Quantum cyber-physical systems

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作者
Javier Villalba-Diez
Ana González-Marcos
Joaquín Ordieres-Meré
机构
[1] Hochschule Heilbronn,Department of Mechanical Engineering
[2] Fakultät Management und Vertrieb,Escuela Técnica Superior de Ingenieros Industriales (ETSII)
[3] Complex Systems Group,undefined
[4] Universidad Politécnica de Madrid,undefined
[5] Universidad de La Rioja,undefined
[6] Universidad Politécnica de Madrid,undefined
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摘要
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.
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