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A multi-objective location-allocation optimization for sustainable management of municipal solid waste

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Abstract

The location problem of treatment and service facilities in municipal solid waste (MSW) management system is of significant importance due to the socioeconomic and environmental concerns. The consideration of waste treatment costs, environmental impact, greenhouse gas (GHG) emissions, social fairness as well as other relevant aspects should be simultaneously taken into account when a MSW management system is planned. Development of sophisticated decision support tools for planning MSW management system in an economic-efficient and environmental friendly manner is therefore important. In this paper, a general multi-objective location-allocation model for optimally managing the interactions among those conflicting factors in MSW management system is proposed. The model is comprised of a three-stage conceptual framework and a mixed integer mathematical programming. The inclusion of environmental impact and GHG emission objectives push the output of the model tightening toward more environmentally friendly and sustainable solutions in MSW management. The application of this model is demonstrated through an illustrative example, and the computational efficiency of the programming is also tested through a set of incremental parameters. Latter in this paper, a comparison with previous case studies of MSW system design is presented in order to show the applicability and adaptability of the generic model in practical decision-making process, and the perspectives of future study are also discussed.

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References

  • Achillas C, Moussiopoulos N, Karagiannidis A, Banias G, Perkoulidis G (2013) The use of multi-criteria decision analysis to tackle waste management problems: a literature review. Waste Manag Res 31(2):115–129

    Article  Google Scholar 

  • Alcada-Almeida L, Coutinho-Rodrigues J, Current J (2009) A multiobjective modeling approach to locating incinerators. Socio-Econ Plan Sci 43:111–120

    Article  Google Scholar 

  • Alumur S, Kara BY (2007) A new model for the hazardous waste location-routing problem. Comput Oper Res 34:1406–1423

    Article  Google Scholar 

  • Badran MF, El-Haggar SM (2006) Optimization of municipal solid waste management in Port Said—Egypt. Waste Manag 26:534–545

    Article  CAS  Google Scholar 

  • Bautista J, Pereira J (2006) Modeling the problem of locating collection areas for urban waste management. an application to the metropolitan area of Barcelona. Omega 34:617–629

    Article  Google Scholar 

  • Caruso C, Colorni A, Paruccini M (1993) The regional urban solid waste management system: a modeling approach. Eur J Oper Res 70:16–30

    Article  Google Scholar 

  • Chadderton C, Foran CM, Rodriguez G, Gilbert D, Cosper SD, Linkov I (2017) Decision support for selection of food waste technologies at military installations. J Clean Prod 141:267–277

    Article  Google Scholar 

  • Chen YJ, Sheu JB, Lirn TC (2012) Fault tolerance modeling for en e-waste recycling supply chain. Transp Res Part E 48:897–906

    Article  Google Scholar 

  • Consonni S, Giugliano M, Massarutto A, Ragazzi M, Saccani C (2011) Material and energy recovery in integrated waste management systems: Project overview and main results. Waste Manag 31:2057–2065

    Article  Google Scholar 

  • Das I, Dennis JE (1997) A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problems. Struct Optim 14(1):63–69

    Article  Google Scholar 

  • Economopoulou MA, Economopoulou AA, Economopoulos AP (2013) A methodology for optimal MSW management, with an application in the waste transportation of Attica Region, Greece. Waste Manag 33:2177–2187

    Article  CAS  Google Scholar 

  • Eiselt HA (2007) Locating landfills—optimization vs. reality. Eur J Oper Res 179:1040–1049

    Article  Google Scholar 

  • Eiselt HA, Marianov V (2014) A bi-objective model for the location of landfills for municipal solid waste. Eur J Oper Res 235(1):187–194

    Article  Google Scholar 

  • Elhedhli S, Merrick R (2012) Green supply chain network design to reduce carbon emissions. Transp Res Part D 17:370–379

    Article  Google Scholar 

  • Erkut E, Neuman S (1989) Analytical models for locating undesirable facilities. Eur J Oper Res 40:275–291

    Article  Google Scholar 

  • Erkut E, Karagiannidis A, Perkoulidis G, Tjandra SA (2008) A multicriteria facility location model for municipal solid waste management in North Greece. Eur J Oper Res 187:1402–1421

    Article  Google Scholar 

  • Fehr M, Arantes CA (2015) Making a case for recycling biodegradable municipal waste. Environ Syst Decis 35:483–489

    Article  Google Scholar 

  • Galante G, Aiello G, Enea M, Panascia E (2010) A multi-objective approach to solid waste management. Waste Manag 30:1720–1728

    Article  Google Scholar 

  • Ghiani G, Lagana D, Manni E, Triki C (2012) Capacitated location of collection sites in an urban waste management system. Waste Manag 32:1291–1296

    Article  Google Scholar 

  • He B, Yang C, Zhang H, Shi YD (2006) Optimal design of reverse logistics network for solid waste. Syst Eng 8:38–41 (In Chinese)

    Google Scholar 

  • Hokkanen J, Salminen P (1997) Choosing a solid waste management system using multicriteria decision analysis. Eur J Oper Res 98:19–36

    Article  Google Scholar 

  • Hu TL, Sheu JB, Huang KH (2002) A reverse logistics cost minimization model for the treatment of hazardous wastes. Transp Res Part E 38:457–473

    Article  Google Scholar 

  • Khadivi MR, Fatemi Ghomi SMT (2012) Solid waste facilities location using of analytical network process and data envelopment analysis approaches. Waste Manag 32:1258–1265

    Article  CAS  Google Scholar 

  • Kimbugwe E, Ibitayo OO (2014) Analysis of characteristic, activities, and exposure to vermin of human landfill scavengers in a developing nation. Environ Syst Decis 34:358–365

    Article  Google Scholar 

  • Kojima N, Tokai A, Nakakubo T, Nagata Y (2016) Policy evaluation of vehicle exhaust standards in Japan from 1995 to 2005 based on two human health risk indices for air pollution and global warming. Environ Syst Decis 36:229–238

    Article  Google Scholar 

  • Komlis D, Lidgkas V (2014) Full cost accounting on existing and future municipal solid waste management facilities in Greece. Glob NEST J 16(4):787–796

    Google Scholar 

  • Koo JK, Shin HS, Yoo HC (1991) Multi-objective siting planning for a regional hazardous waste treatment center. Waste Manag Res 9:205–218

    Article  Google Scholar 

  • Lee JE, Chung KY, Lee KD, Gen M (2015) A multi-objective hybrid genetic algorithm to minimize the total cost and delivery tardiness in a reverse logistics. Multimedia Tools Appl 74(20):9067–9085

    Article  Google Scholar 

  • Li J, Wang H (2011) Municipal solid waste collection facility siting model using a heuristic algorithm. J Hunan Univ Sci Technol 26(1):104–109 (In Chinese)

    Google Scholar 

  • Nema AK, Gupta SK (1999) Optimization of regional hazardous waste management systems: an improved formulation. Waste Manag 19:441–451

    Article  Google Scholar 

  • Noche B, Rhoma FA, Chinakupt T, Jawale M (2010) Optimization model for solid waste management system network design case study. Proc Int Conf Comput Autom Eng 5:230–236

    Google Scholar 

  • Or I, Akgul M (1994) An optimization approach for locating a hazardous waste disposal facility in Istanbul province. Waste Manag Res 12:495–506

    Article  CAS  Google Scholar 

  • Pires A, Martinho G, Chang NB (2011) Solid waste management in European countries: a review of systems analysis techniques. J Environ Manag 92:1033–1050

    Article  Google Scholar 

  • Rakas J, Teodorovic D, Kim T (2004) Multi-objective modeling for determining location of undesirable facilities. Transp Res Part D 9:125–138

    Article  Google Scholar 

  • Samanlioglu F (2013) A multi-objective mathematical model for the industrial hazardous waste location-routing problem. Eur J Oper Res 226:332–340

    Article  Google Scholar 

  • Sheu JB (2007) A coordinated reverse logistics system for regional management of multi-source hazardous wastes. Comput Oper Res 34:1442–1462

    Article  Google Scholar 

  • Sheu JB (2008) Green supply chain management, reverse logistics and nuclear power generation. Transp Res Part E 44:19–46

    Article  Google Scholar 

  • Sheu JB, Lin AYS (2012) Hierarchical facility network planning model for global logistics network configuration. Appl Math Model 36(7):3053–3066

    Article  Google Scholar 

  • Sikula NR, Mancillas JW, Linkov I, McDonagh JA (2015) Risk management is not enough: a conceptual model for resilience and adaptation-based vulnerability assessment. Environ Syst Decis 35:219–228

    Article  Google Scholar 

  • Srivastava SK (2008) Network design for reverse logistics. Omega 36:535–548

    Article  Google Scholar 

  • Steuer RE (1986) Multiple criteria optimization: theory, computation and application. Wiley, New York

    Google Scholar 

  • Su J, Xi BD, Liu HL, Jiang YH, Warith MA (2008) An inexact multi-objective dynamic model and its application in China for the management of municipal solid waste. Waste Management 28 (12):2532–2541

    Article  CAS  Google Scholar 

  • Sufian MA, Bala BK (2007) Modeling of urban solid waste management system: the case of Dhaka city. Waste Manag 27:858–868

    Article  CAS  Google Scholar 

  • Sun HJ, Gao ZY (2002) Study on the location model of a safe dumpsite for hazardous materials. China Saf Sci J 12(4):36–39 (In Chinese)

    Google Scholar 

  • Tsilemou K, Panagiotakopoulos D (2006) Approximate cost functions for solid waste treatment facilities. Waste Manage Res 34:310–322

    Article  Google Scholar 

  • Wang KL, Xu YF, Wang YL (1997) A decision support system for sitting hazardous materials. Syst Eng Theory Pract 11:60–65 (In Chinese)

    CAS  Google Scholar 

  • Wang F, Lai X, Shi N (2011) A multi-objective optimization model for green supply chain network design. Decis Support Syst 51:262–269

    Article  Google Scholar 

  • Wyman MM, Kuby M (1995) Proactive optimization of toxic waste transportation, location and technology. Locat Sci 3(3):167–185

    Article  Google Scholar 

  • Ye L, Ye CM, Chuang YF (2011) Location set covering for waste resource recycling centers in Taiwan. Resour Conserv Recycl 55:979–985

    Article  Google Scholar 

  • Yu H, Solvang WD (2016a) An improved multi-objective programming with augmented e-constraint method for hazardous waste location-routing problems. Int J Environ Res Public Health 13(6):548

    Article  Google Scholar 

  • Yu H, Solvang WD (2016b) A stochastic programming approach with improved multi-criteria scenario-based solution method for sustainable reverse logistics design of Waste electrical and electronic equipment (WEEE). Sustainability 8(12):1331

    Article  Google Scholar 

  • Yu H, Solvang WD, Chen C (2014) A green supply chain network design model for enhancing competitiveness and sustainability of companies in high north arctic regions. Int J Energy Environ 5(4):403–418

    Google Scholar 

  • Yu H, Solvang WD, Yuan S, Yang Y (2015) A decision aided system for sustainable waste management. Intell Decis Technol 9(1):29–40

    Article  Google Scholar 

  • Yu C, Zhang D, Lau HYK (2016a) MIP-based heuristics for solving robust gate assignment problems. Comput Ind Eng 93:171–191

    Article  Google Scholar 

  • Yu KDS, Aviso KB, Promentilla MAB, Santos JR, Tan RR (2016b) A weighted fuzzy linear programming model in economic input–output analysis: an application to risk management of energy system disruptions. Environ Syst Decis 36(2):183–195

    Article  Google Scholar 

  • Zhang YM, Huang GH, He L (2011) An inexact reverse logistics model for municipal solid waste management systems. J Environ Manag 92:522–530

    Article  Google Scholar 

  • Zhao JW, Ma ZJ (2010) Fuzzy multi-objective location-routing-inventory problem in recycling infectious medical waste. In: Proceeding of international conference on e-business and e-government (ICEE), pp 4069–4073

Download references

Acknowledgement

The authors would like to thank the two anonymous reviewers and the editor for their constructive comments and suggestions that helped to significantly improve the quality and presentation of this research. The authors would like to place sincere thanks to the financial support from “Development grant program” (40033350-4033002) by Nordland County, Norway. The funding has enabled in a cooperating project between Narvik University College and Zhejiang University of Technology with this paper as one of the results.

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Authors and Affiliations

  1. Department of Industrial Engineering, Faculty of Engineering Science and Technology, UiT The Arctic University of Norway, Postboks 385, Lodve Langes gate 2, 8505, Narvik, Norway

    Hao Yu & Wei Deng Solvang

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  1. Hao Yu
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  2. Wei Deng Solvang
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Correspondence to Hao Yu.

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Yu, H., Solvang, W.D. A multi-objective location-allocation optimization for sustainable management of municipal solid waste. Environ Syst Decis 37, 289–308 (2017). https://doi.org/10.1007/s10669-017-9632-y

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