IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i12p2812-d189504.html
   My bibliography  Save this article

Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area

Author

Listed:
  • Jing Liang

    (School of Biology and Environment, Nanjing Polytechnic Institute, Nanjing 210048, China)

  • Ming Liu

    (School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)

Abstract

Garbage collection is an important part of municipal engineering. An effective service network design can help to reduce the municipal operation cost and improve its service level. In this paper, we propose an optimization model for the network design of municipal solid waste (MSW) collection in the Nanjing Jiangbei new area. The problem was formulated as a mixed integer nonlinear programming (MINLP) model with an emphasis on minimizing the annual operation cost. The model simultaneously decides on the optimal number of refuse transfer stations (RTSs), determines the relative size and location for each RTS, allocates each community to a specific RTS, and finally identifies the annual operation cost and service level for the optimal scenario as well as other scenarios. A custom solution procedure which hybrids an enumeration rule and a genetic algorithm was designed to solve the proposed model. A sensitivity analysis was also conducted to illustrate the impact of changes in parameters on the optimality of the proposed model. Test results revealed that our model could provide tangible policy recommendations for managing the MSW collection.

Suggested Citation

  • Jing Liang & Ming Liu, 2018. "Network Design for Municipal Solid Waste Collection: A Case Study of the Nanjing Jiangbei New Area," IJERPH, MDPI, vol. 15(12), pages 1-15, December.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:12:p:2812-:d:189504
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/12/2812/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/15/12/2812/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nachalida Yukalang & Beverley Clarke & Kirstin Ross, 2017. "Barriers to Effective Municipal Solid Waste Management in a Rapidly Urbanizing Area in Thailand," IJERPH, MDPI, vol. 14(9), pages 1-23, September.
    2. Gottinger, Hans W., 1988. "A computational model for solid waste management with application," European Journal of Operational Research, Elsevier, vol. 35(3), pages 350-364, June.
    3. Chang, Ni-Bin & Wang, S.F., 1997. "A fuzzy goal programming approach for the optimal planning of metropolitan solid waste management systems," European Journal of Operational Research, Elsevier, vol. 99(2), pages 303-321, June.
    4. Emmanuel Kazuva & Jiquan Zhang & Zhijun Tong & Alu Si & Li Na, 2018. "The DPSIR Model for Environmental Risk Assessment of Municipal Solid Waste in Dar es Salaam City, Tanzania," IJERPH, MDPI, vol. 15(8), pages 1-30, August.
    5. Eiselt, H.A. & Marianov, Vladimir, 2014. "A bi-objective model for the location of landfills for municipal solid waste," European Journal of Operational Research, Elsevier, vol. 235(1), pages 187-194.
    6. Wirasinghe, S. C. & Waters, N. M., 1983. "An approximate procedure for determining the number, capacities and locations of solid waste transfer-stations in an urban region," European Journal of Operational Research, Elsevier, vol. 12(1), pages 105-111, January.
    7. Nachalida Yukalang & Beverley Clarke & Kirstin Ross, 2018. "Solid Waste Management Solutions for a Rapidly Urbanizing Area in Thailand: Recommendations Based on Stakeholder Input," IJERPH, MDPI, vol. 15(7), pages 1-23, June.
    8. Kirca, Omer & Erkip, Nesim, 1988. "Selecting transfer station locations for large solid waste systems," European Journal of Operational Research, Elsevier, vol. 35(3), pages 339-349, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marco Boresta & Anna Livia Croella & Claudio Gentile & Laura Palagi & Diego Maria Pinto & Giuseppe Stecca & Paolo Ventura, 2024. "Optimal Network Design for Municipal Waste Management: Application to the Metropolitan City of Rome," Logistics, MDPI, vol. 8(3), pages 1-15, August.
    2. Xueliang Yuan & Xiaohan Fan & Jiaxin Liang & Mengyue Liu & Yuqiang Teng & Qiao Ma & Qingsong Wang & Ruimin Mu & Jian Zuo, 2019. "Public Perception towards Waste-to-Energy as a Waste Management Strategy: A Case from Shandong, China," IJERPH, MDPI, vol. 16(16), pages 1-15, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Eiselt, H.A., 2007. "Locating landfills--Optimization vs. reality," European Journal of Operational Research, Elsevier, vol. 179(3), pages 1040-1049, June.
    2. E D Adamides & P Mitropoulos & I Giannikos & I Mitropoulos, 2009. "A multi-methodological approach to the development of a regional solid waste management system," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(6), pages 758-770, June.
    3. Barbara De Rosa & Gennaro Improta & Gianpaolo Ghiani & Roberto Musmanno, 2002. "The Arc Routing and Scheduling Problem with Transshipment," Transportation Science, INFORMS, vol. 36(3), pages 301-313, August.
    4. Qing Yang & Lingmei Fu & Xingxing Liu & Mengying Cheng, 2018. "Evaluating the Efficiency of Municipal Solid Waste Management in China," IJERPH, MDPI, vol. 15(11), pages 1-23, November.
    5. Xu, Y. & Huang, G.H. & Qin, X.S. & Cao, M.F., 2009. "SRCCP: A stochastic robust chance-constrained programming model for municipal solid waste management under uncertainty," Resources, Conservation & Recycling, Elsevier, vol. 53(6), pages 352-363.
    6. Sandra L. Cobos-Mora & José Guamán-Aucapiña & Jonathan Zúñiga-Ruiz, 2023. "Suitable site selection for transfer stations in a solid waste management system using analytical hierarchy process as a multi-criteria decision analysis: a case study in Azuay-Ecuador," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1944-1977, February.
    7. Ishmael Onungwe & Dexter V. L. Hunt & Ian Jefferson, 2023. "Transition and Implementation of Circular Economy in Municipal Solid Waste Management System in Nigeria: A Systematic Review of the Literature," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    8. Miranda, Pablo A. & Blazquez, Carola A. & Vergara, Rodrigo & Weitzler, Sebastian, 2015. "A novel methodology for designing a household waste collection system for insular zones," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 227-247.
    9. Pati, Rupesh Kumar & Vrat, Prem & Kumar, Pradeep, 2008. "A goal programming model for paper recycling system," Omega, Elsevier, vol. 36(3), pages 405-417, June.
    10. Li, Y.P. & Huang, G.H. & Nie, S.L. & Qin, X.S., 2007. "ITCLP: An inexact two-stage chance-constrained program for planning waste management systems," Resources, Conservation & Recycling, Elsevier, vol. 49(3), pages 284-307.
    11. Lucía Salguero-Puerta & Juan Carlos Leyva-Díaz & Francisco Joaquín Cortés-García & Valentín Molina-Moreno, 2019. "Sustainability Indicators Concerning Waste Management for Implementation of the Circular Economy Model on the University of Lome (Togo) Campus," IJERPH, MDPI, vol. 16(12), pages 1-21, June.
    12. Sun, Y. & Huang, G.H. & Li, Y.P., 2010. "ICQSWM: An inexact chance-constrained quadratic solid waste management model," Resources, Conservation & Recycling, Elsevier, vol. 54(10), pages 641-657.
    13. Li, Jing-Quan & Borenstein, Denis & Mirchandani, Pitu B., 2008. "Truck scheduling for solid waste collection in the City of Porto Alegre, Brazil," Omega, Elsevier, vol. 36(6), pages 1133-1149, December.
    14. Erkut, Erhan & Karagiannidis, Avraam & Perkoulidis, George & Tjandra, Stevanus A., 2008. "A multicriteria facility location model for municipal solid waste management in North Greece," European Journal of Operational Research, Elsevier, vol. 187(3), pages 1402-1421, June.
    15. Li, Y.P. & Huang, G.H. & Nie, X.H. & Nie, S.L., 2008. "A two-stage fuzzy robust integer programming approach for capacity planning of environmental management systems," European Journal of Operational Research, Elsevier, vol. 189(2), pages 399-420, September.
    16. S A Gabriel & P Sahakij & M Ramirez & C Peot, 2007. "A multiobjective optimization model for processing and distributing biosolids to reuse fields," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(7), pages 850-864, July.
    17. Kawther Saeedi & Anna Visvizi & Dimah Alahmadi & Amal Babour, 2023. "Smart Cities and Households’ Recyclable Waste Management: The Case of Jeddah," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
    18. Min Zhou & Shasha Lu & Shukui Tan & Danping Yan & Guoliang Ou & Dianfeng Liu & Xiang Luo & Yanan Li & Lu Zhang & Zuo Zhang & Xiangbo Zhu, 2017. "A stochastic equilibrium chance-constrained programming model for municipal solid waste management of the City of Dalian, China," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 199-218, January.
    19. Feng Dai & Yi Chen, 2023. "Integrated dynamic municipal solid waste transfer station location decision study based on the dynamic MSW generation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6033-6047, July.
    20. Asif Iqbal & Abdullah Yasar & Abdul-Sattar Nizami & Rafia Haider & Faiza Sharif & Imran Ali Sultan & Amtul Bari Tabinda & Aman Anwer Kedwaii & Muhammad Murtaza Chaudhary, 2022. "Municipal Solid Waste Collection and Haulage Modeling Design for Lahore, Pakistan: Transition toward Sustainability and Circular Economy," Sustainability, MDPI, vol. 14(23), pages 1-39, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:15:y:2018:i:12:p:2812-:d:189504. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.