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Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago
The electricity supply in Indonesia is considered inefficient, as indicated by the increase in the Cost of Generation Provision (CGP) in the 2016–2021 period. Indications of high supply chain risks are not commensurate with the low demand for LNG. Nevertheless, every power plant on small islands mus...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468383/ https://www.ncbi.nlm.nih.gov/pubmed/37664736 http://dx.doi.org/10.1016/j.heliyon.2023.e19047 |
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author | Machfudiyanto, Rossy Armyn Muslim, Fadhilah Humang, Windra Priatna Wahjuningsih, Nurul Kamil, Insannul Ichsan, Mohammad Adi Putra, Yanuar Yudha |
author_facet | Machfudiyanto, Rossy Armyn Muslim, Fadhilah Humang, Windra Priatna Wahjuningsih, Nurul Kamil, Insannul Ichsan, Mohammad Adi Putra, Yanuar Yudha |
author_sort | Machfudiyanto, Rossy Armyn |
collection | PubMed |
description | The electricity supply in Indonesia is considered inefficient, as indicated by the increase in the Cost of Generation Provision (CGP) in the 2016–2021 period. Indications of high supply chain risks are not commensurate with the low demand for LNG. Nevertheless, every power plant on small islands must be served by minimizing costs. This study aims to develop a risk-based small-scale supply chain model to distribute LNG in archipelagic areas by minimizing infrastructure costs, including investment and operations. This paper formulates a risk-based small-scale LNG (SS-LNG) model with milk runs, which are rarely applied in LNG supply chains, thus impacting cost efficiency and the sustainability of LNG supply in Indonesia. The simulation was carried out using the vehicle routing problem with milk run (VRPMR) method. The optimization results show that the 2-vessel scheme is an optimal and efficient risk-based SS-LNG supply chain model. However, it appears that changing the scheme from 1 to 2 vessels generally increases the infrastructure tariff by 3%, or USD 0.11 per MMBTU. This risk-based supply chain model is able to ensure a fuel cost efficiency of 27% for power plants. |
format | Online Article Text |
id | pubmed-10468383 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104683832023-09-01 Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago Machfudiyanto, Rossy Armyn Muslim, Fadhilah Humang, Windra Priatna Wahjuningsih, Nurul Kamil, Insannul Ichsan, Mohammad Adi Putra, Yanuar Yudha Heliyon Research Article The electricity supply in Indonesia is considered inefficient, as indicated by the increase in the Cost of Generation Provision (CGP) in the 2016–2021 period. Indications of high supply chain risks are not commensurate with the low demand for LNG. Nevertheless, every power plant on small islands must be served by minimizing costs. This study aims to develop a risk-based small-scale supply chain model to distribute LNG in archipelagic areas by minimizing infrastructure costs, including investment and operations. This paper formulates a risk-based small-scale LNG (SS-LNG) model with milk runs, which are rarely applied in LNG supply chains, thus impacting cost efficiency and the sustainability of LNG supply in Indonesia. The simulation was carried out using the vehicle routing problem with milk run (VRPMR) method. The optimization results show that the 2-vessel scheme is an optimal and efficient risk-based SS-LNG supply chain model. However, it appears that changing the scheme from 1 to 2 vessels generally increases the infrastructure tariff by 3%, or USD 0.11 per MMBTU. This risk-based supply chain model is able to ensure a fuel cost efficiency of 27% for power plants. Elsevier 2023-08-12 /pmc/articles/PMC10468383/ /pubmed/37664736 http://dx.doi.org/10.1016/j.heliyon.2023.e19047 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Machfudiyanto, Rossy Armyn Muslim, Fadhilah Humang, Windra Priatna Wahjuningsih, Nurul Kamil, Insannul Ichsan, Mohammad Adi Putra, Yanuar Yudha Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title | Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title_full | Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title_fullStr | Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title_full_unstemmed | Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title_short | Optimization of the risk-based small-scale LNG supply chain in the Indonesian archipelago |
title_sort | optimization of the risk-based small-scale lng supply chain in the indonesian archipelago |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468383/ https://www.ncbi.nlm.nih.gov/pubmed/37664736 http://dx.doi.org/10.1016/j.heliyon.2023.e19047 |
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