The DOI matches its Crossref record; 14 of the 14 references it cites were found in a registry or an index.
Quantitative benefits of the digital product passport and data sharing in remanufacturing
Open accessAbstract
As a part of the circular economy – which aims at closing the loop of materials – remanufacturing is getting more and more attention in recent years. With remanufacturing, companies are carrying out a recovery operation of used products with the aim of rebuilding a like-new condition. As various members of the supply chain are involved in this process, and product data needed for optimal operation is often missing, remanufacturing processes can become uncertain and hard to optimize. The goal of a new European Commission initiative, the digital product passport (DPP), is to facilitate information exchange between stakeholders, in order to reduce uncertainties. DPP, assigned to a product, could contain information about e.g., its origin, composition, repair and dismantling possibilities. In the paper, the essence of DPP is introduced, and a case study is presented to show the qualitative benefits of the increased amount of information about the product. A discrete event-based simulation model of three real production lines that are (re)manufacturing cylinder heads is presented. Experiments are also conducted, where quantitative benefits of using DPP are highlighted, such as decreasing unnecessary production time, increasing ratio of remanufactured parts and increasing output.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Furthermore, DPP can assist remanufacturing by providing information on product origin, composition, repair, and dismantling instructions from original manufacturers (Szaller et al. 2023).”
From Digital product passport for sustainable and circular supply chain management: a structured review of use cases (2024) · cites this paper as Szaller et al. 2023
Citations
Cites
Supply chain coordination: Perspectives, empirical studies and research directions
Arshinder, Kanda, A., & Deshmukh, S. G. (2008) · International Journal of Production Economics · doi:10.1016/j.ijpe.2008.05.011 · Cited by 853
Supply chain coordination by revenue sharing contracts
Giannoccaro, I., & Pontrandolfo, P. (2003) · International Journal of Production Economics · doi:10.1016/s0925-5273(03)00047-1 · Cited by 654
Towards a digital product passport fit for contributing to a circular economy
Adisorn, T., Tholen, L., & Götz, T. (2021) · Energies · doi:10.3390/en14082289 · Cited by 313
Berger, K., Schöggl, J.-P., & Baumgartner, R. J. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.131492 · Cited by 216
Overview of coordination contracts within forward and reverse supply chains
Govindan, K., Popiuc, M. N., & Diabat, A. H. (2013) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2013.02.001 · Cited by 216
Towards circular economy in production planning: Challenges and opportunities
Suzanne, É., Absi, N., & Borodin, V. (2020) · European Journal of Operational Research · doi:10.1016/j.ejor.2020.04.043 · Cited by 167
Core (product) Acquisition Management for remanufacturing: a review
Wei, S., Tang, O., & Sundin, E. (2015) · Journal of remanufacturing · doi:10.1186/s13243-015-0014-7 · Cited by 134
Digital twins for information-sharing in remanufacturing supply chain: A review
Chen, Z., & Huang, L. (2020) · Energy · doi:10.1016/j.energy.2020.119712 · Cited by 126
Data Sovereignty and Data Space Ecosystems
Jarke, M., Otto, B., & Ram, S. (2019) · Business & Information Systems Engineering · doi:10.1007/s12599-019-00614-2 · Cited by 106
Remanufacturing and pricing decisions with random yield and random demand
Li, X., Li, Y., & Cai, X. (2014) · Computers & Operations Research · doi:10.1016/j.cor.2014.01.005 · Cited by 102
Research works printed but not linked: 2
- University of Cambridge Institute for Sustainability Leadership (CISL) and the Wuppertal Institute., Digital product passport: The ticket to achieving a climate neutral and circular european economy?
- Guth-Orlowski, 2022, Product passport pioneers: 5 with michele galatola, european commission
Cited by
Sorted by citations
Zhang, A., & Seuring, S. (2024) · International Journal of Logistics Research and Applications · doi:10.1080/13675567.2024.2374256 · Cited by 158
“Furthermore, DPP can assist remanufacturing by providing information on product origin, composition, repair, and dismantling instructions from original manufacturers (Szaller et al. 2023).”
Digital Product Passport: A Review and Research Agenda
Lopes, C., & Barata, J. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.09.517 · Cited by 75
Wicaksono, H., Mengistu, A., Bashyal, A., & Fekete, T. (2025) · Procedia Computer Science · doi:10.1016/j.procs.2025.02.022 · Cited by 51
Psarommatis, F., Konstantinidis, F. K., Azamfirei, V., & May, G. (2024) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2024.09.199 · Cited by 22
Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models—A Survey
Kim, Y. H., Ye, W., Kumar, R., Bail, F., Dvorak, J., Tan, Y., May, M. C., Chang, Q., Athinarayanan, R., Lanza, G., et al. (2024) · Algorithms · doi:10.3390/a17120562 · Cited by 19
Metadata
- Authors
- Szaller, Á., Gallina, V., Gal, B., Gaal, A., & Fries, C.
- Affiliations
- HUN-REN Institute for Computer Science and Control (HU)
- Fraunhofer Austria (AT)
- Fraunhofer Institute for Manufacturing Engineering and Automation (DE)
- Corresponding author
- Szaller, Ádám
- Venue
- Procedia CIRP
- Publisher
- Elsevier BV
- Published
- 2023
- Volume
- 120
- Pages
- 928-933
- ISSN
- 2212-8271 (ISSN-L)
- OpenAlex
- W4390827482
- Cited by
- 25
- References
- 14
- Citations by year
- 2026: 10 · 2025: 7 · 2024: 8
- FWCI
- 5.39
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- Procedia CIRP (publishedVersion, cc-by-nc-nd)
- SZTAKI Publication Repository (Hungarian Academy of Sciences) (submittedVersion)
- Fraunhofer-Publica (Fraunhofer-Gesellschaft) (submittedVersion, other-oa)
- Funders
- National Research Development and Innovation Office
- European Commission (739592)
- 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
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Manufacturing Process and Optimization
- Keywords
- digital product passport, remanufacturing, circular economy, data sharing, information sharing, production line simulation, production time reduction, supply chain uncertainty
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Quantitative benefits of the digital product passport and data sharing in remanufacturing. https://app.cochat.ai/papers/10.1016/j.procir.2023.09.102
- The paper
- Szaller, Á., Gallina, V., Gal, B., Gaal, A., & Fries, C. (2023). Quantitative benefits of the digital product passport and data sharing in remanufacturing. Procedia CIRP. https://doi.org/10.1016/j.procir.2023.09.102