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Contradictive-objective-solution (C-OS) matrix research for technology gap analysis of electrolytic copper foil
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  • Published: 18 May 2026

Contradictive-objective-solution (C-OS) matrix research for technology gap analysis of electrolytic copper foil

  • Donghae Kim1,
  • Kyeongtae Park2,
  • Daehwan Kim2 &
  • …
  • Junghwan Lee3 

Scientific Reports (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Chemistry
  • Energy science and technology
  • Engineering
  • Environmental sciences
  • Materials science

Abstract

As the electric vehicle (EV) and energy storage system (ESS) markets expand, electrolytic copper foil has become a key anode current collector influencing battery energy density and safety. However, its development is constrained by complex trade-offs among multiple performance criteria. Conventional patent analysis, such as the OS matrix, often fails to differentiate viable innovation opportunities from technically infeasible gaps. To address this limitation, this study proposes a Contradiction-based Objective-Solution (C-OS) matrix by integrating the Theory of Inventive Problem Solving (TRIZ) into patent landscape analysis. While the conventional OS matrix identified the “Hydroxyl–Thermal Stability” region as a primary white space, the C-OS matrix, incorporating weighted technical contradictions, revealed it as a false white space with prohibitive trade-offs. Instead, the C-OS framework identified the sulfonic acid-based group as a viable white space with high potential for simultaneous improvements in thermal stability and durability. These results show that sulfonic acid groups may effectively reduce pinhole defects and suppress thermal deformation. This study provides a strategic framework for R&D portfolio management, enabling the identification of high-probability innovation pathways and more efficient resource allocation through sustainable technological competitiveness in the next-generation materials development.

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Acknowledgements

The authors thank the anonymous reviewers for their constructive comments that helped improve this manuscript. We also acknowledge the technical support from the Patent Information Service Center at Chungbuk National University for assistance with patent database access. This work was supported by the Regional Innovation System & Education (RISE) Project, funded by the Ministry of Education and Chungcheongbuk-do through the Chungbuk RISE Center (Grant No. 2026-RISE-11-014-01).

Funding

The authors received no financial support for the research, authorship, and/or publication of this article.

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Authors and Affiliations

  1. Department of Electronic Engineering, Chungbuk National University, Cheongju, Korea

    Donghae Kim

  2. Department of Engineering Chemistry, Chungbuk National University, Cheongju, Korea

    Kyeongtae Park & Daehwan Kim

  3. Department of Management Information System, Chungbuk National University, Cheongju, Korea

    Junghwan Lee

Authors
  1. Donghae Kim
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  2. Kyeongtae Park
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  3. Daehwan Kim
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  4. Junghwan Lee
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Corresponding author

Correspondence to Junghwan Lee.

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Cite this article

Kim, D., Park, K., Kim, D. et al. Contradictive-objective-solution (C-OS) matrix research for technology gap analysis of electrolytic copper foil. Sci Rep (2026). https://doi.org/10.1038/s41598-026-52093-7

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  • Received: 02 December 2025

  • Accepted: 04 May 2026

  • Published: 18 May 2026

  • DOI: https://doi.org/10.1038/s41598-026-52093-7

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Keywords

  • Battery
  • Cu-foil
  • Additive
  • Invention
  • Patent
  • TRIZ methodology
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