Abstract
A significant amount of municipal solid waste (MSW) generation and ineffective management can cause adverse impacts on the environment (air and water pollution) and human health. Therefore, a sustainable approach for handling MSW is required. This study aims to develop a tool to select the most promising MSW management system using the superstructure optimization technique to ensure that the selected system can achieve minimization of the total annual cost and environmental impacts. This can lead to a multi-objective superstructure optimization problem solved by using the augmented \(\epsilon\)-constraint method. The developed model is based on the concept of material balance and all potential technologies include anaerobic digestion, pyrolysis, gasification, incineration, sanitary landfill, material recovery facility and composting. The proposed methodology is applied to synthesize the MSW management system in Warin Chamrap district to determine its applicability. In this research, the composition of MSW includes organics, paper, plastic, glass, and others. The results show that the Pareto-optimal solutions optimizing both total annual cost and environmental impacts can be developed. The MSW management system with the lower total annual cost tends to have the higher environmental impacts and the trade-offs between each objective can be identified so the decision-makers are able to consider before making their decision. Further investigation on sensitivity analysis reveals that the selling prices of products, annual capital cost, and operating cost factors have different degree of impacts on the waste management strategies and total annual cost.
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References
Aleluia J, Ferrão P (2017) Assessing the costs of municipal solid waste treatment technologies in developing Asian countries. Waste Manage 69:592–608. https://doi.org/10.1016/j.wasman.2017.08.047
Amadei AM, De Laurentiis V, Sala S (2021) A review of monetary valuation in life cycle assessment: state of the art and future needs. J Clean Prod 329:129668. https://doi.org/10.1016/j.jclepro.2021.129668
Amin N, Aslam M, Khan Z, et al (2023) Municipal solid waste treatment for bioenergy and resource production: potential technologies, techno-economic-environmental aspects and implications of membrane-based recovery. Chemosphere 323:138196. https://doi.org/10.1016/j.chemosphere.2023.138196
Anshassi M, Townsend TG (2021) Reviewing the underlying assumptions in waste LCA models to identify impacts on waste management decision making. J Clean Prod 313:127913. https://doi.org/10.1016/j.jclepro.2021.127913
Anshassi M, Smallwood T, Townsend TG (2022) Life cycle GHG emissions of MSW landfilling versus incineration: expected outcomes based on us landfill gas collection regulations. Waste Manage 142:44–54. https://doi.org/10.1016/j.wasman.2022.01.040
Antelava A, Damilos S, Hafeez S et al (2019) Plastic solid waste (PSW) in the context of life cycle assessment (LCA) and sustainable management. Environ Manag. https://doi.org/10.1007/s00267-019-01178-3
Arendt R, Bachmann TM, Motoshita M et al (2020) Comparison of different monetization methods in LCA: a review. Sustainability. https://doi.org/10.3390/su122410493
Âriņa D, Bendere R, Denafas G et al (2020) Characterization of refuse derived fuel production from municipal solid waste: the case studies in Latvia and Lithuania. Environ Clim Technol 24:112–118. https://doi.org/10.2478/rtuect-2020-0090
Ayodele T, Alao M, Ogunjuyigbe A (2020) Effect of collection efficiency and oxidation factor on greenhouse gas emission and life cycle cost of landfill distributed energy generation. Sustain Cities Soc 52:101821. https://doi.org/10.1016/j.scs.2019.101821
Ayvaz-Cavdaroglu N, Coban A, Firtina-Ertis I (2019) Municipal solid waste management via mathematical modeling: a case study in İstanbul, turkey. J Environ Manage 244:362–369. https://doi.org/10.1016/j.jenvman.2019.05.065
Benavides PT, Sun P, Han J et al (2017) Life-cycle analysis of fuels from post-use non-recycled plastics. Fuel 203:11–22
Canaj K, Mehmeti A, Morrone D et al (2021) Life cycle-based evaluation of environmental impacts and external costs of treated wastewater reuse for irrigation: a case study in southern Italy. J Clean Prod 293:126142. https://doi.org/10.1016/j.jclepro.2021.126142
Chen C, Wen Z, Wang Y et al (2022) Multi-objective optimization of technology solutions in municipal solid waste treatment system coupled with pollutants cross-media metabolism issues. Sci Total Environ 807:150664. https://doi.org/10.1016/j.scitotenv.2021.150664
Chhabra V, Parashar A, Shastri Y et al (2021) Techno-economic and life cycle assessment of pyrolysis of unsegregated urban municipal solid waste in India. Ind Eng Chem Res 60(3):1473–1482. https://doi.org/10.1021/acs.iecr.0c04746
Chin MY, Lee CT, Woon KS (2023) Developing circular waste management strategies based on a waste eco-park concept: a multiobjective optimization with environmental, economic, and social trade-offs. Ind Eng Chem Res. https://doi.org/10.1021/acs.iecr.3c02225
Cignitti S, Mansouri SS, Woodley JM et al (2018) Systematic optimization-based integrated chemical product-process design framework. Ind Eng Chem Res 57(2):677–688. https://doi.org/10.1021/acs.iecr.7b04216
Crîstiu D, d’Amore F, Bezzo F (2024) Economic and environmental optimisation of mixed plastic waste supply chains in northern Italy comparing incineration and pyrolysis technologies. Comput Chem Eng 180:108503. https://doi.org/10.1016/j.compchemeng.2023.108503
Dekker E, Zijp M, van de Kamp M et al (2020) A taste of the new recipe for life cycle assessment: consequences of the updated impact assessment method on food product LCAS. Int J Life Cycle Assess. https://doi.org/10.1007/s11367-019-01653-3
Djamel K, Lamari S, Makri F (2018) Use of geographic information system for management of municipal solid waste of M’sila City-Algeria. World J Environ Biosci 7:36–39
Durão V, Silvestre JD, Mateus R et al (2019) Economic valuation of life cycle environmental impacts of construction products—a critical analysis. IOP Conf Ser: Earth Environ Sci 323(1):012147. https://doi.org/10.1088/1755-1315/323/1/012147
Edwards J, Burn S, Crossin E et al (2018) Life cycle costing of municipal food waste management systems: the effect of environmental externalities and transfer costs using local government case studies. Resour Conserv Recycl 138:118–129. https://doi.org/10.1016/j.resconrec.2018.06.018
Ehrgott M (2005) Multicriteria optimization, vol 491. Springer
Elshaboury N, Mohammed Abdelkader E, Al-Sakkaf A et al (2021) Predictive analysis of municipal solid waste generation using an optimized neural network model. Processes. https://doi.org/10.3390/pr9112045
Erses Yay AS (2015) Application of life cycle assessment (LCA) for municipal solid waste management: a case study of Sakarya. J Clean Prod 94:284–293. https://doi.org/10.1016/j.jclepro.2015.01.089
Fang W, Ding Y, Geng J et al (2023) High potential of coupling the source-separation and incineration promotion to reduce costs based on city-level cost-benefit analysis of municipal solid waste management strategies in China. Resour Conserv Recycl 197:107099. https://doi.org/10.1016/j.resconrec.2023.107099
Fei F, Wen Z, Ri S (2022) Urban biowaste integrated management based on synergy mechanism and multi-objective optimization: a case study in Suzhou, China. Sci Total Environ 823:153691. https://doi.org/10.1016/j.scitotenv.2022.153691
Feng H, Zhao J, Hollberg A et al (2023) Where to focus? Developing a LCA impact category selection tool for manufacturers of building materials. J Clean Prod 405:136936. https://doi.org/10.1016/j.jclepro.2023.136936
Finnveden G, Johansson J, Lind P et al (2005) Life cycle assessment of energy from solid waste-Part 1: general methodology and results. J Clean Prod 13(3):213–229. https://doi.org/10.1016/j.jclepro.2004.02.023
Funatsu T (2019) Municipal solid waste management in thai local governments: the state of the problem and prospects for regional waste management. Economic Research Institute for ASEAN and East Asia (ERIA), chap 4, p 1–22
Gabbar HA, Aboughaly M, Ayoub N (2018) Comparative study of MSW heat treatment processes and electricity generation. J Energy Inst 91(4):481–488. https://doi.org/10.1016/j.joei.2017.04.009
Ge Z, Zhang D, Lu X et al (2023) A disjunctive programming approach for sustainable design of municipal solid waste management. Chem Eng Trans 103:283–288. https://doi.org/10.3303/CET23103048
Ghumra DP, Rathi O, Mule TA et al (2022) Technologies for valorization of municipal solid wastes. Biofuels, Bioprod Biorefin 16(3):877–890. https://doi.org/10.1002/bbb.2340
Government Public Relations Department (2021) Remarks by prime minister Prayut Chan-o-cha at COP26 in Glasgow. URL thailand.prd.go.th/ewt_news.php?nid=11944 &filename=index. Accessed 15 May 2023
Hadidi LA, Ghaithan A, Mohammed A et al (2020) Deploying municipal solid waste management 3R-WTE framework in Saudi Arabia: challenges and future. Sustainability. https://doi.org/10.3390/su12145711
Hannan M, Begum R, Al-Shetwi AQ et al (2020) Waste collection route optimisation model for linking cost saving and emission reduction to achieve sustainable development goals. Sustain Cities Soc 62:102393. https://doi.org/10.1016/j.scs.2020.102393
Hasan M, Rasul M, Khan M et al (2021) Energy recovery from municipal solid waste using pyrolysis technology: a review on current status and developments. Renew Sustain Energy Rev 145:111073. https://doi.org/10.1016/j.rser.2021.111073
Hirpe L, Yeom C (2021) Municipal solid waste management policies, practices, and challenges in Ethiopia: a systematic review. Sustainability 13(20):11241
Hoang AT, Varbanov PS, Nižetić S et al (2022) Perspective review on municipal solid waste-to-energy route: characteristics, management strategy, and role in circular economy. J Clean Prod 359:131897. https://doi.org/10.1016/j.jclepro.2022.131897
Hosseinalizadeh R, Izadbakhsh H, Shakouri GH (2021) A planning model for using municipal solid waste management technologies—considering energy, economic, and environmental impacts in Tehran–Iran. Sustain Cities Soc 65:102566. https://doi.org/10.1016/j.scs.2020.102566
Huang F, Chen Q, Ma W et al (2022) Promoting public engagement with household waste separation through government social media: A case study of Shanghai. J Environ Manage 320:115825. https://doi.org/10.1016/j.jenvman.2022.115825
Huijbregts MA, Steinmann ZJ, Elshout PM et al (2017) Recipe 2016: a harmonised life cycle impact assessment method at midpoint and endpoint level. Int J Life Cycle Assess 22:138–147
Karmakar A et al (2023) A comprehensive insight into waste to energy conversion strategies in India and its associated air pollution hazard. Environ Technol Innov 29:103017. https://doi.org/10.1016/j.eti.2023.103017
Kaza S, Bhada-Tata P, Van Woerden F (2018) What a waste 2.0: a global snapshot of solid waste management to 2050. World Bank Publications
Khan AH, Sharholy M, Alam P et al (2022) Evaluation of cost benefit analysis of municipal solid waste management systems. J King Saud Univ—Sci 34(4):101997. https://doi.org/10.1016/j.jksus.2022.101997
Koroneos CJ, Nanaki EA (2012) Integrated solid waste management and energy production—a life cycle assessment approach: the case study of the city of Thessaloniki. J Clean Prod 27:141–150. https://doi.org/10.1016/j.jclepro.2012.01.010
Kumar A, Samadder S (2017) A review on technological options of waste to energy for effective management of municipal solid waste. Waste Manage 69:407–422. https://doi.org/10.1016/j.wasman.2017.08.046
Li Z, Huang T, Lee JY et al (2022) Crisp and fuzzy optimization models for sustainable municipal solid waste management. J Clean Prod 370:133536. https://doi.org/10.1016/j.jclepro.2022.133536
Liang X, Ji L, Xie Y et al (2022) Economic-environment-energy (3E) objective-driven integrated municipal waste management under deep complexities—a novel multi-objective approach. Sustain Cities Soc 87:104190. https://doi.org/10.1016/j.scs.2022.104190
Lin Z, Ooi JK, Woon KS (2022) An integrated life cycle multi-objective optimization model for health-environment-economic nexus in food waste management sector. Sci Total Environ 816:151541. https://doi.org/10.1016/j.scitotenv.2021.151541
Liu G, Hao Y, Dong L et al (2017) An energy—LCA analysis of municipal solid waste management. Resour Conserv Recycl 120:131–143. https://doi.org/10.1016/j.resconrec.2016.12.003
Mabalane PN, Oboirien B, Sadiku R et al (2021) A techno-economic analysis of anaerobic digestion and gasification hybrid system: energy recovery from municipal solid waste in South Africa. Waste Biomass Valorization. https://doi.org/10.1007/s12649-020-01043-z
Mahéo A, Rossit DG, Kilby P (2023) Solving the integrated bin allocation and collection routing problem for municipal solid waste: a benders decomposition approach. Ann Oper Res 322(1):441–465
Mandpe A, Bhattacharya A, Paliya S et al (2022) Life-cycle assessment approach for municipal solid waste management system of Delhi city. Environ Res 212:113424. https://doi.org/10.1016/j.envres.2022.113424
Mandpe A, Bhattacharya A, Gedam V et al (2023) A life cycle analysis-based comprehensive study on municipal solid waste management: a case study of Central India. Environ Dev Sustain. https://doi.org/10.1007/s10668-023-03548-8
Mohammadi M, Rahmanifar G, Hajiaghaei-Keshteli M et al (2023) A dynamic approach for the multi-compartment vehicle routing problem in waste management. Renew Sustain Energy Rev 184:113526. https://doi.org/10.1016/j.rser.2023.113526
Munir MT, Li B, Naqvi M (2023) Revolutionizing municipal solid waste management (MSWM) with machine learning as a clean resource: opportunities, challenges and solutions. Fuel 348:128548. https://doi.org/10.1016/j.fuel.2023.128548
Ng KS, Phan AN, Iacovidou E et al (2021) Techno-economic assessment of a novel integrated system of mechanical-biological treatment and valorisation of residual municipal solid waste into hydrogen: a case study in the UK. J Clean Prod 298:126706. https://doi.org/10.1016/j.jclepro.2021.126706
Ooi JK, Woon KS, Hashim H (2021) A multi-objective model to optimize country-scale municipal solid waste management with economic and environmental objectives: a case study in Malaysia. J Clean Prod 316:128366. https://doi.org/10.1016/j.jclepro.2021.128366
Ooi JK, Hoy ZX, Hossain MU, et al (2023) An integrated multi-objective optimisation framework for municipal solid waste management and emissions trading scheme. Clean Technol Environ Policy pp 1–15
Patel P, Vaezi M, Billal MM et al (2023) Development of data-intensive techno-economic models for the assessment of a biomass, waste heat, and MSW integrated waste-to-electricity facility. Resour Conserv Recycl Adv 20:200188. https://doi.org/10.1016/j.rcradv.2023.200188
Pereira F, Silva C (2023) Energetic valorization of bio-waste from municipal solid waste in Porto Santo island. Clean Technol 5(1):233–258. https://doi.org/10.3390/cleantechnol5010014
Pizzol M, Weidema B, Brandão M et al (2015) Monetary valuation in life cycle assessment: a review. J Clean Prod 86:170–179. https://doi.org/10.1016/j.jclepro.2014.08.007
Pollution Control Department (2023) Information system municipal solid waste management. https://thaimsw.pcd.go.th/index.php. Accessed 15 May 2023
Pourreza Movahed Z, Kabiri M, Ranjbar S et al (2020) Multi-objective optimization of life cycle assessment of integrated waste management based on genetic algorithms: a case study of Tehran. J Clean Prod 247:119153. https://doi.org/10.1016/j.jclepro.2019.119153
Pressley PN, Levis JW, Damgaard A et al (2015) Analysis of material recovery facilities for use in life-cycle assessment. Waste Manage 35:307–317. https://doi.org/10.1016/j.wasman.2014.09.012
Puchongkawarin C, Mattaraj S (2020) Development of a superstructure optimization framework for the design of municipal solid waste facilities. Sustain Environ Research. https://doi.org/10.21203/rs.3.rs-34149/v1
Rahman M, Al-Muyeed A (2010) Evaluation of solid waste composting in Bangladesh. J Solid Waste Technol Manage 36(3)
Rathore P, Sarmah S (2021) Modeling and identification of suitable motivational mechanism in the collection system of municipal solid waste supply chain. Waste Manage 129:76–84. https://doi.org/10.1016/j.wasman.2021.05.011
Rathore P, Chakraborty S, Gupta M et al (2022) Towards a sustainable organic waste supply chain: a comparison of centralized and decentralized systems. J Environ Manage 315:115141. https://doi.org/10.1016/j.jenvman.2022.115141
Richard E, Hilonga A, Machunda R et al (2021) Life cycle analysis of potential municipal solid wastes management scenarios in Tanzania: the case of Arusha City. Sustain Environ Res. https://doi.org/10.1186/s42834-020-00075-3
Rizwan M, Saif Y, Almansoori A et al (2020) A multiobjective optimization framework for sustainable design of municipal solid waste processing pathways to energy and materials. Int J Energy Res 44(2):771–783. https://doi.org/10.1002/er.4884
Romano G, Masserini L (2023) Pay-as-you-throw tariff and sustainable urban waste management: an empirical analysis of relevant effects. J Environ Manage 347:119211. https://doi.org/10.1016/j.jenvman.2023.119211
Rossit DG, Toutouh J, Nesmachnow S (2020) Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios. Waste Manage 105:467–481. https://doi.org/10.1016/j.wasman.2020.02.016
Sakcharoen T, Niyommaneerat W, Faiyue B et al (2023) Low-carbon municipal solid waste management using bio-based solutions and community participation: the case study of cultural tourism destination in Nan, Thailand. Heliyon 9(11):e22025. https://doi.org/10.1016/j.heliyon.2023.e22025
Sardarmehni M, Levis JW (2021) Life-cycle modeling of nutrient and energy recovery through mixed waste processing systems. Resour Conserv Recycl 169:105503. https://doi.org/10.1016/j.resconrec.2021.105503
Shaban A, Zaki FE, Afefy IH et al (2022) An optimization model for the design of a sustainable municipal solid waste management system. Sustainability. https://doi.org/10.3390/su14106345
Sisani F, Maalouf A, Maria FD (2022) Environmental and energy performances of the Italian municipal solid waste incineration system in a life cycle perspective. Waste Manage Res 40(2):218–226. https://doi.org/10.1177/0734242X211003946
The World bank (2018) What a waste: an updated look into the future of solid waste management. https://www.worldbank.org/en/news/immersive-story/2018/09/20/what-a-waste-an-updated-look-into-the-future-of-solid-waste-management, (Accessed 15 Jun. 2023)
The World bank (2021) Trends in solid waste management. URL datatopics.worldbank.org/what-a-waste/trends_in_solid_waste_management.html. Accessed 15 Jun 2023
Thushari I, Vicheanteab J, Janjaroen D (2020) Material flow analysis and life cycle assessment of solid waste management in urban green areas. Sustain Environ Res 30:234–248. https://doi.org/10.1186/s42834-020-00057-5
Toutouh J, Rossit D, Nesmachnow S (2020) Soft computing methods for multiobjective location of garbage accumulation points in smart cities. Ann Math Artif Intell 88(1–3):105–131. https://doi.org/10.1007/s10472-019-09647-5
Turner DA, Williams ID, Kemp S (2016) Combined material flow analysis and life cycle assessment as a support tool for solid waste management decision making. J Clean Prod 129:234–248. https://doi.org/10.1016/j.jclepro.2016.04.077
Tutunchian S, Altınbaş M (2023) Assessment of an appropriate integrated waste management plan targeting the circular economy based on the LCA method. J Mater Cycles Waste Manage:456–478
Van Engeland J, Lavigne C, Beliën J et al (2024) Solving a real-life multi-period trailer-truck waste collection problem with time windows. Expert Syst Appl 237:121301. https://doi.org/10.1016/j.eswa.2023.121301
Varjani S, Shahbeig H, Popat K et al (2022) Sustainable management of municipal solid waste through waste-to-energy technologies. Biores Technol 355:127247. https://doi.org/10.1016/j.biortech.2022.127247
Wang D, Tang YT, Sun Y et al (2022) Assessing the transition of municipal solid waste management by combining material flow analysis and life cycle assessment. Resour Conserv Recycl 177:105966. https://doi.org/10.1016/j.resconrec.2021.105966
Wang H, Wang L, Shahbazi A (2015) Life cycle assessment of fast pyrolysis of municipal solid waste in North Carolina of USA. J Clean Prod 87:511–519. https://doi.org/10.1016/j.jclepro.2014.09.011
Xu J, Li R, Shi Y et al (2022) Life cycle assessment-based optimization approaches for sustainable disposal of municipal solid waste. Sustain Cities Soc 79:103665. https://doi.org/10.1016/j.scs.2021.103665
Xu X, Xu T, Gui M (2020) Incentive mechanism for municipal solid waste disposal PPP projects in china. Sustainability. https://doi.org/10.3390/su12187686
Yaman C, Anil I, Alagha O (2020) Potential for greenhouse gas reduction and energy recovery from MSW through different waste management technologies. J Clean Prod 264:121432. https://doi.org/10.1016/j.jclepro.2020.121432
Yang J, Tao F, Zhong Y (2022) Dynamic routing for waste collection and transportation with multi-compartment electric vehicle using smart waste bins. Waste Manage Res 40(8):1199–1211. https://doi.org/10.1177/0734242X211069738
Yang N, Li F, Liu Y et al (2022) Environmental and economic life-cycle assessments of household food waste management systems: a comparative review of methodology and research progress. Sustainability. https://doi.org/10.3390/su14137533
Yang Y (2017) Beyond the conventional “life cycle” assessment. Biofuel Res J. https://doi.org/10.18331/BRJ2017.4.3.2
Yousefloo A, Babazadeh R (2020) Designing an integrated municipal solid waste management network: a case study. J Clean Prod 244:118824. https://doi.org/10.1016/j.jclepro.2019.118824
Zaikova A, Vinitskaia N, Deviatkin I et al (2022) Life cycle assessment of existing and alternative options for municipal solid waste management in Saint Petersburg and the Leningrad region, Russia. Recycling. https://doi.org/10.3390/recycling7020019
Zhang J, Qin Q, Li G et al (2021) Sustainable municipal waste management strategies through life cycle assessment method: a review. J Environ Manage 287:112238. https://doi.org/10.1016/j.jenvman.2021.112238
Zhang J, Qin Q, Li G et al (2023) Assessing the impact of waste separation on system transition and environmental performance through a city-scale life cycle assessment. Ecol Econ 211:107886. https://doi.org/10.1016/j.ecolecon.2023.107886
Zhao S, Ren T, Ma L et al (2022) Multi-period planning of municipal solid waste management: a case study in Qingdao. Process Integration Optim Sustain 7:1–20. https://doi.org/10.1007/s41660-022-00279-7
Zhao Y, Chang H, Liu X et al (2022) Climate change impact of the development in household waste management in China. Environ Sci Technol 56(12):8993–9002. https://doi.org/10.1021/acs.est.1c07921
Zhao Y, Yuan J, Zhao S et al (2022) Is pyrolysis technology an advisable choice for municipal solid waste treatment from a low carbon perspective? Chem Eng J 449:137785. https://doi.org/10.1016/j.cej.2022.137785
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The authors acknowledge the financial support by the Coordinating Center for Thai Government Science and Technology Scholarship Students (CSTS), and National Science and Technology Development Agency (NSTDA).
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Funding was provided by the Coordinating Center for Thai Government Science and Technology Scholarship Students (CSTS), National Science and Technology Development Agency (NSTDA), and Faculty of Engineering, Ubon Ratchathani University.
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CP developed the model and computational framework, analysed the data, carried out the implementation, wrote the manuscript, prepared all figures, and reviewed the manuscript.
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Puchongkawarin, C. Enviro-economic optimization for the design of municipal solid waste management strategies. Environ Syst Decis (2024). https://doi.org/10.1007/s10669-024-09963-0
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DOI: https://doi.org/10.1007/s10669-024-09963-0