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Digital Twin Integration for Workforce Training: Transforming SMEs in the Ornamental Stone Industry

Year: 2025

Type: article

Abstract: Digital twin technology offers immersive and cost-effective solutions for workforce training, yet its practical implementation within SME training frameworks remains limited. This study develops and evaluates the Digital Twin Framework for Workforce Training (DT4WFT), addressing key challenges such as resource constraints and precision through tools like Siemens NX Mechatronic Concept Design (MCD) and StoneCUT@Line®. Employing a mixed-methods approach, qualitative insights from managers, and quantitative analysis demonstrated the framework’s potential to enhance operator performance, improve efficiency, and reduce lead times. However, the validation was based solely on managerial perceptions, as the framework has not yet been implemented in real-world settings. Statistical analysis confirmed strong correlations between the framework’s perceived implementation and improved training outcomes, highlighting its scalability and adaptability. Future research should focus on practical implementation, cross-industry applications, and longitudinal studies to evaluate sustained impacts, ensuring the DT4WFT framework’s broader relevance and effectiveness in workforce development.

Source: Systems

DOI: 10.3390/systems13020120

Authors: Carlos E Cremonini, Carlos Capela, Agostinho da Silva, Marcelo C Gaspar, Joel C Vasco

Institutions: Universidade de Leiria e Oeste, University of Coimbra, University of Beira Interior, Associação para o Desenvolvimento da Aerodinâmica Industrial, University of Minho

Language: English

Topic: Digital Transformation in Industry

Subfield: Industrial and Manufacturing Engineering

Field: Engineering

Domain: Physical Sciences

SDGs: Decent work and economic growth, Industry, innovation and infrastructure

Open Access status: gold

Estimated APC paid: $2,896