A decision support framework for sustainable production planning of paper recycling systems
被引:4
作者:
Yousefi, Samuel
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h-index: 0
机构:
Univ British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, CanadaUniv British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
Yousefi, Samuel
[1
]
Baqeri, Majid
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h-index: 0
机构:
Univ Tasmania, Australian Maritime Coll, Ctr Maritime & Logist Management, Launceston, AustraliaUniv British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
Baqeri, Majid
[2
]
Tosarkani, Babak Mohamadpour
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h-index: 0
机构:
Univ British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, CanadaUniv British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
Tosarkani, Babak Mohamadpour
[1
]
Amin, Saman Hassanzadeh
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h-index: 0
机构:Univ British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
Amin, Saman Hassanzadeh
Zolfagharinia, Hossein
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h-index: 0
机构:
Toronto Metropolitan Univ, Dept Mech & Ind Engn, Toronto, ON, Canada
Toronto Metropolitan Univ, Ted Rogers Sch Management, Toronto, ON, CanadaUniv British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
Zolfagharinia, Hossein
[3
,4
]
机构:
[1] Univ British Columbia, Sch Engn, Okanagan Campus, Kelowna, BC V1V 1V7, Canada
[2] Univ Tasmania, Australian Maritime Coll, Ctr Maritime & Logist Management, Launceston, Australia
[3] Toronto Metropolitan Univ, Dept Mech & Ind Engn, Toronto, ON, Canada
[4] Toronto Metropolitan Univ, Ted Rogers Sch Management, Toronto, ON, Canada
Circular economy;
Sustainability;
Paper recycling;
Sustainable production planning;
Cutting stock problem;
Decision support framework;
CUTTING-STOCK-PROBLEMS;
OPTIMIZATION;
D O I:
10.1016/j.cie.2023.109500
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
The paper waste generation is exacerbated due to the wide variety of weights and sizes specified by customers. Hence, sustainable production planning of paper recycling systems has become critical to reduce potential waste while addressing customers' demands. This study aims to develop a decision-support framework starting with a mathematical programming model to address the cutting stock problem focusing on make-to-stock and make-toorder production systems simultaneously. The proposed model generates various feasible production plans for a paper recycling system considering practical assumptions and recorded operational data from the Enterprise Resource Planning modules. The developed framework also integrates the fuzzy best-worst method and double normalization-based multiple aggregation technique to consider sustainability-related evaluation criteria (e.g., human resource usage and energy consumption) to prioritize the obtained production plans in an uncertain environment. Furthermore, a neural network-based multiple regression model is utilized to estimate the sales amount for each production plan to calculate the income as an evaluation criterion. The outputs of this study introduce the most sustainable and efficient production plans to minimize waste and satisfy customers' demands.
机构:
ESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Umea Univ, Umea Sch Business Econ & Stat, Biblioteksgrand 6, S-90187 Umea, SwedenESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Figge, Frank
Dimitrov, Stanko
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h-index: 0
机构:
Univ Waterloo, Dept Management Sci, 200 Univ Ave West, Waterloo, ON N2L 3G1, CanadaESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Dimitrov, Stanko
Schlosser, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Potsdam, Hasso Plattner Inst, August Bebel Str 88, D-14482 Potsdam, GermanyESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Schlosser, Rainer
Chenavaz, Regis
论文数: 0引用数: 0
h-index: 0
机构:
Kedgetemp Business Sch, Domaine de Luminy,BP 921,Rue Antoine Bourdelle, F-13288 Marseille, FranceESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
机构:
ESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Umea Univ, Umea Sch Business Econ & Stat, Biblioteksgrand 6, S-90187 Umea, SwedenESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Figge, Frank
Dimitrov, Stanko
论文数: 0引用数: 0
h-index: 0
机构:
Univ Waterloo, Dept Management Sci, 200 Univ Ave West, Waterloo, ON N2L 3G1, CanadaESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Dimitrov, Stanko
Schlosser, Rainer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Potsdam, Hasso Plattner Inst, August Bebel Str 88, D-14482 Potsdam, GermanyESCP Business Sch, 79 Ave Republ, F-75011 Paris, France
Schlosser, Rainer
Chenavaz, Regis
论文数: 0引用数: 0
h-index: 0
机构:
Kedgetemp Business Sch, Domaine de Luminy,BP 921,Rue Antoine Bourdelle, F-13288 Marseille, FranceESCP Business Sch, 79 Ave Republ, F-75011 Paris, France