Waste collection and transport optimization in accordance with zero waste principles of Karaman province in Türkiye

Abstract

The zero waste approach introduces a novel perspective on waste management, allowing for the categorization of waste at its origin. This enables each identified waste group to be assessed and optimized individually. One of these optimization studies focuses on the optimization of waste collection and transportation. The placement and number of containers, as well as the collection routes of vehicles, are crucial for optimizing these processes. In this study, the number of containers placed in Karaman, their placement, the distance between the containers, and the vehicle route optimization were analyzed. The results show that the current number of containers is not used efficiently, with an average distance of only 33 meters between them. Moreover, optimizing routes in five pilot areas resulted in an average efficiency gain of 32%, which saved 17 kilometers, 50 minutes, and 8 liters of fuel per route. Based on these findings, a 32% improvement is anticipated not only in economic and time efficiency but also in reducing the carbon footprint during the collection and transportation stages.

Keywords

• Container Placement
• Collection and Transport Optimization
• Integrated Zero Waste
• Karaman

References

1. K. Ulaşlı, “Geri kazanılabilir atıkların yönetimi ve sıfır atık projesi uygulamaları: Kadıköy Belediyesi,” [Yüksek lisans tezi], Hasan Kalyoncu Üniversitesi Fen Bilimleri Enstitüsü, 2018. [Turkish]
2. S. Cengiz, “Konya ili katı atık toplama sisteminin benzetilmiş tavlama algoritması ile optimizasyonu,” [Yüksek lisans tezi], Necmettin Erbakan Üniversitesi Fen Bilimleri Enstitüsü, 2022. [Turkish]
3. A. İ. Karabulut, P. Derin, M. İ. Yeşilnacar, and G. B. Börekçi, “Optimal route selection using network analysis in terms of time, cost and fuel savings: The case of İskenderun, Türkiye,” Environmental Research and Technology, Vol. 6(4), pp. 332–339, 2023. [CrossRef]
4. Çevre Koruma ve Ambalaj Atıklarını Değerlendirme Vakfı (ÇEVKO), “2018 Yeşil Nokta Sanayi Ödülleri Başlıyor,” Çevko Dönüşüm Dergisi, pp. 1–33, 2018. [Turkish]
5. G. Tchobanoglous, H. Theisen, and R. Eliassen, “Solid wastes: Engineering principles and management issues,” McGraw-Hill, 1977.
6. M. Özmen, “Akıllı şehirlerde çöp toplama sisteminin genetik algoritma ile eniyilemesi,” [Yüksek lisans tezi], İstanbul Kültür Üniversitesi Lisansüstü Eğitim Enstitüsü Bilgisayar Mühendisliği Ana Bilim Dalı Bilgisayar Mühendisliği Bilim Dalı, 2021.
7. O. Rızvanoğlu, S. Kaya, M. Ulukavak, and M. İ. Yeşilnacar, “Optimization of municipal solid waste collection and transportation routes, through linear programming and geographic information system: a case study from Şanlıurfa, Turkey,” Environmental Monitoring and Assessment, Vol. 192, pp. 1–12. 2020. [CrossRef]
8. F. R. McDougall, and P. White, “Integrated solid waste management: A life cycle inventory,” Blackwell Science, 2001. [CrossRef]

9. S. Sakai, S. E. Sawell, A. J. Chandler, T. T. Eighmy, D. S. Kosson, J. Vehlow, H. A. Sloot, and O. Hjelmar, “World trends in municipal solid waste management,” Waste Management, Vol. 16, Article 341, 1996. [CrossRef]
10. K. M. Yenice, Ç. Ş. Doğruparmak, and E. Durmuşoğlu, “Kocaeli ili katı atık karekterizasyonu,” Türkiyede Katı Atık Yönetimi Sempozyumu, TÜRKAY, Kocaeli. 2009.
11. H. Pamukçu, P. S. Yapıcıoğlu, and M. İ. Yeşilnacar, “Investigating the mitigation of greenhouse gas emissions from municipal solid waste management using ant colony algorithm, Monte Carlo simulation and LCA approach in terms of EU Green Deal,” Waste Management Bulletin, Vol. 1(2), pp. 6–14, 2023. [CrossRef]
12. Çevre ve Şehircilik Bakanlığı, “Atık Toplama Miktarı ve Maliyeti %50 Düşürülebilir,” Ankara, 2017.
13. A. Kemirtlek, “Entegre Katı Atık Yönetimi,” İSTAÇ A.Ş., İstanbul. 2005.
14. U. Dereci, “Katı Atık toplama rota optimizasyonu: Ümraniye ilçesi örneği,” [Doctoral dissertation], İstanbul Medeniyet Üniversitesi Lisansüstü Eğitim Enstitüsü Mühendislik Yönetimi Anabilim Dalı, 2022. [Turkish]
15. Ş. İrdemez, M. Yıldırım, K. U. L. Sinan, F. E. Torun, and Z. Bingül, “Erzurum-Palandöken katı atık toplama-taşıma sisteminin CBS destekli optimizasyonu,” Kent Akademisi, Vol. 14(3), pp. 687–704. 2021. [CrossRef]
16. M. Gümüş, E. H. Özder, E. Hatınoğlu, and U. Ayşe, “Route optimization in the collection of recycling wastes: An application in Alanya district,” Journal of Turkish Operations Management, Vol. 6(1), pp. 1102–1112, 2022. [Turkish]
17. M. E. Çakır, “Katı atık verilerinin CBS ile değerlendirilmesi: Suruç (Şanlıurfa) örneği,” [Yüksek lisans tezi], Harran Üniversitesi Fen Bilimleri Enstitüsü, 2018. [Turkish]
18. Ö. Apaydın, “Trabzon şehri için katı atık yönetim alternatiflerinin coğrafi bilgi sistemi (CBS) destekli optimizasyonu,” [Doctorial thesis], Graduate School of Science and Engineering, Yıldız Technical University, 2004. [Turkish]
19. A. Furugi, “A mathematical model for routing medical waste collection vehicles: an application in Samsun,” Journal of Turkish Operations Management, Vol. 5(2), pp. 862–871, 2021. [Turkish]
20. P. Kumar, A. Gacem, M. T. Ahmad, V. K. Yadav, S. Singh, K. K. Yadav, and M. M. Cabral-Pinto, “Environmental and human health implications of metal (loid) s: Source identification, contamination, toxicity, and sustainable clean-up technologies,” Frontiers in Environmental Science, Vol. 10, Article 949581, 2022. [CrossRef]
21. M. Ziliotto, B. Kulmann-Leal, A. Roitman, J. A. Bogo Chies, and J. H. Ellwanger, “Pesticide pollution in the Brazilian pampa: Detrimental impacts on ecosystems and human health in a neglected biome,” Pollutants, Vol. 3(2), pp. 280–292, 2023. [CrossRef]
22. M. Plutino, E. Bianchetto, A. Durazzo, M. Lucarini, L. Lucini, and I. Negri, “Rethinking the connections between ecosystem services, pollinators, pollution, and health: focus on air pollution and its impacts,” International Journal of Environmental Research and Public Health, Vol. 19(5), Article 2997, 2022. [CrossRef]
23. M. Shahid, M. Nadeem, and H. F. Bakhat, “Environmental toxicology and associated human health risks,” Environmental Science and Pollution Research, Vol. 27, pp. 39671–39675, 2020. [CrossRef]
24. I. R. Abubakar, K. M. Maniruzzaman, U. L. Dano, F. S. AlShihri, M. S. AlShammari, S. M. S. Ahmed, ... and T. I. Alrawaf, “Environmental sustainability impacts of solid waste management practices in the global South,” International Journal of Environmental Research and Public Health, Vol. 19(19), Article 12717, 2022. [CrossRef]
25. M. Alwaeli, “Costs and cost-effectiveness of waste recycling,” Czasopismo Techniczne Chemia, Vol. 105(2-Ch), pp. 54–60, 2008.
26. H. Yang, M. Ma, J. R. Thompson, and R. J. Flower, “Waste management, informal recycling, environmental pollution and public health,” Journal of Epidemiology and Community Health, Vol. 72(3), pp. 237–243, 2018. [CrossRef]
27. L. Gui, “Recycling infrastructure development under extended producer responsibility in developing economies,” Production and Operations Management, Vol. 29(8), pp. 1858–1877, 2020. [CrossRef]
28. K. Bhuvaneshwari, and P. L. Sivakami, “Infrastructure and environmental issues-solid waste management,” Asian Journal of Research in Social Sciences and Humanities, Vol. 1(4), pp. 336–341, 2011.
29. D. Kim, S. Lee, M. Park, K. Lee, and D. Y. Kim, “Designing of reverse vending machine to improve its sorting efficiency for recyclable materials for its application in convenience stores,” Journal of the Air & Waste Management Association, Vol. 71(10), pp. 1312–1318, 2021. [CrossRef]
30. S. Fujii, K. Matsuda, and S. Uesugi, “Improving the Efficiency of Waste Collection by Utilizing Digital Transformation,” In 2022 9th International Conference on Behavioural and Social Computing (BESC) (pp. 1–7), IEEE, 2022. [CrossRef]
31. G. Liu, and Z. Chen, “Increasing waste recycling efficiency in Mega cities: A new recycling mode in Southeast China,” Academic Journal of Business & Management, Vol. 3(7), pp. 28–41, 2021. [CrossRef]