Environmental Science and Pollution Research, 28(16), 19726-19741.