Modeling and solving the waste valorization production and distribution scheduling problem
•We model and solve the waste valorization production and distribution scheduling problem.•We introduce several formulations for this difficult and rich problem.•We design production and distribution schedules of several types of fertilizers.•We determine how critical parameters affect the performan...
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| Vydané v: | European journal of operational research Ročník 306; číslo 1; s. 400 - 417 |
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| Hlavní autori: | , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier B.V
01.04.2023
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| ISSN: | 0377-2217 |
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| Abstract | •We model and solve the waste valorization production and distribution scheduling problem.•We introduce several formulations for this difficult and rich problem.•We design production and distribution schedules of several types of fertilizers.•We determine how critical parameters affect the performance of the system.•We show the possibility of optimizing important tactical production and delivery scheduling decisions efficiently.
Bio-based waste valorization is one of the current trends in municipal waste management. It decreases the amount of waste to be disposed of, reduces the sourcing of limited chemical compounds used in fertilizer production, and promotes a circular economy perspective vital in big cities. However, modeling and optimizing a biorefinery plant’s operations is challenging and requires innovative approaches and solutions. In this paper, we model and solve the integrated production and distribution scheduling problem faced by an industrial partner. We propose three models for the waste valorization production and distribution scheduling problem: a time-discretized integer linear program, and two mixed-integer linear program with continuous timing variables. Moreover, several powerful and problem-specific valid inequalities and variable reduction procedures are proposed. We study some variants of the problem and propose a simple heuristic algorithm that mimics the logic of a decision maker. Through a series of computational experiments, we determine how critical operational parameters affect the performance of the system and demonstrate how significant improvements can be achieved in our industrial partner’s biorefinery plant. |
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| AbstractList | •We model and solve the waste valorization production and distribution scheduling problem.•We introduce several formulations for this difficult and rich problem.•We design production and distribution schedules of several types of fertilizers.•We determine how critical parameters affect the performance of the system.•We show the possibility of optimizing important tactical production and delivery scheduling decisions efficiently.
Bio-based waste valorization is one of the current trends in municipal waste management. It decreases the amount of waste to be disposed of, reduces the sourcing of limited chemical compounds used in fertilizer production, and promotes a circular economy perspective vital in big cities. However, modeling and optimizing a biorefinery plant’s operations is challenging and requires innovative approaches and solutions. In this paper, we model and solve the integrated production and distribution scheduling problem faced by an industrial partner. We propose three models for the waste valorization production and distribution scheduling problem: a time-discretized integer linear program, and two mixed-integer linear program with continuous timing variables. Moreover, several powerful and problem-specific valid inequalities and variable reduction procedures are proposed. We study some variants of the problem and propose a simple heuristic algorithm that mimics the logic of a decision maker. Through a series of computational experiments, we determine how critical operational parameters affect the performance of the system and demonstrate how significant improvements can be achieved in our industrial partner’s biorefinery plant. |
| Author | Coelho, Leandro C. Darvish, Maryam Chagas, Guilherme O. Renaud, Jacques |
| Author_xml | – sequence: 1 givenname: Guilherme O. surname: Chagas fullname: Chagas, Guilherme O. email: guilherme.oliveira-chagas.1@ulaval.ca organization: CIRRELT and Faculté des Sciences de l’Administration, Université Laval, Canada – sequence: 2 givenname: Leandro C. surname: Coelho fullname: Coelho, Leandro C. email: leandro.coelho@fsa.ulaval.ca organization: CIRRELT and Faculté des Sciences de l’Administration, Université Laval, Canada – sequence: 3 givenname: Maryam orcidid: 0000-0002-0929-4864 surname: Darvish fullname: Darvish, Maryam email: maryam.darvish@fsa.ulaval.ca organization: CIRRELT and Faculté des Sciences de l’Administration, Université Laval, Canada – sequence: 4 givenname: Jacques orcidid: 0000-0003-3876-5378 surname: Renaud fullname: Renaud, Jacques email: jacques.renaud@fsa.ulaval.ca organization: CIRRELT and Faculté des Sciences de l’Administration, Université Laval, Canada |
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| SubjectTerms | Distribution Exact algorithm Production scheduling Waste valorization |
| Title | Modeling and solving the waste valorization production and distribution scheduling problem |
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