Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783658266653360128 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7920390 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wongpooimun blockchaininmanufacturingqualitycontrolacomputersimulationstudy AT rksinhashreya blockchaininmanufacturingqualitycontrolacomputersimulationstudy AT chuicheekong blockchaininmanufacturingqualitycontrolacomputersimulationstudy |