Reverse Engineering Approach for Enhancing Product Circularity Under Consideration of Ecological and Economic Aspects

Authors

DOI:

https://doi.org/10.55845/joce-2026-41192

Keywords:

Reverse Engineering, Circular Economy, Life Cycle Assessment, Life Cycle Costing, Life Cycle Gap Assessment, Design for Sustainability

Abstract

Achieving a circular economy (CE) is a key sustainability objective, but solutions and methods to guide users towards implementation at the product level are lacking. Generic guidelines such as Design for X (DfX) and purely quantitative assessment methods, such as Life Cycle Assessment (LCA), Life Cycle Costing (LCC), and circularity assessment via the Life Cycle Gap Analysis (LCGA), confront practitioners with the challenge of translating them into actionable measures. To close this gap, this study proposes a four-step reverse engineering (RE) approach that traces back circularity weaknesses along the product life cycle and derives possible changes in product design, production steps, and materials based on DfX. The approach incorporates quantitative assessment via LCA, LCGA, and LCC to ensure ecological and economic improvement based on the changes derived at product level, without burden shifting towards another life cycle phase. This approach embeds within CE frameworks, bridging qualitative and quantitative methods.

References

Andreasen, M. M., & Mortensen, N. H. (Eds.) (1997). Basic thinking patterns and working methods for multiple DFX, 7-12. https://www.designsociety.org/publication/27458/basic_thinking_patterns_and_working_methods_for_multiple_dfx

Aqeel, A. B., Aziz, M. I., Zaman, U. K. u., & Aafaq, N. (2023). Reverse Engineering, Handbook of Manufacturing Systems and Design, 268–278. CRC Press. https://doi.org/10.1201/9781003327523-19

Baumann, H., Boons, F., & Bragd, A. (2002). Mapping the green product development field: engineering, policy and business perspectives. Journal of Cleaner Production, 10(5), 409–425. https://doi.org/10.1016/S0959-6526(02)00015-X

Benabdellah, A. C., Bouhaddou, I., Benghabrit, A., & Benghabrit, O. (2019). A systematic review of design for X techniques from 1980 to 2018: concepts, applications, and perspectives. The International Journal of Advanced Manufacturing Technology, 102(9-12), 3473–3502. https://doi.org/10.1007/s00170-019-03418-6

Blumenthal, D., Schvartz, M., Guénard Lampron, V., & Masson, M. (2025). Sensory reverse engineering: A framework for sustainable product development used on vegan chocolate mousse. Food Quality and Preference, 133, 105614. https://doi.org/10.1016/j.foodqual.2025.105614

Buchberger, S., Hofbauer, G., Mangold, L., & Truong, K. (2019). Das Prinzip der Circular Economy als Maxime für Beschaffung und Vertrieb in der Industrie. Arbeitsberichte – Working Papers: Vol. 46. https://www.thi.de/fileadmin/daten/Working_Papers/thi_workingpaper_46_hofbauer.pdf

Chikofsky, E. J., & Cross, J. H. (1990). Reverse engineering and design recovery: a taxonomy. IEEE Software, 7(1), 13–17. https://doi.org/10.1109/52.43044

Chiu, M. C., & Kremer, G. E. O. (2011). Investigation of the applicability of Design for X tools during design concept evolution: a literature review. International Journal of Product Development, 13(2), 132. https://doi.org/10.1504/IJPD.2011.038869

Cinelli, M., Kadziński, M., Gonzalez, M., & Słowiński, R. (2020). How to support the application of multiple criteria decision analysis? Let us start with a comprehensive taxonomy. Omega, 96. https://doi.org/10.1016/j.omega.2020.102261

Cooper, T. (1994). Beyond recycling: the longer life option. The new economics foundation. https://www.researchgate.net/publication/245584324_Beyond_recycling_the_longer_life_option/link/54b3c85b0cf26833efcf0a23/download?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIn19

Devanathan, S., Ramanujan, D., Bernstein, W. Z., Zhao, F., & Ramani, K. (2010). Integration of Sustainability Into Early Design Through the Function Impact Matrix. Journal of Mechanical Design, 132(8), Article 081004. https://doi.org/10.1115/1.4001890

Dieterle, M. (2023). Die Life Cycle Gap Analyse - Herleitung, Definition und exemplarische Anwendung [Dissertation, Karlsruher Institut für Technologie; Fraunhofer-Institut für Chemische Technologie, Pfinztal]. GBV Gemeinsamer Bibliotheksverbund.

Directive 2009/48/EG über die Sicherheit von Spielzeug (2009). https://eur-lex.europa.eu/legal-content/DE/ALL/?uri=CELEX%3A32009L0048

Eilam, E. (2005). Reversing: Secrets of reverse engineering. Wiley. http://www.loc.gov/catdir/enhancements/fy0628/2005921595-b.html

Elashwah, M., Afia, N., Abbas, W., & Ismail, T. (2025). Designing sustainable reverse supply chain network with optimal collection points locations. Ain Shams Engineering Journal, 16(9), 103514. https://doi.org/10.1016/j.asej.2025.103514

Ellen MacArthur Foundation. (2021). Completing the picture:. -https://content.ellenmacarthurfoundation.org/m/3eac8667edd240cc/original/Completing-the-picture-How-the-circular-economy-tackles-climate-change.pdf?utm_source=chatgpt.com

Engel, B., & Al-Maeeni, S. S. H. (2019). An Integrated Reverse Engineering and Failure Analysis Approach for Recovery of Mechanical Shafts. Procedia CIRP, 81, 1083–1088. https://doi.org/10.1016/j.procir.2019.03.257

VERORDNUNG (Nr. 1907/2006), 2006. https://eur-lex.europa.eu/legal-content/DE/TXT/PDF/?uri=CELEX:32006R1907

Abfallhierarchie, 2008. https://eur-lex.europa.eu/DE/legal-content/glossary/waste-hierarchy.html

European Commission. (2024). Ursachen des Klimawandels. Europäische Kommission. https://climate.ec.europa.eu/climate-change/causes-climate-change_de

Gameros, A., Chiffre, L. de, Siller, H. R., Hiller, J., & Genta, G. (2015). A reverse engineering methodology for nickel alloy turbine blades with internal features. CIRP Journal of Manufacturing Science and Technology, 9, 116–124. https://doi.org/10.1016/j.cirpj.2014.12.001

German Institute for Standardization (2006). DIN EN ISO 14044: Umweltmanagement - Ökobilanz - Anforderungen und Anleitungen, (14044).

German Institute for Standardization (2022-12). DIN 8580: Manufacturing processes - Terms and definitions, division. Beuth Verlage.

Graedel, T., & Allenby, B. R. (2010). Industrial ecology and sustainable engineering. Prentice Hall.

Huang, G. Q. (1996). Design for X. Springer Netherlands. https://doi.org/10.1007/978-94-011-3985-4

Janik, A., & Ryszko, A. (2017). Towards measuring circularity at product level–Methodology and application of material circularity indicator. https://www.researchgate.net/profile/adam-ryszko/publication/320779652_towards_measuring_circularity_at_product_level_-_methodology_and_application_of_material_circularity_indicator/links/59fa47c3a6fdcc9a162655ac/towards-measuring-circularity-at-product-level-methodology-and-application-of-material-circularity-indicator.pdf

Kirchherr, J., Reike, D., & Hekkert, M. (2017). Conceptualizing the circular economy: An analysis of 114 definitions. Resources, Conservation and Recycling, 127, 221–232. https://doi.org/10.1016/j.resconrec.2017.09.005

Kumar, A., Jain, P., & Pathak, P. M. (2013). DAAAM Scientific Book: Reverse Engineering in Product Manufacturing: An Overview (2013rd ed.). https://daaam.info/Downloads/Pdfs/science_books_pdfs/2013/Sc_Book_2013-039.pdf

Kyaw, A. C., Nagengast, N., Usma-Mansfield, C., & Fuss, F. K. (2023). A Combined Reverse Engineering and Multi-Criteria Decision-Making Approach for Remanufacturing a Classic Car Part. Procedia CIRP, 119, 222–228. https://doi.org/10.1016/j.procir.2023.02.133

DIN EN 60300-3-3 (2014). Lebenszykluskosten und Lebenszyklus: Zuverlässigkeitsmanagement. DIN Deutsches Institut für Normung e. V.

Li, L., Li, C., Tang, Y., & Du, Y. (2017). An integrated approach of reverse engineering aided remanufacturing process for worn components. Robotics and Computer-Integrated Manufacturing, 48, 39–50. https://doi.org/10.1016/j.rcim.2017.02.004

Lindner, F. (2023). Materieller Ökologische Nachhaltigkeit und materieller Wohlstand - Ein Zielkonflikt? (Focus Paper 10). Nachhaltige Soziale Martkwirtschaft. https://www.bertelsmann-stiftung.de/de/publikationen/publikation/did/oekologische-nachhaltigkeit-und-materieller-wohlstand-ein-zielkonflikt-1

Liu, L., Liang, Y., Song, Q., & Li, J. (2017). A review of waste prevention through 3R under the concept of circular economy in China. Journal of Material Cycles and Waste Management, 19(4), 1314–1323. https://doi.org/10.1007/s10163-017-0606-4

Mesa, J. A. (2023). Design for circularity and durability: an integrated approach from DFX guidelines. Research in Engineering Design, 34(4), 443–460. https://doi.org/10.1007/s00163-023-00419-1

Messler, R. W. (2014). Reverse engineering: Mechanisms, structures, systems, and materials. McGraw-Hill Education. https://ftp.idu.ac.id/wp-content/uploads/ebook/tdg/MILITARY%20REFERENCE%20AND%20REVERSE%20ENGINEERING/Reverse%20Engineering%20Mechanisms,%20Structures,%20Systems%20%20Materials%20by%20Robert%20Messler%20(z-lib.org).pdf

Miah, J. H., Koh, S., & Stone, D. (2017). A hybridised framework combining integrated methods for environmental Life Cycle Assessment and Life Cycle Costing. Journal of Cleaner Production, 168, 846–866. https://doi.org/10.1016/j.jclepro.2017.08.187

Mohan, S., & J., V. (Eds.). (2024). SpringerBriefs in Architectural Design and Technology. Embodied and Operational Carbon in Buildings. Springer Nature Singapore. https://doi.org/10.1007/978-981-97-7187-5

Neves, S. A., & Marques, A. C. (2022). Drivers and barriers in the transition from a linear economy to a circular economy. Journal of Cleaner Production, 341. https://doi.org/10.1016/j.jclepro.2022.130865

Potting, J., Hekkert, M., Worrell, E., & Hanemaaijer, A. (2017). CIRCULAR ECONOMY: MEASURING INNOVATION IN THE PRODUCT CHAIN (The Hague, 2017). PBL Publishers. https://www.researchgate.net/publication/319314335_Circular_Economy_Measuring_innovation_in_the_product_chain

Qie, Y., Bickel, S., Wartzack, S., Schleich, B., & Anwer, N. (2021). A function-oriented surface reconstruction framework for reverse engineering. CIRP Annals, 70(1), 135–138. https://doi.org/10.1016/j.cirp.2021.04.016

Reike, D., Vermeulen, W. J., & Witjes, S. (2018). The circular economy: New or Refurbished as CE 3.0? — Exploring Controversies in the Conceptualization of the Circular Economy through a Focus on History and Resource Value Retention Options. Resources, Conservation and Recycling, 135, 246–264. https://doi.org/10.1016/j.resconrec.2017.08.027

Rekoff, M. (1985). On Reverse Engineering. IEEE Transactions on Systems, Man, and Cybernetics, 1985(Vol.15 No.2), 244-252. https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6313354

Rieg, F., & Steinhilper, R. (Eds.). (2012). Handbuch Konstruktion. Hanser.

Saiga, K., Ullah, A. S., Kubo, A., & Tashi (2021). A Sustainable Reverse Engineering Process. Procedia CIRP, 98, 517–522. https://doi.org/10.1016/j.procir.2021.01.144

Sassanelli, C., Urbinati, A., Rosa, P., Chiaroni, D., & Terzi, S. (2020). Addressing circular economy through design for X approaches: A systematic literature review. Computers in Industry, 120, 103245. https://doi.org/10.1016/j.compind.2020.103245

Schüle, H. (Ed.). (in press 2026). Polymerengineering 3 (3. Auflage). Springer Vieweg.

United Nations. (2015). Pariser Abkommen zum Rahmenübereinkommen der Vereinten Nationen über Klimaänderungen (Amtsblatt der Europäischen Union L 282/4). https://eur-lex.europa.eu/legal-content/DE/TXT/PDF/?uri=CELEX:22016A1019(01)

van Doorsselaer, K., & Koopmans, R. (2021). Ecodesign: A life cycle approach for a sustainable future. Hanser eLibrary. Hanser. https://doi.org/10.3139/9781569908624?locatt=mode:legacy

Wang, W. (2011). Reverse engineering: Technology of reinvention. CRC-Press.

Yanamandra, K., Chen, G. L., Xu, X., Mac, G., & Gupta, N. (2020). Reverse engineering of additive manufactured composite part by toolpath reconstruction using imaging and machine learning. Composites Science and Technology, 198, 108318. https://doi.org/10.1016/j.compscitech.2020.108318

Zivkovic, S., Cerce, L., Kostic, J., Majstorovic, V., & Kramar, D. (2018). Reverse Engineering of Turbine Blades Kaplan’s type for Small Hydroelectric Power Station. Procedia CIRP, 75, 379–384. https://doi.org/10.1016/j.procir.2018.04.037

Zürn, S., Dieterle, M (2024): Reverse-engineering for improved end-of-life and circularity of PLA beverage cups. In Procedia CIRP 122, 7–11. https://doi.org/10.1016/j.procir.2024.01.002

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09-02-2026

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How to Cite

Zürn, S., Müller, T. ., & Henning, F. (2026). Reverse Engineering Approach for Enhancing Product Circularity Under Consideration of Ecological and Economic Aspects. Journal of Circular Economy, 4(1). https://doi.org/10.55845/joce-2026-41192

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