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Quantum cyber-physical systems
This paper aims to promote a quantum framework that analyzes Industry 4.0 cyber-physical systems more efficiently than traditional simulations used to represent integrated systems. The paper proposes a novel configuration of distributed quantum circuits in multilayered complex networks that enable t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106656/ https://www.ncbi.nlm.nih.gov/pubmed/35562377 http://dx.doi.org/10.1038/s41598-022-11691-x |
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author | Villalba-Diez, Javier González-Marcos, Ana Ordieres-Meré, Joaquín |
author_facet | Villalba-Diez, Javier González-Marcos, Ana Ordieres-Meré, Joaquín |
author_sort | Villalba-Diez, Javier |
collection | PubMed |
description | This paper aims to promote a quantum framework that analyzes Industry 4.0 cyber-physical systems more efficiently than traditional simulations used to represent integrated systems. The paper proposes a novel configuration of distributed quantum circuits in multilayered complex networks that enable the evaluation of industrial value creation chains. In particular, two different mechanisms for the integration of information between circuits operating at different layers are proposed, where their behavior is analyzed and compared with the classical conditional probability tables linked to the Bayesian networks. With the proposed method, both linear and nonlinear behaviors become possible while the complexity remains bounded. Applications in the case of Industry 4.0 are discussed when a component’s health is under consideration, where the effect of integration between different quantum cyber-physical digital twin models appears as a relevant implication. |
format | Online Article Text |
id | pubmed-9106656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91066562022-05-15 Quantum cyber-physical systems Villalba-Diez, Javier González-Marcos, Ana Ordieres-Meré, Joaquín Sci Rep Article This paper aims to promote a quantum framework that analyzes Industry 4.0 cyber-physical systems more efficiently than traditional simulations used to represent integrated systems. The paper proposes a novel configuration of distributed quantum circuits in multilayered complex networks that enable the evaluation of industrial value creation chains. In particular, two different mechanisms for the integration of information between circuits operating at different layers are proposed, where their behavior is analyzed and compared with the classical conditional probability tables linked to the Bayesian networks. With the proposed method, both linear and nonlinear behaviors become possible while the complexity remains bounded. Applications in the case of Industry 4.0 are discussed when a component’s health is under consideration, where the effect of integration between different quantum cyber-physical digital twin models appears as a relevant implication. Nature Publishing Group UK 2022-05-13 /pmc/articles/PMC9106656/ /pubmed/35562377 http://dx.doi.org/10.1038/s41598-022-11691-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Villalba-Diez, Javier González-Marcos, Ana Ordieres-Meré, Joaquín Quantum cyber-physical systems |
title | Quantum cyber-physical systems |
title_full | Quantum cyber-physical systems |
title_fullStr | Quantum cyber-physical systems |
title_full_unstemmed | Quantum cyber-physical systems |
title_short | Quantum cyber-physical systems |
title_sort | quantum cyber-physical systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106656/ https://www.ncbi.nlm.nih.gov/pubmed/35562377 http://dx.doi.org/10.1038/s41598-022-11691-x |
work_keys_str_mv | AT villalbadiezjavier quantumcyberphysicalsystems AT gonzalezmarcosana quantumcyberphysicalsystems AT ordieresmerejoaquin quantumcyberphysicalsystems |