Research Article

Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics

Volume: 16 Number: 1 July 1, 2026
EN TR

Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics

Abstract

In this study, the effects of material type, infill pattern, and infill density on the tensile strength of ABS, PLA, and PETG specimens manufactured using the Fused Deposition Modeling (FDM) method were investigated. The effects of different infill patterns (linear, triangular, and honeycomb) and infill densities (15%, 30%, and 45%) on the mechanical properties were experimentally examined, and the obtained data were statistically analyzed using analysis of variance (ANOVA). The results indicated that mechanical performance generally increased with increasing infill density. According to the ANOVA results, filament type had a dominant effect on mechanical properties, contributing 83.64% to tensile strength, 54.95% to elongation, and 88.51% to the modulus of elasticity. The infill pattern showed a secondary effect on elongation (18.67%), whereas infill density exhibited secondary effects on tensile strength (8.89%) and modulus of elasticity (6.70%). Furthermore, specific strength and specific modulus values were calculated using the effective densities of the samples to evaluate performance per unit weight. Repeated ANOVA analyses revealed that the effect of infill density on specific tensile strength increased significantly to 28.17%, while no significant effect was observed on the specific modulus.

Keywords

References

  1. [1] Q. He, T. Tang, Y. Zeng, N. Iradukunda, B. Bethers, X. Li, & Y. Yang, ‘Review on 3D printing of bioinspired structures for surface/interface applications’, in Advanced Functional Materials, vol. 34, no. 11, 2309323, 2024. doi: 10.1002/adfm.202309323.
  2. [2] V. D. Sagias, K. I. Giannakopoulos, and C. Stergiou, ‘Mechanical properties of 3D printed polymer specimens’, in Procedia Structural Integrity, Elsevier B.V., 2018, pp. 85–90. doi: 10.1016/j.prostr.2018.09.013.
  3. [3] M. Azadi, A. Dadashi, S. Dezianian, M. Kianifar, S. Torkaman, and M. Chiyani, ‘High-cycle bending fatigue properties of additive-manufactured ABS and PLA polymers fabricated by fused deposition modeling 3D-printing’, Forces in Mechanics, vol. 3, Sep. 2021, doi: 10.1016/j.finmec.2021.100016.
  4. [4] R. T. Mushtaq et al., ‘Multi-objective optimization of laser polishing parameters for enhanced mechanical properties, sustainability, and surface finish of 3D-Printed industrial ABS polymers using response surface methodology (RSM)’, Journal of Materials Research and Technology, vol. 29, pp. 3168–3184, Mar. 2024, doi: 10.1016/j.jmrt.2024.02.023.
  5. [5] M. Algarni and S. Ghazali, ‘Comparative study of the sensitivity of PLA, ABS, PEEK, and PETG’s mechanical properties to FDM printing process parameters’, Crystals (Basel), vol. 11, no. 8, Aug. 2021, doi: 10.3390/cryst11080995.
  6. [6] Y. S. Perera, O. Exley, S. A. V. Dananjaya, N. Hansika, and C. Abeykoon, ‘Investigation of the mechanical properties of 3D printed hollow parts with finite element analysis’, Journal of Materials Research and Technology, vol. 36, pp. 8826–8839, May 2025, doi: 10.1016/j.jmrt.2025.05.104.
  7. [7] F. Kartal and A. Kaptan, ‘Prediction and optimization of tensile strength values of 3D printed PLA components with RSM, ANOVA and ANN analysis’, vol. 15, no. 1, p. 2025, doi: 10.36222/ejt.1561857.
  8. [8] M. H. Boztepe, ‘A study on the mechanical properties of PLA+ samples manufactured using 3D printing with different raster angles’, Kahramanmaras Sutcu Imam University Journal of Engineering Sciences, vol. 28, no. 2, pp. 923–932, 2025.

Details

Primary Language

English

Subjects

Mechanical Engineering (Other), Materials Engineering (Other), Manufacturing and Industrial Engineering (Other)

Journal Section

Research Article

Publication Date

July 1, 2026

Submission Date

December 1, 2025

Acceptance Date

March 24, 2026

Published in Issue

Year 2026 Volume: 16 Number: 1

APA
Kutsal, İ. E., Batı, S., & Çelik, Y. H. (2026). Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics. European Journal of Technique (EJT), 16(1), 32-41. https://doi.org/10.36222/ejt.1833705
AMA
1.Kutsal İE, Batı S, Çelik YH. Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics. EJT. 2026;16(1):32-41. doi:10.36222/ejt.1833705
Chicago
Kutsal, İsmail Erhan, Serkan Batı, and Yahya Hışman Çelik. 2026. “Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics”. European Journal of Technique (EJT) 16 (1): 32-41. https://doi.org/10.36222/ejt.1833705.
EndNote
Kutsal İE, Batı S, Çelik YH (July 1, 2026) Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics. European Journal of Technique (EJT) 16 1 32–41.
IEEE
[1]İ. E. Kutsal, S. Batı, and Y. H. Çelik, “Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics”, EJT, vol. 16, no. 1, pp. 32–41, July 2026, doi: 10.36222/ejt.1833705.
ISNAD
Kutsal, İsmail Erhan - Batı, Serkan - Çelik, Yahya Hışman. “Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics”. European Journal of Technique (EJT) 16/1 (July 1, 2026): 32-41. https://doi.org/10.36222/ejt.1833705.
JAMA
1.Kutsal İE, Batı S, Çelik YH. Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics. EJT. 2026;16:32–41.
MLA
Kutsal, İsmail Erhan, et al. “Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics”. European Journal of Technique (EJT), vol. 16, no. 1, July 2026, pp. 32-41, doi:10.36222/ejt.1833705.
Vancouver
1.İsmail Erhan Kutsal, Serkan Batı, Yahya Hışman Çelik. Experimental and ANOVA-Based Statistical Analysis of the Effects of Infill Pattern and Density on the Tensile Properties of FDM-Printed ABS, PETG, and PLA Thermoplastics. EJT. 2026 Jul. 1;16(1):32-41. doi:10.36222/ejt.1833705

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