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Article

Circular Economy Strategy Selection Through a Digital Twin Approach

1
Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy
2
Department of Engineering, University of Campania Luigi Vanvitelli, 81031 Aversa, Italy
3
Enginfo Consulting Srl, Corso S. D’Amato, 87/89, 80022 Arzano, NA, Italy
*
Author to whom correspondence should be addressed.
Appl. Sci. 2025, 15(13), 7016; https://doi.org/10.3390/app15137016 (registering DOI)
Submission received: 24 February 2025 / Revised: 17 June 2025 / Accepted: 18 June 2025 / Published: 21 June 2025
(This article belongs to the Special Issue Sustainability and Green Supply Chain Management in Industrial Fields)

Abstract

This study investigated the impact of different reverse logistics strategies on the economic and environmental performance of a system within the rubber flooring sector. A simulation tool was developed to replicate the behavior of a real production system, focusing on the transition from linear to circular processes. By considering multiple factors influencing system performance, this research offers an overview of the sustainability of various RL strategies and provides realistic estimates for different scenarios. Three key factors were used to evaluate each strategy’s response: transportation distance, flooring thickness, and returned flooring quality. The findings suggest that an environmental advantage generally favors on-site inspections at the customer’s location to assess the returned product’s condition, regardless of distance. However, centralizing inspections at the manufacturer’s facility is more economically advantageous when distances are short, particularly when the company prioritizes recycling over other circular economy practices. Based on these results, practical implications and guidelines are proposed to help companies balance cost-effectiveness with sustainability, optimizing their operations within a circular economy framework.
Keywords: remanufacturing; recycling; reverse logistics; simulation; case study remanufacturing; recycling; reverse logistics; simulation; case study

Share and Cite

MDPI and ACS Style

Rinaldi, M.; Caterino, M.; Fera, M.; Abbate, R.; Daniele, U.; Macchiaroli, R. Circular Economy Strategy Selection Through a Digital Twin Approach. Appl. Sci. 2025, 15, 7016. https://doi.org/10.3390/app15137016

AMA Style

Rinaldi M, Caterino M, Fera M, Abbate R, Daniele U, Macchiaroli R. Circular Economy Strategy Selection Through a Digital Twin Approach. Applied Sciences. 2025; 15(13):7016. https://doi.org/10.3390/app15137016

Chicago/Turabian Style

Rinaldi, Marta, Mario Caterino, Marcello Fera, Raffaele Abbate, Umberto Daniele, and Roberto Macchiaroli. 2025. "Circular Economy Strategy Selection Through a Digital Twin Approach" Applied Sciences 15, no. 13: 7016. https://doi.org/10.3390/app15137016

APA Style

Rinaldi, M., Caterino, M., Fera, M., Abbate, R., Daniele, U., & Macchiaroli, R. (2025). Circular Economy Strategy Selection Through a Digital Twin Approach. Applied Sciences, 15(13), 7016. https://doi.org/10.3390/app15137016

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