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Research on digital twin modeling and monitoring technology for smoke alarm calibration system
Aiming at the problems of backward calibration method of smoke alarm, low production efficiency and difficult real-time monitoring, a digital twin system modeling and monitoring method of smoke alarm calibration is proposed. First, through the analysis of smoke alarm calibration requirements, the ov...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630454/ https://www.ncbi.nlm.nih.gov/pubmed/37935818 http://dx.doi.org/10.1038/s41598-023-46761-1 |
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author | Min, Wu Wenfeng, Ying |
author_facet | Min, Wu Wenfeng, Ying |
author_sort | Min, Wu |
collection | PubMed |
description | Aiming at the problems of backward calibration method of smoke alarm, low production efficiency and difficult real-time monitoring, a digital twin system modeling and monitoring method of smoke alarm calibration is proposed. First, through the analysis of smoke alarm calibration requirements, the overall framework design of the digital twin calibration system for smoke alarm is proposed, and then the twin model of smoke box is constructed by running the digital twin five-dimensional model. The physical smoke box, geometric model, physical model, rule model and behavior model are introduced in detail; Then the communication system architecture, data acquisition and data mapping are used to construct the twin data model; Finally, the feasibility was verified by the calibration system of an enterprise. Through the system, the qualified rate of smoke alarm calibration was increased from 98 to 99.6%, and the repair rate of defective products was reduced by 1.6%. |
format | Online Article Text |
id | pubmed-10630454 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106304542023-11-07 Research on digital twin modeling and monitoring technology for smoke alarm calibration system Min, Wu Wenfeng, Ying Sci Rep Article Aiming at the problems of backward calibration method of smoke alarm, low production efficiency and difficult real-time monitoring, a digital twin system modeling and monitoring method of smoke alarm calibration is proposed. First, through the analysis of smoke alarm calibration requirements, the overall framework design of the digital twin calibration system for smoke alarm is proposed, and then the twin model of smoke box is constructed by running the digital twin five-dimensional model. The physical smoke box, geometric model, physical model, rule model and behavior model are introduced in detail; Then the communication system architecture, data acquisition and data mapping are used to construct the twin data model; Finally, the feasibility was verified by the calibration system of an enterprise. Through the system, the qualified rate of smoke alarm calibration was increased from 98 to 99.6%, and the repair rate of defective products was reduced by 1.6%. Nature Publishing Group UK 2023-11-07 /pmc/articles/PMC10630454/ /pubmed/37935818 http://dx.doi.org/10.1038/s41598-023-46761-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Min, Wu Wenfeng, Ying Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title | Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title_full | Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title_fullStr | Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title_full_unstemmed | Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title_short | Research on digital twin modeling and monitoring technology for smoke alarm calibration system |
title_sort | research on digital twin modeling and monitoring technology for smoke alarm calibration system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630454/ https://www.ncbi.nlm.nih.gov/pubmed/37935818 http://dx.doi.org/10.1038/s41598-023-46761-1 |
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