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Opportunities for Industry 4.0 to Support Remanufacturing
Open accessAbstract
Remanufacturing is the process of bringing end-of-life products back to good-as-new. It plays a critical role in decoupling economic growth from growth in resource use, and in accelerating the circular economy. However, the uptake of remanufacturing activities faces obstacles. This paper reviews the challenges encountered by the remanufacturing sector and discusses how the Industry 4.0 revolution could help to effectively address these issues and unlock the potential of remanufacturing. Two case studies are included in this paper to exemplify how technology enablers from Industry 4.0 can increase efficiency, reliability, and digitization of the remanufacturing process.
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“The rise of I4.0 has led to the rapid growth of data volume (hence the term, Big Data) [63].”
From Digitisation and the Circular Economy: A Review of Current Research and Future Trends (2018) · cites this paper as [63]
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Product and Process Design for Successful Remanufacturing
Sundin, E. (2004) · DiVA (Linkoping University) · Cited by 251
Ijomah, W., McMahon, C. A., Hammond, G. P., & Newman, S. T. (2007) · International Journal of Production Research · doi:10.1080/00207540701450138 · Cited by 226
Characterizing the Remanufacturability of Engineering Systems
Amezquita, T., Hammond, R., Salazar, M., & Bras, B. (1995) · doi:10.1115/detc1995-0036 · Cited by 165
Pereira, O., Martín‐Alfonso, J. E., Rodríguez, A., Calleja, A., Fernández-Valdivielso, A., & de Lacalle, L. N. L. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.07.078 · Cited by 144
Urbikaín, G., Perez, J. M., de Lacalle, L. N. L., & Andueza, A. (2016) · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · doi:10.1177/0954405416661002 · Cited by 95
Towards Facilitating Circular Product Life-Cycle Information Flow via Remanufacturing
Kurilova-Palisaitienė, J., Lindkvist, L., & Sundin, E. (2015) · Procedia CIRP · doi:10.1016/j.procir.2015.02.162 · Cited by 55
Anderson, D. M. (2014) · Productivity Press eBooks · doi:10.1201/b16501 · Cited by 55
Guidat, T., Barquet, A. P. B., Widera, H., Rozenfeld, H., & Seliger, G. (2014) · Procedia CIRP · doi:10.1016/j.procir.2014.01.023 · Cited by 50
MÁQUINAS MULTITAREA: EVOLUCIÓN, RECURSOS, PROCESOS Y PROGRAMACIÓN
Calleja, A., González, H., Polvorosa, R., & de Lacalle, L. N. L. (2017) · DYNA · doi:10.6036/8237 · Cited by 11
Rese, M., & Everhartz, J. (2012) · Springer eBooks · doi:10.1007/978-3-642-32847-3_83 · Cited by 4
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- Nasr, N., and Thurston, M. (June, January 31). Remanufacturing: A key enabler to sustainable product systems. Proceedings of the 13th CIRP International Conference on Life-Cycle Engineering, Leuven, Belgium.
- 2017, Multitasking machines: evolution, resources, processes and scheduling, DYNA, 92, 637
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Vicentin, A. (2021) · doi:10.31414/em.2021.d.131328 · Cited by 1
Collin, J., Pellikka, J., & Penttinen, J. T. J. (2023) · doi:10.1002/9781394181513.ch2 · Cited by 1
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Jura, P. (2022) · Scientific Papers of Silesian University of Technology Organization and Management Series · doi:10.29119/1641-3466.2022.158.17
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Pérez, Á. M. R., Mancera, J. J. C., Torres, J. A. H., & Gomez, M. P. (2023) · Lecture notes in mechanical engineering · doi:10.1007/978-3-031-20325-1_33
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Santana, M. B. R., Ribeiro, P. C. C., & MAIA, R. C. (2023) · Anais ... Encontro Nacional de Engenharia de Produção/Anais do Encontro Nacional de Engenharia de Produção · doi:10.14488/enegep2023_tn_st_404_1990_45289
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Starodubova, A. А., & Iskhakova, D. D. (2024) · Russian Journal of Industrial Economics · doi:10.17073/2072-1633-2024-3-1234
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Hartono, N., Kerin, M., & Pham, D. T. (2025) · Lecture notes in networks and systems · doi:10.1007/978-3-032-10150-1_3
Liu, J., Sun, S., Ren, W., Li, K., & Xiao, W. (2026) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-026-17760-z
Guo, S., Xie, T., Men, Z., Gao, X., & Li, L. (2026) · Optics & Laser Technology · doi:10.1016/j.optlastec.2026.115609
Methodology to design a technology-enabled circular manufacturing system
Denu, M., David, P., Mangione, F., & Landry, A. (2026) · International Journal of Production Research · doi:10.1080/00207543.2026.2701078
Computer-based data processing approaches to production scrap management
Wójcik, Ł., Gola, A., & Pizoń, J. (2026) · Applied Computer Science · doi:10.35784/acs_9610
Metadata
- Authors
- Yang, S., M. R., A. R., Kaminski, J., & Pepin, H.
- Affiliations
- Agency for Science, Technology and Research (SG)
- Advanced Remanufacturing and Technology Centre (ARTC), Agency for Science, Technology and Research (A*STAR), 3 CleanTech Loop, #01/01, CleanTech Two, Singapore 637143, Singapore
- Venue
- Applied Sciences
- Publisher
- MDPI AG
- Published
- 2018-07-19
- Volume
- 8
- Issue
- 7
- Pages
- 1177
- ISSN
- 2076-3417 (ISSN-L)
- OpenAlex
- W2884262578
- Cited by
- 190
- References
- 11
- Citations by year
- 2026: 5 · 2025: 16 · 2024: 27 · 2023: 30 · 2022: 34 · 2021: 37 · 2020: 30 · 2019: 9 · 2018: 2
- FWCI
- 32.60
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Applied Sciences (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Social Sciences › Decision Sciences › Management Science and Operations Research › Impact of AI and Big Data on Business and Society
- Keywords
- remanufacturing, Industry 4.0, circular economy, end-of-life products, technology enablers, resource efficiency
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