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Blockchain in manufacturing quality control: A computer simulation study

Blockchain has been applied to quality control in manufacturing, but the problems of false defect detections and lack of data transparency remain. This paper proposes a framework, Blockchain Quality Controller (BCQC), to overcome these limitations while fortifying data security. BCQC utilizes blockc...

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Detalles Bibliográficos
Autores principales: Wong, Pooi-Mun, R. K. Sinha, Shreya, Chui, Chee-Kong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7920390/
https://www.ncbi.nlm.nih.gov/pubmed/33647047
http://dx.doi.org/10.1371/journal.pone.0247925
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author Wong, Pooi-Mun
R. K. Sinha, Shreya
Chui, Chee-Kong
author_facet Wong, Pooi-Mun
R. K. Sinha, Shreya
Chui, Chee-Kong
author_sort Wong, Pooi-Mun
collection PubMed
description Blockchain has been applied to quality control in manufacturing, but the problems of false defect detections and lack of data transparency remain. This paper proposes a framework, Blockchain Quality Controller (BCQC), to overcome these limitations while fortifying data security. BCQC utilizes blockchain and Internet-of-Things to form a peer-to-peer supervision network. This paper also proposes a consensus algorithm, Quality Defect Tolerance (QDT), to adopt blockchain for during-production quality control. Simulation results show that BCQC enhances data security and improves defect detections. Although the time taken for the quality control process increases with the number of nodes in blockchain, the application of QDT allows multiple inspections on a workpiece to be consolidated at a faster pace, effectively speeding up the entire quality control process. The BCQC and QDT can improve the quality of parts produced for mass personalization manufacturing.
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spelling pubmed-79203902021-03-09 Blockchain in manufacturing quality control: A computer simulation study Wong, Pooi-Mun R. K. Sinha, Shreya Chui, Chee-Kong PLoS One Research Article Blockchain has been applied to quality control in manufacturing, but the problems of false defect detections and lack of data transparency remain. This paper proposes a framework, Blockchain Quality Controller (BCQC), to overcome these limitations while fortifying data security. BCQC utilizes blockchain and Internet-of-Things to form a peer-to-peer supervision network. This paper also proposes a consensus algorithm, Quality Defect Tolerance (QDT), to adopt blockchain for during-production quality control. Simulation results show that BCQC enhances data security and improves defect detections. Although the time taken for the quality control process increases with the number of nodes in blockchain, the application of QDT allows multiple inspections on a workpiece to be consolidated at a faster pace, effectively speeding up the entire quality control process. The BCQC and QDT can improve the quality of parts produced for mass personalization manufacturing. Public Library of Science 2021-03-01 /pmc/articles/PMC7920390/ /pubmed/33647047 http://dx.doi.org/10.1371/journal.pone.0247925 Text en © 2021 Wong et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wong, Pooi-Mun
R. K. Sinha, Shreya
Chui, Chee-Kong
Blockchain in manufacturing quality control: A computer simulation study
title Blockchain in manufacturing quality control: A computer simulation study
title_full Blockchain in manufacturing quality control: A computer simulation study
title_fullStr Blockchain in manufacturing quality control: A computer simulation study
title_full_unstemmed Blockchain in manufacturing quality control: A computer simulation study
title_short Blockchain in manufacturing quality control: A computer simulation study
title_sort blockchain in manufacturing quality control: a computer simulation study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7920390/
https://www.ncbi.nlm.nih.gov/pubmed/33647047
http://dx.doi.org/10.1371/journal.pone.0247925
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