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The aim is to enhance digital twin models for complex mechatronic systems using symmetry principles.

April 18, 2026

Digital Twins in Mechatronics: A Symmetry-Based Approach to System Modelling and Analysis

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The aim is to enhance digital twin models for complex mechatronic systems using symmetry principles.
Integration of symmetry principles into digital twin modelling.
Utilization of a modular automated production line as a case study.
Application of Software-in-the-Loop and Model-in-the-Loop methodologies.
Development of a Component Mapping Matrix for system decomposition.
Enhanced modelling efficiency and anomaly detection observed.
Reduced computational overhead achieved through symmetry application.
Improved predictive maintenance capabilities demonstrated.
Increased scalability and robustness in mechatronic systems noted.

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Integrates symmetry principles into digital twin models for mechatronic systems, suggesting improved model efficiency and anomaly detection.

Mănescu et al. (2026) studied this question.

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Integrates symmetry principles into digital twin models for mechatronic systems, suggesting improved model efficiency and anomaly detection.