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Sustainable dynamic lot sizing models for cold products under carbon cap policy
Amid the ever growing interest in operational supply chain models that incorporate environmental aspects as an integral part of the decision making process, this paper addresses the dynamic lot sizing problem of a cold product while accounting for carbon emissions generated during temperature-contro...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471773/ https://www.ncbi.nlm.nih.gov/pubmed/32901170 http://dx.doi.org/10.1016/j.cie.2020.106800 |
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author | As'ad, Rami Hariga, Moncer Shamayleh, Abdulrahim |
author_facet | As'ad, Rami Hariga, Moncer Shamayleh, Abdulrahim |
author_sort | As'ad, Rami |
collection | PubMed |
description | Amid the ever growing interest in operational supply chain models that incorporate environmental aspects as an integral part of the decision making process, this paper addresses the dynamic lot sizing problem of a cold product while accounting for carbon emissions generated during temperature-controlled storage and transportation activities. We present two mixed integer programming models to tackle the two cases where the carbon cap is imposed over the whole planning horizon versus the more stringent version of a cap per period. For the first model, a Lagrangian relaxation approach is proposed which provides a mean for comparing the operational cost and carbon footprint performance of the carbon tax and the carbon cap policies. Subsequently, a Bisection based algorithm is developed to solve the relaxed model and generate the optimal ordering policy. The second model, however, is solved via a dynamic programming based algorithm while respecting two established lower and upper bounds on the periodic carbon cap. The results of the computational experiments for the first model display a stepwise increase (decrease) in the total carbon emissions (operational cost) as the preset cap value is increased. A similar behavior is also observed for the second model with the exception that paradoxical increases in the total emissions are sometimes realized with slightly tighter values of the periodic cap. |
format | Online Article Text |
id | pubmed-7471773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74717732020-09-04 Sustainable dynamic lot sizing models for cold products under carbon cap policy As'ad, Rami Hariga, Moncer Shamayleh, Abdulrahim Comput Ind Eng Article Amid the ever growing interest in operational supply chain models that incorporate environmental aspects as an integral part of the decision making process, this paper addresses the dynamic lot sizing problem of a cold product while accounting for carbon emissions generated during temperature-controlled storage and transportation activities. We present two mixed integer programming models to tackle the two cases where the carbon cap is imposed over the whole planning horizon versus the more stringent version of a cap per period. For the first model, a Lagrangian relaxation approach is proposed which provides a mean for comparing the operational cost and carbon footprint performance of the carbon tax and the carbon cap policies. Subsequently, a Bisection based algorithm is developed to solve the relaxed model and generate the optimal ordering policy. The second model, however, is solved via a dynamic programming based algorithm while respecting two established lower and upper bounds on the periodic carbon cap. The results of the computational experiments for the first model display a stepwise increase (decrease) in the total carbon emissions (operational cost) as the preset cap value is increased. A similar behavior is also observed for the second model with the exception that paradoxical increases in the total emissions are sometimes realized with slightly tighter values of the periodic cap. Elsevier Ltd. 2020-11 2020-09-04 /pmc/articles/PMC7471773/ /pubmed/32901170 http://dx.doi.org/10.1016/j.cie.2020.106800 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article As'ad, Rami Hariga, Moncer Shamayleh, Abdulrahim Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title | Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title_full | Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title_fullStr | Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title_full_unstemmed | Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title_short | Sustainable dynamic lot sizing models for cold products under carbon cap policy |
title_sort | sustainable dynamic lot sizing models for cold products under carbon cap policy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471773/ https://www.ncbi.nlm.nih.gov/pubmed/32901170 http://dx.doi.org/10.1016/j.cie.2020.106800 |
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