Quantum cyber-physical systems

Author:

Villalba-Diez JavierORCID,González-Marcos Ana,Ordieres-Meré JoaquínORCID

Abstract

AbstractThis 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.

Funder

Ministry of Economy and Competitiveness | Agencia Estatal de Investigación

Hochschule Heilbronn

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

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3. Cyber-Physical System for Industrial Automation Using Quantum Deep Learning;2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART);2022-12-16

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