Digitizing SMEs in the EU: A scalable model for retrofitting machinery to Industry 4.0

Small and Medium-sized Enterprises (SMEs) have faced significant economic challenges since the COVID-19 pandemic, compounded by high inflation, rising energy costs, and the cessation of government financial support. War-related disruptions in Europe have further exacerbated these issues. As the backbone of the European economy, SMEs must embrace Industry 4.0 to remain competitive. However, many lack the resources or expertise to adopt smart technologies. This article proposes a cost-effective, scalable model to guide SMEs in transitioning towards Industry 4.0 by retrofitting existing machinery. By assessing machinery readiness and identifying critical areas for digitization, the model enables targeted investments that optimize production and reduce costs. A gradual, tailored approach ensures alignment with SMEs’ financial and technical capacities, fostering modernization and long-term growth. The successful implementation of the AFB production system highlights the feasibility of retrofitting existing systems to meet modern manufacturing demands.

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Publication Details

Journal
Applications in Engineering Science
Published
2025-05-26
DOI
https://doi.org/10.1016/j.apples.2025.100230
Citations
3
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
3.73

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article

Digitizing SMEs in the EU: A scalable model for retrofitting machinery to Industry 4.0

Martin Bartoň, Gabriel Gašpar, Maximilián Strémy, Roman Budjač et al.
3 citations
Applications in Engineering Science
Digital Transformation in Industry
3.73
article

Digitizing SMEs in the EU: A scalable model for retrofitting machinery to Industry 4.0

Martin Bartoň, Gabriel Gašpar, Maximilián Strémy, Roman Budjač, Maroš Valášek, Tomáš Meravý
article en
3 citations

Abstract

Small and Medium-sized Enterprises (SMEs) have faced significant economic challenges since the COVID-19 pandemic, compounded by high inflation, rising energy costs, and the cessation of government financial support. War-related disruptions in Europe have further exacerbated these issues. As the backbone of the European economy, SMEs must embrace Industry 4.0 to remain competitive. However, many lack the resources or expertise to adopt smart technologies. This article proposes a cost-effective, scalable model to guide SMEs in transitioning towards Industry 4.0 by retrofitting existing machinery. By assessing machinery readiness and identifying critical areas for digitization, the model enables targeted investments that optimize production and reduce costs. A gradual, tailored approach ensures alignment with SMEs’ financial and technical capacities, fostering modernization and long-term growth. The successful implementation of the AFB production system highlights the feasibility of retrofitting existing systems to meet modern manufacturing demands.

Applications in Engineering ScienceVol. 23
Slovak University of Technology in Bratislava (SK), University of Žilina (SK)
European Commission
Industry, innovation and infrastructure
Openalex Percentile: Top 7%
Digital Transformation in Industry
3.73
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Digitizing SMEs in the EU: A scalable model for retrofitting machinery to Industry 4.0 — Martin Bartoň, Gabriel Gašpar, et al. · Applications in Engineering Science (2025) | TGRS Research Map | TGRS