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Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model
In order to improve the management efficiency of the safety status of Industry 4.0 engineering products, the multigranularity access control model (MGACM) Industry 4.0 engineering product life cycle management (PLM) is adopted to optimize the safety management mode of Industry 4.0 engineering produc...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8799327/ https://www.ncbi.nlm.nih.gov/pubmed/35096041 http://dx.doi.org/10.1155/2022/3655621 |
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author | Yu, Longfei Zhu, Shifan |
author_facet | Yu, Longfei Zhu, Shifan |
author_sort | Yu, Longfei |
collection | PubMed |
description | In order to improve the management efficiency of the safety status of Industry 4.0 engineering products, the multigranularity access control model (MGACM) Industry 4.0 engineering product life cycle management (PLM) is adopted to optimize the safety management mode of Industry 4.0 engineering products in this paper. The multigranularity access control model is constructed in this paper, which has strong nonlinearity and better fault tolerance. In addition, the parameters of PLM are optimized through the multiparticle access control model, and PLM search is enabled. Taking into account the slow and easy convergence of the multigranular access control model, a niche technology with full life cycle heterogeneity and elimination mechanism is proposed to solve the premature convergence problem of the multigranular access control model. The final simulation results of this paper show that, compared with traditional algorithms, the proposed multigranularity access control model is more reliable and effective and has faster convergence speed and higher management efficiency. |
format | Online Article Text |
id | pubmed-8799327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87993272022-01-29 Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model Yu, Longfei Zhu, Shifan Comput Intell Neurosci Research Article In order to improve the management efficiency of the safety status of Industry 4.0 engineering products, the multigranularity access control model (MGACM) Industry 4.0 engineering product life cycle management (PLM) is adopted to optimize the safety management mode of Industry 4.0 engineering products in this paper. The multigranularity access control model is constructed in this paper, which has strong nonlinearity and better fault tolerance. In addition, the parameters of PLM are optimized through the multiparticle access control model, and PLM search is enabled. Taking into account the slow and easy convergence of the multigranular access control model, a niche technology with full life cycle heterogeneity and elimination mechanism is proposed to solve the premature convergence problem of the multigranular access control model. The final simulation results of this paper show that, compared with traditional algorithms, the proposed multigranularity access control model is more reliable and effective and has faster convergence speed and higher management efficiency. Hindawi 2022-01-21 /pmc/articles/PMC8799327/ /pubmed/35096041 http://dx.doi.org/10.1155/2022/3655621 Text en Copyright © 2022 Longfei Yu and Shifan Zhu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yu, Longfei Zhu, Shifan Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title | Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title_full | Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title_fullStr | Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title_full_unstemmed | Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title_short | Industry 4.0 Engineering Product Life Cycle Management Based on Multigranularity Access Control Model |
title_sort | industry 4.0 engineering product life cycle management based on multigranularity access control model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8799327/ https://www.ncbi.nlm.nih.gov/pubmed/35096041 http://dx.doi.org/10.1155/2022/3655621 |
work_keys_str_mv | AT yulongfei industry40engineeringproductlifecyclemanagementbasedonmultigranularityaccesscontrolmodel AT zhushifan industry40engineeringproductlifecyclemanagementbasedonmultigranularityaccesscontrolmodel |