Additive Manufacturing of Carbon Fiber Cores for Sandwich Structures: Optimization of Infill Patterns and Fiber Orientation for Improved Impact Resistance
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Methods
Design of Experiments (DoE)
- Orientation (factor A)—Categorical factor varied at two levels (a = 2) corresponding to {upright, flat};
- Infill Pattern (factor B)—Categorical factor varied at two levels (b = 2) corresponding to {trihexagonal, triangular};
- Energy (factor C)—Numerical factor varied at three levels (c = 3) corresponding to {2, 5, 10} J.
- Orientation (factor A)—Categorical factor varied at two levels (a = 2) corresponding to {upright, flat};
- Infill Pattern (factor B)—Categorical factor varied at two levels (b = 2) corresponding to {trihexagonal, triangular};
- Energy (factor C)—Numerical factor varied at three levels (c = 3) corresponding to {2, 10, 20} J.
3. Results and Discussion
3.1. Impact Performance of Core Specimens
3.1.1. Experimental LVI Test Results for Core Specimens
3.1.2. DoE-Based Analysis and Optimization for Core Specimens
3.2. Impact Performance of Sandwich Panels
3.2.1. Experimental LVI Test Results for Sandwich Panels
3.2.2. DoE-Based Analysis and Optimization for Sandwich Panels
- U-TH = 146 ± 2 J/kg, F-TH = 174 ± 1 J/kg
- U-T = 132 ± 1 J/kg, F-T = 171 ± 1 J/kg
- U-TH = 262 ± 1 J/kg, F-TH = 317 ± 3 J/kg
- U-T = 229 ± 5 J/kg, F-T = 313 ± 2 J/kg
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| AM | Additive Manufacturing |
| ANOVA | Analysis of Variance |
| CF | Carbon Fiber |
| CFRC | Carbon Fiber-Reinforced Composite |
| DLP | Digital Light Processing |
| DoE | Design of Experiments |
| DWT | Drop Weight Test |
| FFF | Fused Filament Fabrication |
| FDM | Fused Deposition Modeling |
| GFRP | Glass Fiber-Reinforced Polymer |
| LVI | Low-Velocity Impact |
| PEI | Polyetherimide |
| PPS | Polyphenylene Sulfide |
| SLA | Stereolithography |
| SLM | Selective Laser Melting |
| SLS | Selective Laser Sintering |
| UHMWPE | Ultra-High-Molecular-Weight Polyethylene |
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| Parameters | Values |
|---|---|
| Bed temperature | 70 °C |
| Layer height | 0.15 mm |
| Nozzle diameter | 0.4 mm |
| Print speed | 40–70 mm/s |
| Temperature of nozzle | 250 °C |
| Infill density | 20% |
| Infill pattern | Triangular/Trihexagonal |
| Specimen Type | Material | Orientation | Infill Pattern | Specimen ID |
|---|---|---|---|---|
| Core | XT-CF20 | Upright | Trihexagonal | U-TH |
| Core | XT-CF20 | Flat | Trihexagonal | F-TH |
| Core | XT-CF20 | Upright | Triangular | U-T |
| Core | XT-CF20 | Flat | Triangular | F-T |
| Sandwich | XT-CF20 | Upright | Trihexagonal | SU-TH |
| Sandwich | XT-CF20 | Flat | Trihexagonal | SF-TH |
| Sandwich | XT-CF20 | Upright | Triangular | SU-T |
| Sandwich | XT-CF20 | Flat | Triangular | SF-T |
| Factor | Symbol | Type | Unit | Levels | Low Level (−1) | Center Level (0) | High Level (+1) |
|---|---|---|---|---|---|---|---|
| Orientation | A | Categorical | [-] | a = 2 | Upright | - | Flat |
| Infill Pattern | B | Categorical | [-] | b = 2 | Trihexagonal | - | Triangular |
| Energy | C | Numerical | [J] | c = 3 | 2 | 5 | 10 |
| Factor | Symbol | Type | Unit | Levels | Low Level (−1) | Center Level (0) | High Level (+1) |
|---|---|---|---|---|---|---|---|
| Orientation | A | Categorical | [-] | a = 2 | Upright | - | Flat |
| Infill Pattern | B | Categorical | [-] | b = 2 | Trihexagonal | - | Triangular |
| Energy | C | Numerical | [J] | c = 3 | 2 | 10 | 20 |
| Parameter | Goal | Lower Limit | Upper Limit | Lower Weight | Upper Weight | Importance |
|---|---|---|---|---|---|---|
| Orientation | In range | Upright | Flat | 1 | 1 | 3 |
| Infill Pattern | In range | Trihexagonal | Triangular | 1 | 1 | 3 |
| Energy | In range | 2 | 20 | 1 | 1 | 3 |
| Peak Force | Maximize | Lowest value collected | Highest value collected | 1 | 1 | 3 |
| Source | Sum of Squares | df | Mean Square | F-Value | p-Value | |
|---|---|---|---|---|---|---|
| Model | 1.612E6 | 11 | 1.466E5 | 34.42 | <0.0001 | Significant |
| A—3D Printing Orientation | 3.033E5 | 1 | 3.033E5 | 71.22 | <0.0001 | Significant |
| B—Infill Pattern | 3.094E5 | 1 | 3.049E5 | 71.59 | <0.0001 | Significant |
| C—Impact Energy | 4.271E5 | 2 | 2.135E5 | 50.14 | <0.0001 | Significant |
| AB | 1.490E5 | 1 | 1.490E5 | 34.99 | <0.0001 | Significant |
| AC | 1.185E5 | 2 | 59247.11 | 13.91 | <0.0001 | Significant |
| BC | 1.619E5 | 2 | 80933.89 | 19.00 | <0.0001 | Significant |
| ABC | 1.476E5 | 2 | 73820.42 | 17.33 | <0.0001 | Significant |
| Pure Error | 1.022E5 | 24 | 4259.01 | |||
| Cor Total | 1.715E6 | 35 | ||||
| Mean | 65.26 | R2 | 0.9404 | |||
| St. Dev | 1255.78 | Adj-R2 | 0.9131 |
| Source | Sum of Squares | Df | Mean Square | F-Value | p-Value | |
|---|---|---|---|---|---|---|
| Model | 1.732E7 | 11 | 1.575E6 | 175.27 | <0.0001 | Significant |
| A—3D Printing Orientation | 4.845E6 | 1 | 4.845E6 | 539.18 | <0.0001 | Significant |
| B—Infill Pattern | 1.216E6 | 1 | 1.216E6 | 135.39 | <0.0001 | Significant |
| C—Impact Energy | 9.058E6 | 2 | 4.529E6 | 504.04 | <0.0001 | Significant |
| AB | 3.507E5 | 1 | 3.507E5 | 39.04 | <0.0001 | Significant |
| AC | 1.643E6 | 2 | 8.217E5 | 91.45 | <0.0001 | Significant |
| BC | 1.231E5 | 2 | 61570.40 | 6.85 | 0.0044 | Significant |
| ABC | 86740.77 | 2 | 43370.38 | 4.83 | 0.0173 | Significant |
| Pure Error | 2.156E5 | 24 | 8985.09 | |||
| Cor Total | 1.754E7 | 35 | ||||
| Mean | 107.84 | R2 | 0.9828 | |||
| St. Dev | 2335.84 | Adj-R2 | 0.9768 |
| Specimen ID | Linear Stiffness (N/mm) |
|---|---|
| Core | |
| F-T_2J | 1018.4 ± 9.8 |
| F-T_5J | 1094.2 ± 48.9 |
| F-T_10J | 1103.4 ± 3.7 |
| F-TH_2J | 881.4 ± 76.7 |
| F-TH_5J | 820.9 ± 90.9 |
| F-TH_10J | 586.9 ± 43.8 |
| U-T_2J | 1588.2 ± 8.4 |
| U-T_5J | 1613.5 ± 31.8 |
| U-T_10J | 1626.2 ± 54.1 |
| U-TH_2J | 1253.8 ± 72.2 |
| U-TH_5J | 1357.4 ± 88.7 |
| U-TH_10J | 1304.5 ± 83.2 |
| Sandwich | |
| F-T_2J | 1148.5 ± 54.7 |
| F-T_10J | 1221.4 ± 66.0 |
| F-T_20J | 1015.2 ± 60.6 |
| F-TH_2J | 1169.3 ± 28.8 |
| F-TH_10J | 1025.3 ± 20.7 |
| F-TH_20J | 832.5 ± 63.3 |
| U-T_2J | 1828.1 ± 54.2 |
| U-T_10J | 1371.8 ± 65.4 |
| U-T_20J | 1386.0 ± 58.1 |
| U-TH_2J | 1750.4 ± 17.5 |
| U-TH_10J | 1360.5 ± 41.0 |
| U-TH_20J | 1318.9 ± 35.4 |
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Tosto, C.; Saitta, L.; Blanco, I.; Fichera, G.; Evangelista, M.; Jose, J.; Pantaleoni, A.; Bavasso, I. Additive Manufacturing of Carbon Fiber Cores for Sandwich Structures: Optimization of Infill Patterns and Fiber Orientation for Improved Impact Resistance. J. Manuf. Mater. Process. 2025, 9, 299. https://doi.org/10.3390/jmmp9090299
Tosto C, Saitta L, Blanco I, Fichera G, Evangelista M, Jose J, Pantaleoni A, Bavasso I. Additive Manufacturing of Carbon Fiber Cores for Sandwich Structures: Optimization of Infill Patterns and Fiber Orientation for Improved Impact Resistance. Journal of Manufacturing and Materials Processing. 2025; 9(9):299. https://doi.org/10.3390/jmmp9090299
Chicago/Turabian StyleTosto, Claudio, Lorena Saitta, Ignazio Blanco, Gabriele Fichera, Mattia Evangelista, Jerin Jose, Alessia Pantaleoni, and Irene Bavasso. 2025. "Additive Manufacturing of Carbon Fiber Cores for Sandwich Structures: Optimization of Infill Patterns and Fiber Orientation for Improved Impact Resistance" Journal of Manufacturing and Materials Processing 9, no. 9: 299. https://doi.org/10.3390/jmmp9090299
APA StyleTosto, C., Saitta, L., Blanco, I., Fichera, G., Evangelista, M., Jose, J., Pantaleoni, A., & Bavasso, I. (2025). Additive Manufacturing of Carbon Fiber Cores for Sandwich Structures: Optimization of Infill Patterns and Fiber Orientation for Improved Impact Resistance. Journal of Manufacturing and Materials Processing, 9(9), 299. https://doi.org/10.3390/jmmp9090299

