Araştırma Makalesi

EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE

Cilt: 9 Sayı: 2 30 Ağustos 2025
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EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE

Öz

This study examines the influence of material type, layer height, and fill rate on the surface hardness, bending strength, and printing duration of specimens produced via Fused Deposition Modeling (FDM). Specimens made from PLA+ and ABS were fabricated using two distinct layer thicknesses (0.10 mm and 0.20 mm) and four varying fill rates (40%, 60%, 80%, and 100%). The mechanical properties of these specimens were assessed through three-point bending tests and Shore D hardness evaluations. The Taguchi optimization method was employed to identify optimal printing parameters that maximize bending strength and surface hardness while minimizing printing time. The findings revealed that PLA+ displayed superior bending strength compared to ABS, particularly at elevated infill densities. Furthermore, the fill rate predominantly affected the surface hardness, with higher densities correlating with improved hardness values. Statistical analysis conducted through ANOVA indicated that the material type significantly impacts bending strength, while the fill rate primarily influences surface hardness. In addition, the findings indicate that the print time is significantly affected by both material selection and filler density. The results obtained have been verified by producing control samples. According to the verification tests, the model was able to perform predictions with deviations changing between %3-16. This study highlights the essential trade-off between mechanical performance and production efficiency in 3D printing applications and suggests a different approach to optimizing manufacturing process parameters in order to improve part quality while reducing production costs.

Anahtar Kelimeler

Kaynakça

  1. 1. J. Go, S.N. Schiffres, A.G. Stevens, and A.J. Hart, “Rate limits of additive manufacturing by fused filament fabrication and guidelines for high-throughput system design”, Addit Manuf, Vol. 16, Pages 1–11, 2017.
  2. 2. M.K. Thompson, G. Moroni, T.H. Vaneker, G. Fadel, R.I. Campbell, I. Gibson, A. Bernard, J. Schulz, P. Graf, B. Ahuja, and F. Martina, “Design for Additive Manufacturing: Trends, Opportunities, Considerations, and Constraints”, Cirp Annals, Vol. 65, Issue 2, Pages 737–760, 2016.
  3. 3. A. Bagsik, V. Schöppner, and E. Klemp, “FDM part quality manufactured with Ultem* 9085”,. 14th international scientific conference on polymeric materials. Pages. 307–315 (2010).
  4. 4. O. Arslan, Ö. Selvi, and O.H. Totuk, “Characterization Of 3d Printed Conductive Flexible Materials For Soft Robotic Applications”, International Journal of 3D Printing Technologies and Digital Industry, Vol. 8, Issue 1, Pages 1–7, 2024.
  5. 5. P.K. Gurrala and S.P. Regalla, “Part strength evolution with bonding between filaments in fused deposition modelling”, Virtual Phys Prototyp, Vol. 9, Issue 3, Pages 141–149, 2014.
  6. 6. Q. Sun, G. Rizvi, C.T. Bellehumeur, and P. Gu, “Effect of processing conditions on the bonding quality of FDM polymer filaments”, Rapid Prototyp J, Vol. 14, Pages 72–80, 2008.
  7. 7. C. Bellehumeur, L. Li, Q. Sun, and P. Gu, “Modeling of Bond Formation Between Polymer Filaments in the Fused Deposition Modeling Process”, J Manuf Process, Vol. 6, Issue 2, Pages 170–178, 2004.
  8. 8. B.M. Tymrak, M. Kreiger, and J.M. Pearce, “Mechanical properties of components fabricated with open-source 3-D printers under realistic environmental conditions”, Mater Des, Vol. 58, Pages 242–246, 2014.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Makine Mühendisliğinde Optimizasyon Teknikleri

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

30 Ağustos 2025

Gönderilme Tarihi

7 Mart 2025

Kabul Tarihi

12 Haziran 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 9 Sayı: 2

Kaynak Göster

APA
Neccaroğlu, V., & Karamanlı, İ. A. (2025). EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE. International Journal of 3D Printing Technologies and Digital Industry, 9(2), 207-219. https://doi.org/10.46519/ij3dptdi.1653336
AMA
1.Neccaroğlu V, Karamanlı İA. EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE. IJ3DPTDI. 2025;9(2):207-219. doi:10.46519/ij3dptdi.1653336
Chicago
Neccaroğlu, Vahap, ve İsmail Aykut Karamanlı. 2025. “EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE”. International Journal of 3D Printing Technologies and Digital Industry 9 (2): 207-19. https://doi.org/10.46519/ij3dptdi.1653336.
EndNote
Neccaroğlu V, Karamanlı İA (01 Ağustos 2025) EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE. International Journal of 3D Printing Technologies and Digital Industry 9 2 207–219.
IEEE
[1]V. Neccaroğlu ve İ. A. Karamanlı, “EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE”, IJ3DPTDI, c. 9, sy 2, ss. 207–219, Ağu. 2025, doi: 10.46519/ij3dptdi.1653336.
ISNAD
Neccaroğlu, Vahap - Karamanlı, İsmail Aykut. “EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE”. International Journal of 3D Printing Technologies and Digital Industry 9/2 (01 Ağustos 2025): 207-219. https://doi.org/10.46519/ij3dptdi.1653336.
JAMA
1.Neccaroğlu V, Karamanlı İA. EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE. IJ3DPTDI. 2025;9:207–219.
MLA
Neccaroğlu, Vahap, ve İsmail Aykut Karamanlı. “EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE”. International Journal of 3D Printing Technologies and Digital Industry, c. 9, sy 2, Ağustos 2025, ss. 207-19, doi:10.46519/ij3dptdi.1653336.
Vancouver
1.Vahap Neccaroğlu, İsmail Aykut Karamanlı. EXPERIMENTAL AND STATISTICAL ANALYSIS OF THE EFFECT OF 3D PRINTING PARAMETERS ON MECHANICAL PERFORMANCE. IJ3DPTDI. 01 Ağustos 2025;9(2):207-19. doi:10.46519/ij3dptdi.1653336

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