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Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework
COVID-19 pandemic, in the past 2 years, has affected all aspects of life, as well as businesses with different extents. The fifth wave, pushed by the omicron variant, seems to pave way to a new course of development. In this study we present a hybrid simulation modelling approach using agent-based s...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605716/ http://dx.doi.org/10.1016/j.ifacol.2022.10.037 |
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author | Mahachi, Mukai Moukala, Honoré Ismail, Abdelgafar Hopf, Anna Ehm, Hans |
author_facet | Mahachi, Mukai Moukala, Honoré Ismail, Abdelgafar Hopf, Anna Ehm, Hans |
author_sort | Mahachi, Mukai |
collection | PubMed |
description | COVID-19 pandemic, in the past 2 years, has affected all aspects of life, as well as businesses with different extents. The fifth wave, pushed by the omicron variant, seems to pave way to a new course of development. In this study we present a hybrid simulation modelling approach using agent-based simulation (AB) and system dynamics (SD). This hybrid model is used to evaluate the pandemic dynamics and its impact on the supply chain (SC) of a semiconductor company. We modelled the infection waves, governmental stringency values, and their impact on demand for several semiconductor applications. Additionally, we simulated vaccination, mutation factors and other recent developments of the pandemic. The results of the epidemiological model show that while the COVID-19 evolved in multiple waves, government restrictions and vaccinations are keys to control the spread of the virus. Moreover, the possible endemic nature of the pandemic fuels the importance of the continuation of our work, as this work will be the backbone of a SC risk management framework: resilient SCs need to be equipped with mitigation measures, to face future challenges. The results of the SC model suggest that mitigation of the COVID-19 disruption could be achieved by having high inventory and/or high global flexibility capacities. |
format | Online Article Text |
id | pubmed-9605716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96057162022-10-27 Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework Mahachi, Mukai Moukala, Honoré Ismail, Abdelgafar Hopf, Anna Ehm, Hans IFAC-PapersOnLine Article COVID-19 pandemic, in the past 2 years, has affected all aspects of life, as well as businesses with different extents. The fifth wave, pushed by the omicron variant, seems to pave way to a new course of development. In this study we present a hybrid simulation modelling approach using agent-based simulation (AB) and system dynamics (SD). This hybrid model is used to evaluate the pandemic dynamics and its impact on the supply chain (SC) of a semiconductor company. We modelled the infection waves, governmental stringency values, and their impact on demand for several semiconductor applications. Additionally, we simulated vaccination, mutation factors and other recent developments of the pandemic. The results of the epidemiological model show that while the COVID-19 evolved in multiple waves, government restrictions and vaccinations are keys to control the spread of the virus. Moreover, the possible endemic nature of the pandemic fuels the importance of the continuation of our work, as this work will be the backbone of a SC risk management framework: resilient SCs need to be equipped with mitigation measures, to face future challenges. The results of the SC model suggest that mitigation of the COVID-19 disruption could be achieved by having high inventory and/or high global flexibility capacities. , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2022 2022-10-26 /pmc/articles/PMC9605716/ http://dx.doi.org/10.1016/j.ifacol.2022.10.037 Text en © 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 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 Mahachi, Mukai Moukala, Honoré Ismail, Abdelgafar Hopf, Anna Ehm, Hans Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title | Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title_full | Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title_fullStr | Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title_full_unstemmed | Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title_short | Simulating the COVID19-pandemic and its impact on the semiconductor supply chain: Enabling a supply chain risk management framework |
title_sort | simulating the covid19-pandemic and its impact on the semiconductor supply chain: enabling a supply chain risk management framework |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605716/ http://dx.doi.org/10.1016/j.ifacol.2022.10.037 |
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