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Environmental optimization model for a milk collection problem with heterogeneous fleet

  • Universidad de la Sabana

Research output: Chapter in Book/Report/Conference proceedingProceedingspeer-review

2 Scopus citations

Abstract

Pollution and global warming are current issues of concern, and their mitigation is a challenging problem. Trans-portation and the livestock industry are large generators of Greenhouse Gases (GHG), and therefore environmental criteria must be considered in the decision-making. This paper, part of an ongoing research on the design of milk and dairy supply chains with environmental considerations, proposes a mixed integer programming model for the milk collection problem with heterogeneous fleet with CO2minimization criterion. Validation of the model was made using the Gurobi solver over 15 randomly generated instances, optimally solved, and compared to a distance minimization model. The results show the prevalent use of the largest and most polluting vehicles, in particular, to cover routes with a greater number of farms far from the factory. Also, results suggest that the distance of routes can increase by up to 70% if emissions are optimized, and emissions can increase by up to 20% if distances are minimized. Finally, future research work is proposed.

Original languageEnglish
Title of host publication2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages413-418
Number of pages6
ISBN (Electronic)9781665496070
DOIs
StatePublished - 2022
Event8th International Conference on Control, Decision and Information Technologies, CoDIT 2022 - Istanbul, Turkey
Duration: 17 May 202220 May 2022

Publication series

Name2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022

Conference

Conference8th International Conference on Control, Decision and Information Technologies, CoDIT 2022
Country/TerritoryTurkey
CityIstanbul
Period17/05/2220/05/22

Strategic Focuses

  • Bioeconomía, Energías renovables y Sostenibilidad (BEES)​

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