Buckling and Post-Buckling Behaviour of a Carbon Fibre-Reinforced Polymer Stiffened Panel: A Numerical and Experimental Study
Abstract
1. Introduction
2. Experimental Setup and Measurement Strategy
3. Numerical Model
4. Results and Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CFRP | Carbon Fibre-Reinforced Polymer |
| DIC | Digital Image Correlation |
| FEA | Finite Element Analysis |
| MAE | Mean Absolute Error |
| RMSE | Root Mean Square Error |
| SG | Strain Gauge |
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| Property | Symbol | Value | Test |
|---|---|---|---|
| Longitudinal Young’s Modulus | E1 | 122,000 MPa | ASTM D3039 [34] |
| Transverse Young’s Modulus | E2 = E3 | 6265 MPa | ASTM D3039 |
| Longitudinal Poisson’s Ratio | ν12 = ν13 | 0.3008 | ASTM D3039 |
| Transverse Poisson’s Ratio | ν23 | 0.02 | ASTM D3039 |
| Longitudinal Shear Modulus | G12 = G13 = G23 | 4649 MPa | ASTM D3518 [35] |
| Fibre Compressive Strength | F1c | 697 MPa | ASTM D3410 [36] |
| Fibre Tensile Strength | F1t | 1508 MPa | ASTM D3039 |
| Matrix Compressive Strength | F2c | 98.76 MPa | ASTM D3410 |
| Matrix Tensile Strength | F2t | 20.2 MPa | ASTM D3039 |
| Shear Strength | S | 96.16 MPa | ASTM D3518 |
| Mesh Configuration | Normalized Eigenvalue | Eigenvalue Deviation (%) | Normalized Time |
|---|---|---|---|
| Coarser mesh (0.5 of the selected density) | 1.0101 | +1.01 | 0.57 |
| Coarser mesh (0.75 of the selected density) | 1.0038 | +0.38 | 0.65 |
| Selected mesh | 1.0000 | 0.00 | 1.00 |
| Finer mesh (1.5 of the selected density) | 0.9988 | −0.12 | 1.82 |
| Sensor ID | r | R2 | RMSE | MAE | Residual RMSE |
|---|---|---|---|---|---|
| SG3x | 0.99259 | 0.98524 | 81.145 | 65.609 | 11.533 |
| SG4y | 0.99815 | 0.9963 | 223.83 | 171.91 | 22.337 |
| SG5x | 0.99825 | 0.99651 | 100.05 | 66.614 | 8.4076 |
| SG6y | 0.99941 | 0.99882 | 212.44 | 163.42 | 13.358 |
| SG7x | 0.92153 | 0.84921 | 58.917 | 50.939 | 29.422 |
| SG8y | 0.9997 | 0.99939 | 47.746 | 36.08 | 9.1378 |
| SG9x | 0.99574 | 0.99149 | 57.66 | 41.564 | 8.9064 |
| SG10y | 0.99965 | 0.99929 | 191.23 | 143.32 | 9.9706 |
| SG11x | 0.98041 | 0.96121 | 72.85 | 65.927 | 30.043 |
| SG12y | 0.99919 | 0.99839 | 170.72 | 123.98 | 14.328 |
| DIC3x | 0.96722 | 0.93551 | 87.503 | 71.463 | 24.6 |
| DIC4y | 0.99398 | 0.988 | 82.763 | 57.614 | 35.823 |
| DIC5x | 0.98541 | 0.97104 | 12.165 | 8.9066 | 12.086 |
| DIC6y | 0.98509 | 0.9704 | 163.88 | 125.79 | 55.724 |
| DIC7x | 0.92666 | 0.8587 | 75.78 | 53.742 | 15.306 |
| DIC8y | 0.99268 | 0.98541 | 107.84 | 99.827 | 40.782 |
| DIC9x | 0.92199 | 0.85007 | 62.49 | 45.888 | 37.252 |
| DIC10y | 0.99358 | 0.9872 | 146.1 | 118.92 | 35.097 |
| DIC11x | 0.95416 | 0.91041 | 93.775 | 64.676 | 12.545 |
| DIC12y | 0.99907 | 0.99814 | 52.8 | 43.635 | 15.596 |
| Sensor ID | r | R2 | RMSE | MAE | Residual RMSE |
|---|---|---|---|---|---|
| SG3x | 0.85761 | 0.7355 | 109.02 | 88.124 | 56.098 |
| SG4y | 0.95608 | 0.91409 | 306.96 | 217.01 | 168.68 |
| SG5x | 0.92228 | 0.8506 | 504.37 | 308.93 | 211.91 |
| SG6y | 0.99156 | 0.98319 | 448.01 | 338.52 | 93.826 |
| SG7x | 0.85086 | 0.72396 | 209.61 | 117.66 | 163.42 |
| SG8y | 0.98352 | 0.96732 | 171.49 | 102.7 | 169.96 |
| SG9x | 0.13836 | 0.019144 | 160.97 | 97.468 | 121.23 |
| SG10y | 0.96173 | 0.92492 | 250.37 | 206.24 | 127.1 |
| SG11x | 0.87048 | 0.75773 | 338.16 | 208.61 | 248.64 |
| SG12y | 0.68937 | 0.47523 | 390.3 | 256.41 | 300.92 |
| DIC3x | 0.9336 | 0.87161 | 189.24 | 149.03 | 76.64 |
| DIC4y | 0.77496 | 0.60056 | 406.14 | 269.19 | 359.22 |
| DIC5x | −0.9044 | 0.81794 | 932.07 | 657.5 | 195.28 |
| DIC6y | 0.86009 | 0.73976 | 784.84 | 644.77 | 320.49 |
| DIC7x | 0.97402 | 0.94872 | 167.19 | 126.56 | 146.47 |
| DIC8y | 0.98847 | 0.97707 | 199.3 | 170.02 | 101.16 |
| DIC9x | 0.98746 | 0.97508 | 232.03 | 180.56 | 46.834 |
| DIC10y | 0.9882 | 0.97655 | 382.44 | 298.6 | 137.46 |
| DIC11x | 0.8351 | 0.69739 | 111.29 | 90.118 | 89.342 |
| DIC12y | 0.87298 | 0.7621 | 470.54 | 350.19 | 416.69 |
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Sellitto, A.; Russo, A.; Zarrelli, M.; Vinti, V.; Trinchillo, L.; Perugini, P.; Riccio, A. Buckling and Post-Buckling Behaviour of a Carbon Fibre-Reinforced Polymer Stiffened Panel: A Numerical and Experimental Study. Polymers 2026, 18, 1068. https://doi.org/10.3390/polym18091068
Sellitto A, Russo A, Zarrelli M, Vinti V, Trinchillo L, Perugini P, Riccio A. Buckling and Post-Buckling Behaviour of a Carbon Fibre-Reinforced Polymer Stiffened Panel: A Numerical and Experimental Study. Polymers. 2026; 18(9):1068. https://doi.org/10.3390/polym18091068
Chicago/Turabian StyleSellitto, Andrea, Angela Russo, Mauro Zarrelli, Valeria Vinti, Luigi Trinchillo, Pierluigi Perugini, and Aniello Riccio. 2026. "Buckling and Post-Buckling Behaviour of a Carbon Fibre-Reinforced Polymer Stiffened Panel: A Numerical and Experimental Study" Polymers 18, no. 9: 1068. https://doi.org/10.3390/polym18091068
APA StyleSellitto, A., Russo, A., Zarrelli, M., Vinti, V., Trinchillo, L., Perugini, P., & Riccio, A. (2026). Buckling and Post-Buckling Behaviour of a Carbon Fibre-Reinforced Polymer Stiffened Panel: A Numerical and Experimental Study. Polymers, 18(9), 1068. https://doi.org/10.3390/polym18091068

