Artificial Intelligence as an Enabler of Quick and Effective Production Repurposing Manufactur-ing: An Exploratory Review and Future Research Propositions
Journal article
Authors | Garza-Reyes, J.A., Naz, F., Kumar, A., Agrawal, R., Majumdar, A. and Chokshi, H. |
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Abstract | The outbreak of Covid-19 created disruptions in manufacturing operations. One of the most serious negative impacts is the shortage of critical medical supplies. Manufacturing firms faced pressure from governments to use their manufacturing capacity to repurpose their production for meeting the critical demand for necessary products. For this purpose, recent advancements in technology and artificial intelligence (AI) could act as response solutions to conquer the threats linked with repurposing manufacturing (RM). The study’s purpose is to investigate the significance of AI in RM through a systematic literature review (SLR). This study gathered around 453 articles from the SCOPUS database in the selected research field. Structural Topic Modeling (STM) was utilized to generate emerging research themes from the selected documents on AI in RM. In addition, to study the research trends in the field of AI in RM, a bibliometric analysis was undertaken using the R-package. The findings of the study showed that there is a vast scope for research in this area as the yearly global production of articles in this field is limited. However, it is an evolving field and many research collaborations were identified. The study proposes a comprehensive research framework and propositions for future research development. |
Keywords | Repurposing manufacturing; Artificial intelligence; Structural topic modelling |
Year | 2023 |
Journal | Production Planning & Control |
Journal citation | pp. 1-24 |
Publisher | Taylor & Francis |
ISSN | 1366-5871 |
Digital Object Identifier (DOI) | https://doi.org/10.1080/09537287.2023.2248947 |
Web address (URL) | https://www.tandfonline.com/action/journalInformation?journalCode=tppc20 |
Accepted author manuscript | License File Access Level Open |
Output status | Published |
Publication dates | |
Online | 25 Aug 2023 |
Publication process dates | |
Deposited | 31 Aug 2023 |
https://repository.derby.ac.uk/item/q0124/artificial-intelligence-as-an-enabler-of-quick-and-effective-production-repurposing-manufactur-ing-an-exploratory-review-and-future-research-propositions
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Accepted author manuscript
Revised Manuscript. Revision 2.docx | ||
License: CC BY-NC-ND 4.0 | ||
File access level: Open |
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