journal article·2022-02-06Open access

Modeling Warp in Corrugated Cardboard Based on Homogenization Techniques for In-Process Measurement Applications

Markus Beck, Gerhard Fischerauer

Applied Sciences· Volume 12· Issue 3

Abstract

A model for describing warp—characterized as a systematic, large-scale deviation from the intended flat shape—in corrugated board based on Kirchhoff plate theory is proposed. It is based on established homogenization techniques and only a minimum of model assumptions. This yields general results applicable to any kind of corrugated cardboard. Since the model is intended to be used with industrial data, basic material properties which are usually not measured in practice are summarized to a few parameters. Those parameters can easily be fitted to the measurement data, allowing the user to systematically identify ways to reduce warp in a given situation in practice. In particular, the model can be used both as a filter to separate the warp from other surface effects such as washboarding, and to interpolate between discrete sample points scattered across the surface of a corrugated board sheet. Applying the model only requires height measurements of the corrugated board at several known (not necessarily exactly predetermined) locations across the corrugated board and acts as an interpolation or regression method between those points. These data can be acquired during production in a cost-efficient way and do not require any destructive testing of the board. The principle of an algorithm for fitting measured data to the model is presented and illustrated with examples taken from ongoing measurements. Additionally, the case of warp-free board is analyzed in more detail to deduce additional theoretical conditions necessary to reach this state.
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Research context

OpenAlex topics: Material Properties and Processing · Music Technology and Sound Studies · Advanced Cellulose Research Studies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Chair of Measurement and Control Systems, Faculty of Engineering Science, University of Bayreuth, Universitätsstraße 30, 95447 Bayreuth, Germany

Funding

Federal Ministry for Economic Affairs and Energy

References (23)

Show source-provided references
1. European Federation of Corrugated Board Manufacturers (FEFCO) (2020). Annual Statistics 2019, The European Federation of Corrugated Board Manufacturers. Available online: https://www.fefco.org/sites/default/files/documents/Fefco_AnnualEvaluation_2019.pdf.
2. Numerical and experimental investigation of the strength of corrugated board packages10.1002/pts.609 ↗
3. The Elastic Constants of Corrugated Board Panels10.1177/002199801772661498 ↗
4. Gajewski, T., Garbowski, T., Staszak, N., and Kuca, M. (2021). Crushing of Double-Walled Corrugated Board and Its Influence on the Load Capacity of Various Boxes. Energies, 14.10.20944/preprints202105.0667.v1 ↗
5. Garbowski, T., Gajewski, T., Mrówczyński, D., and Jędrzejczak, R. (2021). Crushing of Single-Walled Corrugated Board during Converting: Experimental and Numerical Study. Energies, 14.10.20944/preprints202105.0403.v1 ↗
6. European Federation of Corrugated Board Manufacturers (FEFCO) (2018, October 10). Introduction to the Development of FEFCO Testing Methods for Corrugated Board and Boxes. Available online: https://www.fefco.org/sites/default/files/documents/import_anglais.pdf.
7. Garbowski, T., Grabski, J.K., and Marek, A. (2021). Full-Field Measurements in the Edge Crush Test of a Corrugated Board—Analytical and Numerical Predictive Models. Materials, 14.10.20944/preprints202105.0388.v1 ↗
8. Corrugated Box Compression-A Literature Survey10.1002/pts.2019 ↗
9. Garbowski, T., Gajewski, T., and Grabski, J.K. (2021). Estimation of the Compressive Strength of Corrugated Cardboard Boxes with Various Openings. Energies, 14.10.3390/en14041095 ↗
10. Garbowski, T., Gajewski, T., and Grabski, J.K. (2021). Estimation of the Compressive Strength of Corrugated Cardboard Boxes with Various Perforations. Energies, 14.10.3390/en14041095 ↗
11. Mrówczyński, D., Garbowski, T., and Knitter-Piąatkowska, A. (2021). Estimation of the Compressive Strength of Corrugated Board Boxes with Shifted Creases on the Flaps. Materials, 14.10.20944/preprints202107.0678.v1 ↗
12. ADDRESSING CORRUGATED BOARD WARP WITH A 23 FACTORIAL DESIGN10.62704/10057/24742 ↗
13. The International Development Group for Corrugated Board (SUW) (2016). Standard for Corrugated Board for Use in Packing Machines, RISE Research Institutes of Sweden. Available online: https://www.ri.se/sites/default/files/2019-12/16.12.20%20English%20SUW%20standard.pdf.
14. European Federation of Corrugated Board Manufacturers (FEFCO) (2018). FEFCO Recommendation No. 110, The European Federation of Corrugated Board Manufacturers. Available online: http://www.fefco.org/sites/default/files/2018-10-02_FEFCO%20Recommendation%20N110%20Warp%20Factor%281%29.pdf.
15. Static analysis of corrugated panels using homogenization models and a cell-based smoothed mindlin plate element (CS-MIN3)10.1007/s11709-017-0456-0 ↗
16. Equivalent models of corrugated panels10.1016/j.ijsolstr.2012.02.023 ↗
17. An equivalent classical plate model of corrugated structures10.1016/j.ijsolstr.2014.02.025 ↗
18. An equivalent plate model for corrugated-core sandwich panels10.1007/s12206-015-0235-6 ↗
19. Garbowski, T., Knitter-Piątkowska, A., and Mrówczyński, D. (2021). Numerical Homogenization of Multi-Layered Corrugated Cardboard with Creasing or Perforation. Materials, 14.10.20944/preprints202106.0009.v1 ↗
20. Garbowski, T., Gajewski, T., and Grabski, J.K. (2020). Torsional and Transversal Stiffness of Orthotropic Sandwich Panels. Materials, 13.10.3390/ma13215016 ↗
21. A model research for prototype warp deformation in the FDM process10.1007/s00170-006-0556-9 ↗
22. Gross, D., Hauger, W., and Wriggers, P. (2018). StatikspeziellerTragwerke. TechnischeMechanik 4, Springer.10.1007/978-3-662-55694-8 ↗
23. Hackbusch, W. (2017). Theorie und Numerik Elliptischer Differentialgleichungen, Springer Spektrum.10.1007/978-3-658-15358-8 ↗