Circular economy implementation in waste management network design problem: a case study
The paper presents a new approach to support the strategic decision-making in the area of municipal solid waste management applying modern circular economy principles. A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated was...
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| Veröffentlicht in: | Central European journal of operations research 2020-12, Vol.28 (4), p.1441-1458 |
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| creator | Hrabec, Dušan Kůdela, Jakub Šomplák, Radovan Nevrlý, Vlastimír Popela, Pavel |
| description | The paper presents a new approach to support the strategic decision-making in the area of municipal solid waste management applying modern circular economy principles. A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated waste should be preferably recycled as much as possible and the resultant residual waste might be used for energy recovery. Only some waste residues are appropriate for landfilling. The aim is to propose the near-optimal waste allocation for its suitable processing as well as waste transportation plan at an operational level. In addition, the key strategical decisions on waste treatment facilities location must be made. Since waste production is very often hard to predict, it is modeled as an uncertain decision-dependent quantity. To support the circular economy ideas, advertising and pricing principles are introduced and applied. Due to the size of available real-world data and complexity of the designed program, the presented model is linearized and uncertainty is handled by a robust optimization methodology. The model, data, and algorithm are implemented in MATLAB and Julia, using the state-of-the-art solvers. The computational result is a set of decisions providing a trade-off between the average performance and the immunization against the worst-case conditions. |
| doi_str_mv | 10.1007/s10100-019-00626-z |
| format | Article |
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A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated waste should be preferably recycled as much as possible and the resultant residual waste might be used for energy recovery. Only some waste residues are appropriate for landfilling. The aim is to propose the near-optimal waste allocation for its suitable processing as well as waste transportation plan at an operational level. In addition, the key strategical decisions on waste treatment facilities location must be made. Since waste production is very often hard to predict, it is modeled as an uncertain decision-dependent quantity. To support the circular economy ideas, advertising and pricing principles are introduced and applied. Due to the size of available real-world data and complexity of the designed program, the presented model is linearized and uncertainty is handled by a robust optimization methodology. The model, data, and algorithm are implemented in MATLAB and Julia, using the state-of-the-art solvers. The computational result is a set of decisions providing a trade-off between the average performance and the immunization against the worst-case conditions.</description><identifier>ISSN: 1435-246X</identifier><identifier>EISSN: 1613-9178</identifier><identifier>DOI: 10.1007/s10100-019-00626-z</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Algorithms ; Business and Management ; Case studies ; Circular economy ; Circularity ; Decision making ; Decisions ; Economic conditions ; Energy recovery ; Expected values ; Immunization ; Linearization ; Mathematical optimization ; Mechanical engineering ; Methods ; Municipal solid waste ; Municipal waste management ; Network design ; Operations research ; Operations Research/Decision Theory ; Optimization ; Principles ; Recycling ; Refuse and refuse disposal ; Robustness ; Solid waste management ; Solvers ; Trends ; Waste management ; Waste treatment</subject><ispartof>Central European journal of operations research, 2020-12, Vol.28 (4), p.1441-1458</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2019</rights><rights>COPYRIGHT 2020 Springer</rights><rights>Central European Journal of Operations Research is a copyright of Springer, (2019). All Rights Reserved.</rights><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2019.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-522f2cd8edc29ed038b6546176b93533854de0b62eb324c1781d013a62891053</citedby><cites>FETCH-LOGICAL-c513t-522f2cd8edc29ed038b6546176b93533854de0b62eb324c1781d013a62891053</cites><orcidid>0000-0002-6300-9200</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10100-019-00626-z$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10100-019-00626-z$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>Hrabec, Dušan</creatorcontrib><creatorcontrib>Kůdela, Jakub</creatorcontrib><creatorcontrib>Šomplák, Radovan</creatorcontrib><creatorcontrib>Nevrlý, Vlastimír</creatorcontrib><creatorcontrib>Popela, Pavel</creatorcontrib><title>Circular economy implementation in waste management network design problem: a case study</title><title>Central European journal of operations research</title><addtitle>Cent Eur J Oper Res</addtitle><description>The paper presents a new approach to support the strategic decision-making in the area of municipal solid waste management applying modern circular economy principles. A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated waste should be preferably recycled as much as possible and the resultant residual waste might be used for energy recovery. Only some waste residues are appropriate for landfilling. The aim is to propose the near-optimal waste allocation for its suitable processing as well as waste transportation plan at an operational level. In addition, the key strategical decisions on waste treatment facilities location must be made. Since waste production is very often hard to predict, it is modeled as an uncertain decision-dependent quantity. To support the circular economy ideas, advertising and pricing principles are introduced and applied. Due to the size of available real-world data and complexity of the designed program, the presented model is linearized and uncertainty is handled by a robust optimization methodology. 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refuse disposal</subject><subject>Robustness</subject><subject>Solid waste management</subject><subject>Solvers</subject><subject>Trends</subject><subject>Waste management</subject><subject>Waste 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Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hrabec, Dušan</au><au>Kůdela, Jakub</au><au>Šomplák, Radovan</au><au>Nevrlý, Vlastimír</au><au>Popela, Pavel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Circular economy implementation in waste management network design problem: a case study</atitle><jtitle>Central European journal of operations research</jtitle><stitle>Cent Eur J Oper Res</stitle><date>2020-12-01</date><risdate>2020</risdate><volume>28</volume><issue>4</issue><spage>1441</spage><epage>1458</epage><pages>1441-1458</pages><issn>1435-246X</issn><eissn>1613-9178</eissn><abstract>The paper presents a new approach to support the strategic decision-making in the area of municipal solid waste management applying modern circular economy principles. A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated waste should be preferably recycled as much as possible and the resultant residual waste might be used for energy recovery. Only some waste residues are appropriate for landfilling. The aim is to propose the near-optimal waste allocation for its suitable processing as well as waste transportation plan at an operational level. In addition, the key strategical decisions on waste treatment facilities location must be made. Since waste production is very often hard to predict, it is modeled as an uncertain decision-dependent quantity. To support the circular economy ideas, advertising and pricing principles are introduced and applied. Due to the size of available real-world data and complexity of the designed program, the presented model is linearized and uncertainty is handled by a robust optimization methodology. 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| ispartof | Central European journal of operations research, 2020-12, Vol.28 (4), p.1441-1458 |
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| source | Springer Nature - Complete Springer Journals; Business Source Complete |
| subjects | Algorithms Business and Management Case studies Circular economy Circularity Decision making Decisions Economic conditions Energy recovery Expected values Immunization Linearization Mathematical optimization Mechanical engineering Methods Municipal solid waste Municipal waste management Network design Operations research Operations Research/Decision Theory Optimization Principles Recycling Refuse and refuse disposal Robustness Solid waste management Solvers Trends Waste management Waste treatment |
| title | Circular economy implementation in waste management network design problem: a case study |
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