Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry

<i>Background:</i> Traceability systems and carbon emissions are two important factors involved in production and distribution activities. The involvement of these two factors in production and distribution activities along the supply chain will ensure the safety and quality of food thro...

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Main Authors: Dwi Iryaning Handayani, Ilyas Masudin, Ahmad Rusdiansyah, Judi Suharsono
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Logistics
Subjects:
Online Access:https://www.mdpi.com/2305-6290/5/3/59
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author Dwi Iryaning Handayani
Ilyas Masudin
Ahmad Rusdiansyah
Judi Suharsono
author_facet Dwi Iryaning Handayani
Ilyas Masudin
Ahmad Rusdiansyah
Judi Suharsono
author_sort Dwi Iryaning Handayani
collection DOAJ
description <i>Background:</i> Traceability systems and carbon emissions are two important factors involved in production and distribution activities. The involvement of these two factors in production and distribution activities along the supply chain will ensure the safety and quality of food through the manufacture, packaging and distribution of products with minimal costs and in an environmentally friendly way. <i>Objective</i>: This study aimed to develop a model of canned fish food production and distribution integration by considering traceability and carbon emissions to minimize total costs. <i>Method:</i> A mixed-integer linear programming (MILP) approach was used to develop mathematical models and the optimal solution of the model created was obtained using an open-source spreadsheet solver program. <i>Results:</i> The results show that the proposed models produce the minimum total production and distribution cost with high traceability and low carbon emissions. <i>Conclusions:</i> The sensitivity analysis from this study shows that there is a significant relationship between production, carbon emissions, and the total cost of production-distribution. Moreover, it was concluded that the production level, carbon emission level, and emission threshold can have a significant influence in the generation of the total carbon emissions.
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spelling doaj.art-7673af388a0e448d8c0162075b4993b72023-11-22T13:57:16ZengMDPI AGLogistics2305-62902021-09-01535910.3390/logistics5030059Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food IndustryDwi Iryaning Handayani0Ilyas Masudin1Ahmad Rusdiansyah2Judi Suharsono3Industrial Engineering Department, University of Panca Marga, Probolinggo 67271, IndonesiaIndustrial Engineering Department, University of Muhammadiyah Malang, Malang 65144, IndonesiaIndustrial Engineering, Institut Teknologi Sepuluh Nopember Surabaya, Surabaya 60111, IndonesiaAccounting Department, University of Panca Marga, Probolinggo 67271, Indonesia<i>Background:</i> Traceability systems and carbon emissions are two important factors involved in production and distribution activities. The involvement of these two factors in production and distribution activities along the supply chain will ensure the safety and quality of food through the manufacture, packaging and distribution of products with minimal costs and in an environmentally friendly way. <i>Objective</i>: This study aimed to develop a model of canned fish food production and distribution integration by considering traceability and carbon emissions to minimize total costs. <i>Method:</i> A mixed-integer linear programming (MILP) approach was used to develop mathematical models and the optimal solution of the model created was obtained using an open-source spreadsheet solver program. <i>Results:</i> The results show that the proposed models produce the minimum total production and distribution cost with high traceability and low carbon emissions. <i>Conclusions:</i> The sensitivity analysis from this study shows that there is a significant relationship between production, carbon emissions, and the total cost of production-distribution. Moreover, it was concluded that the production level, carbon emission level, and emission threshold can have a significant influence in the generation of the total carbon emissions.https://www.mdpi.com/2305-6290/5/3/59integration production-distributiontraceabilitycarbon emissionMILP
spellingShingle Dwi Iryaning Handayani
Ilyas Masudin
Ahmad Rusdiansyah
Judi Suharsono
Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
Logistics
integration production-distribution
traceability
carbon emission
MILP
title Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
title_full Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
title_fullStr Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
title_full_unstemmed Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
title_short Production-Distribution Model Considering Traceability and Carbon Emission: A Case Study of the Indonesian Canned Fish Food Industry
title_sort production distribution model considering traceability and carbon emission a case study of the indonesian canned fish food industry
topic integration production-distribution
traceability
carbon emission
MILP
url https://www.mdpi.com/2305-6290/5/3/59
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AT ahmadrusdiansyah productiondistributionmodelconsideringtraceabilityandcarbonemissionacasestudyoftheindonesiancannedfishfoodindustry
AT judisuharsono productiondistributionmodelconsideringtraceabilityandcarbonemissionacasestudyoftheindonesiancannedfishfoodindustry