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MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES

Year 2024, , 287 - 302, 30.08.2024
https://doi.org/10.46519/ij3dptdi.1493819

Abstract

This study investigates the impact of production parameters on the quality of 3D-printed polyetherimide (PEI) samples using a custom-made 3D printer. In contrast to traditional optimization approaches, this research emphasizes the variability of outcomes despite maintaining fixed parameters such as nozzle and bed temperatures and slicer options. The study involves real-time monitoring of factors including nozzle, bed, and chamber temperatures, as well as relative humidity during the production process. Each layer was photographed individually to analyze its impact on the final product. Detailed physical and mechanical analyses revealed significant deviations in dimensions and flexural modulus, with a 10% loss in density and nearly 25% loss in flexural modulus in lower-performing samples compared to the best results. Results show correlations between critical parameters and product quality, underscoring the necessity for proper preparation and precise control. Furthermore, the research proposes a new method to geometrically represent the manufacturing process in a time-independent way using collected sensor data in 3D printing. This approach provides valuable insights for future studies aimed at optimizing additive manufacturing processes and enhancing the application of high-performance thermoplastics in high-tech fields such as aerospace and defense industries.

References

  • 1. Gao, W., Zhang, Y., Ramanujan, D., Ramani, K., Chen, Y., Williams, C. B., Zavattieri, P. D., “The status, challenges, and future of additive manufacturing in engineering”, Computer-Aided Design, Vol. 69, Issue 1, Pages 65-89, 2015.
  • 2. Baumers, M., Dickens, P., Tuck, C., Hague, R., “The cost of additive manufacturing: machine productivity, economies of scale and technology-push”, Technological Forecasting and Social Change, Vol. 102, Issue 1, Pages 193-201, 2016.
  • 3. Ford, S., Despeisse, M., “Additive manufacturing and sustainability: an exploratory study of the advantages and challenges”, Journal of Cleaner Production, Vol. 137, Issue 1, Pages 1573-1587, 2016. 4. Vakharia, V. S., Leonard, H., Singh, M., Halbig, M. C., “Multi-Material Additive Manufacturing of High Temperature Polyetherimide (PEI)–Based Polymer Systems for Lightweight Aerospace Applications”, Polymers, Vol. 15, Issue 3, Pages 561, 2023.
  • 5. Kaynan, O., Yıldız, A., Bozkurt, Y.E., Yenigun, E.O., Cebeci, H., “Electrically conductive high-performance thermoplastic filaments for fused filament fabrication”, Composite Structures, Vol. 237, Issue 1, Pages 111930, 2020.
  • 6. Bozkurt, Y.E., Emanetoğlu, U., Yıldız, A., Türkarslan, Ö., Şaşal, F.N., Cebeci, H., “3D printable CNTs and BN hybridized PEEK composites for thermal management applications”, Journal of Materials Science, Vol. 58, Issue 38, Pages 15086-15099, 2023.
  • 7. Kim, H., Lin, Y., Tseng, T.-L. B., “A review on quality control in additive manufacturing”, Rapid Prototyping Journal, Vol. 24, Issue 3, Pages 645-669, 2018. 8. Strano, M., Farioli, D., Giberti, H., “Extrusion Additive Manufacturing of PEI Pellets”, Journal of Manufacturing and Materials Processing, Vol. 6, Issue 6, Pages 157, 2022.
  • 9. Turner, B.N., Strong, R., Gold, S.A., “A review of melt extrusion additive manufacturing processes: I. Process design and modeling”, Rapid Prototyping Journal, Vol. 20, Issue 3, Pages 192-204, 2014.
  • 10. Turner, B.N., Gold, S.A., “A review of melt extrusion additive manufacturing processes: II. Materials, dimensional accuracy, and surface roughness”, Rapid Prototyping Journal, Vol. 21, Issue 3, Pages 250-261, 2015.
  • 11. Go, J., Schiffres, S.N., Stevens, A.G., Hart, A.J., “Rate limits of additive manufacturing by fused filament fabrication and guidelines for high-throughput system design”, Additive Manufacturing, Vol. 16, Issue 1, Pages 1-11, 2017.
  • 12. Sun, X., Mazur, M., Cheng, C.-T., “A review of void reduction strategies in material extrusion-based additive manufacturing”, Additive Manufacturing, Vol. 67, Issue 1, Pages 103463, 2023.
  • 13. Kuruoğlu, Y., Akgün, M., Demir, H., “FDM Yöntemiyle Üretilen ABS, PLA ve PETG Numunelerin Yüzey Pürüzlülüğü ve Çekme Dayanımının Modellenmesi ve Optimizasyonu” [Modelling and Optimization of Surface Roughness and Tensile Strength of ABS, PLA and PETG Samples Produced by FDM Method] [article in Turkish], International Journal of 3D Printing Technologies and Digital Industry, Vol. 6, Issue 3, Pages 358-369, 2022.
  • 14. Albaşkara, M., Türkyılmaz, S., “Optimization of Accuracy and Surface Roughness of 3D SLA Printed Materials with Response Surface Method”, International Journal of 3D Printing Technologies and Digital Industry, Vol. 7, Issue 3, Pages 403-414, 2023.
  • 15. Jiang, S.; Liao, G.; Xu, D.; Liu, F.; Li, W.; Cheng, Y.; Li, Z.; Xu, G., “Mechanical properties analysis of polyetherimide parts fabricated by fused deposition modeling”, High Performance Polymer, Vol. 31, Issue 1, Pages 97–106, 2019.
  • 16. Ding, S.; Zou, B.; Wang, P.; Ding, H., “Effects of nozzle temperature and building orientation on mechanical properties and microstructure of PEEK and PEI printed by 3D-FDM”, Polymer Testing, Vol. 78, Issue 1, Pages 105948, 2019.
  • 17. Forés-Garriga, A.; Pérez, M.A.; Gómez-Gras, G.; Pozo, G.R., “Role of infill parameters on the mechanical performance and weight reduction of PEI Ultem processed by FFF”, Materials and Design, Vol. 193, Issue 1, Pages 108810, 2020.
  • 18. Bozkurt, Y.E., Kincal, C., Yüksel, R., Yildiz, A., Solak, N., Cebeci, H., “3D Printable BN/PEEK/PEI Polymer Blend Composites for Thermal Management Applications”, AIAA SCITECH 2024 Forum, Pages 0368, 2024.
  • 19. El Magri, A.; Vanaei, S.; Vaudreuil, S., “An overview on the influence of process parameters through the characteristic of 3D-printed PEEK and PEI parts”, High Performance Polymers, Vol. 33, Issue 1, Pages 862–880, 2021.
  • 20. El Magri, A.; Mabrouk, K.E.; Vaudreuil, S., “Preparation and characterization of poly (ether ether ketone)/poly (ether imide) [PEEK/PEI] blends for fused filament fabrication”, Journal of Materials Science, Vol. 56, Issue 1, Pages 14348–14367, 2021.
  • 21. Vanaei, H.R., Shirinbayan, M., Deligant, M., Khelladi, S., Tcharkhtchi, A., “In-Process Monitoring of Temperature Evolution during Fused Filament Fabrication: A Journey from Numerical to Experimental Approaches”, Thermo, Vol. 1, Issue 3, Pages 332-360, 2021.
  • 22. Sgrulletti, M., Bragaglia, M., Giarnetti, S., et al., “Understanding the Impact of Fused Filament Fabrication Conditions on the Microstructure and Tensile Properties of Polyamide 6 by Thermal and Optical Live Monitoring”, Materials Today Communications, Vol. 28, Issue 1, Pages 102679, 2021.
  • 23. Alatefi, M., Al-Ahmari, A.M., AlFaify, A.Y., Saleh, M., “A Framework for Multivariate Statistical Quality Monitoring of Additive Manufacturing: Fused Filament Fabrication Process”, Processes, Vol. 11, Issue 4, Pages 1216, 2023.
  • 24. Özsoy, K., Aksoy, B., “Real-Time Data Analysis with Artificial Intelligence in Parts Manufactured by FDM Printer Using Image Processing Method”, Journal of Testing and Evaluation, Vol. 50, Issue 1, Pages 629-645, 2022.
  • 25. Yıldız, A., Emanetoğlu, U., Yenigun, E.O., Cebeci, H., “Towards optimized carbon nanotubes (CNTs) reinforced polyetherimide (PEI) 3D printed structures: A comparative study on testing standards”, Composite Structures, Vol. 296, Issue 1, Pages 115853, 2022.
Year 2024, , 287 - 302, 30.08.2024
https://doi.org/10.46519/ij3dptdi.1493819

Abstract

References

  • 1. Gao, W., Zhang, Y., Ramanujan, D., Ramani, K., Chen, Y., Williams, C. B., Zavattieri, P. D., “The status, challenges, and future of additive manufacturing in engineering”, Computer-Aided Design, Vol. 69, Issue 1, Pages 65-89, 2015.
  • 2. Baumers, M., Dickens, P., Tuck, C., Hague, R., “The cost of additive manufacturing: machine productivity, economies of scale and technology-push”, Technological Forecasting and Social Change, Vol. 102, Issue 1, Pages 193-201, 2016.
  • 3. Ford, S., Despeisse, M., “Additive manufacturing and sustainability: an exploratory study of the advantages and challenges”, Journal of Cleaner Production, Vol. 137, Issue 1, Pages 1573-1587, 2016. 4. Vakharia, V. S., Leonard, H., Singh, M., Halbig, M. C., “Multi-Material Additive Manufacturing of High Temperature Polyetherimide (PEI)–Based Polymer Systems for Lightweight Aerospace Applications”, Polymers, Vol. 15, Issue 3, Pages 561, 2023.
  • 5. Kaynan, O., Yıldız, A., Bozkurt, Y.E., Yenigun, E.O., Cebeci, H., “Electrically conductive high-performance thermoplastic filaments for fused filament fabrication”, Composite Structures, Vol. 237, Issue 1, Pages 111930, 2020.
  • 6. Bozkurt, Y.E., Emanetoğlu, U., Yıldız, A., Türkarslan, Ö., Şaşal, F.N., Cebeci, H., “3D printable CNTs and BN hybridized PEEK composites for thermal management applications”, Journal of Materials Science, Vol. 58, Issue 38, Pages 15086-15099, 2023.
  • 7. Kim, H., Lin, Y., Tseng, T.-L. B., “A review on quality control in additive manufacturing”, Rapid Prototyping Journal, Vol. 24, Issue 3, Pages 645-669, 2018. 8. Strano, M., Farioli, D., Giberti, H., “Extrusion Additive Manufacturing of PEI Pellets”, Journal of Manufacturing and Materials Processing, Vol. 6, Issue 6, Pages 157, 2022.
  • 9. Turner, B.N., Strong, R., Gold, S.A., “A review of melt extrusion additive manufacturing processes: I. Process design and modeling”, Rapid Prototyping Journal, Vol. 20, Issue 3, Pages 192-204, 2014.
  • 10. Turner, B.N., Gold, S.A., “A review of melt extrusion additive manufacturing processes: II. Materials, dimensional accuracy, and surface roughness”, Rapid Prototyping Journal, Vol. 21, Issue 3, Pages 250-261, 2015.
  • 11. Go, J., Schiffres, S.N., Stevens, A.G., Hart, A.J., “Rate limits of additive manufacturing by fused filament fabrication and guidelines for high-throughput system design”, Additive Manufacturing, Vol. 16, Issue 1, Pages 1-11, 2017.
  • 12. Sun, X., Mazur, M., Cheng, C.-T., “A review of void reduction strategies in material extrusion-based additive manufacturing”, Additive Manufacturing, Vol. 67, Issue 1, Pages 103463, 2023.
  • 13. Kuruoğlu, Y., Akgün, M., Demir, H., “FDM Yöntemiyle Üretilen ABS, PLA ve PETG Numunelerin Yüzey Pürüzlülüğü ve Çekme Dayanımının Modellenmesi ve Optimizasyonu” [Modelling and Optimization of Surface Roughness and Tensile Strength of ABS, PLA and PETG Samples Produced by FDM Method] [article in Turkish], International Journal of 3D Printing Technologies and Digital Industry, Vol. 6, Issue 3, Pages 358-369, 2022.
  • 14. Albaşkara, M., Türkyılmaz, S., “Optimization of Accuracy and Surface Roughness of 3D SLA Printed Materials with Response Surface Method”, International Journal of 3D Printing Technologies and Digital Industry, Vol. 7, Issue 3, Pages 403-414, 2023.
  • 15. Jiang, S.; Liao, G.; Xu, D.; Liu, F.; Li, W.; Cheng, Y.; Li, Z.; Xu, G., “Mechanical properties analysis of polyetherimide parts fabricated by fused deposition modeling”, High Performance Polymer, Vol. 31, Issue 1, Pages 97–106, 2019.
  • 16. Ding, S.; Zou, B.; Wang, P.; Ding, H., “Effects of nozzle temperature and building orientation on mechanical properties and microstructure of PEEK and PEI printed by 3D-FDM”, Polymer Testing, Vol. 78, Issue 1, Pages 105948, 2019.
  • 17. Forés-Garriga, A.; Pérez, M.A.; Gómez-Gras, G.; Pozo, G.R., “Role of infill parameters on the mechanical performance and weight reduction of PEI Ultem processed by FFF”, Materials and Design, Vol. 193, Issue 1, Pages 108810, 2020.
  • 18. Bozkurt, Y.E., Kincal, C., Yüksel, R., Yildiz, A., Solak, N., Cebeci, H., “3D Printable BN/PEEK/PEI Polymer Blend Composites for Thermal Management Applications”, AIAA SCITECH 2024 Forum, Pages 0368, 2024.
  • 19. El Magri, A.; Vanaei, S.; Vaudreuil, S., “An overview on the influence of process parameters through the characteristic of 3D-printed PEEK and PEI parts”, High Performance Polymers, Vol. 33, Issue 1, Pages 862–880, 2021.
  • 20. El Magri, A.; Mabrouk, K.E.; Vaudreuil, S., “Preparation and characterization of poly (ether ether ketone)/poly (ether imide) [PEEK/PEI] blends for fused filament fabrication”, Journal of Materials Science, Vol. 56, Issue 1, Pages 14348–14367, 2021.
  • 21. Vanaei, H.R., Shirinbayan, M., Deligant, M., Khelladi, S., Tcharkhtchi, A., “In-Process Monitoring of Temperature Evolution during Fused Filament Fabrication: A Journey from Numerical to Experimental Approaches”, Thermo, Vol. 1, Issue 3, Pages 332-360, 2021.
  • 22. Sgrulletti, M., Bragaglia, M., Giarnetti, S., et al., “Understanding the Impact of Fused Filament Fabrication Conditions on the Microstructure and Tensile Properties of Polyamide 6 by Thermal and Optical Live Monitoring”, Materials Today Communications, Vol. 28, Issue 1, Pages 102679, 2021.
  • 23. Alatefi, M., Al-Ahmari, A.M., AlFaify, A.Y., Saleh, M., “A Framework for Multivariate Statistical Quality Monitoring of Additive Manufacturing: Fused Filament Fabrication Process”, Processes, Vol. 11, Issue 4, Pages 1216, 2023.
  • 24. Özsoy, K., Aksoy, B., “Real-Time Data Analysis with Artificial Intelligence in Parts Manufactured by FDM Printer Using Image Processing Method”, Journal of Testing and Evaluation, Vol. 50, Issue 1, Pages 629-645, 2022.
  • 25. Yıldız, A., Emanetoğlu, U., Yenigun, E.O., Cebeci, H., “Towards optimized carbon nanotubes (CNTs) reinforced polyetherimide (PEI) 3D printed structures: A comparative study on testing standards”, Composite Structures, Vol. 296, Issue 1, Pages 115853, 2022.
There are 23 citations in total.

Details

Primary Language English
Subjects Manufacturing and Industrial Engineering (Other)
Journal Section Research Article
Authors

Alptekin Yıldız 0000-0002-4801-2209

Early Pub Date August 30, 2024
Publication Date August 30, 2024
Submission Date June 1, 2024
Acceptance Date August 15, 2024
Published in Issue Year 2024

Cite

APA Yıldız, A. (2024). MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES. International Journal of 3D Printing Technologies and Digital Industry, 8(2), 287-302. https://doi.org/10.46519/ij3dptdi.1493819
AMA Yıldız A. MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES. IJ3DPTDI. August 2024;8(2):287-302. doi:10.46519/ij3dptdi.1493819
Chicago Yıldız, Alptekin. “MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES”. International Journal of 3D Printing Technologies and Digital Industry 8, no. 2 (August 2024): 287-302. https://doi.org/10.46519/ij3dptdi.1493819.
EndNote Yıldız A (August 1, 2024) MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES. International Journal of 3D Printing Technologies and Digital Industry 8 2 287–302.
IEEE A. Yıldız, “MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES”, IJ3DPTDI, vol. 8, no. 2, pp. 287–302, 2024, doi: 10.46519/ij3dptdi.1493819.
ISNAD Yıldız, Alptekin. “MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES”. International Journal of 3D Printing Technologies and Digital Industry 8/2 (August 2024), 287-302. https://doi.org/10.46519/ij3dptdi.1493819.
JAMA Yıldız A. MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES. IJ3DPTDI. 2024;8:287–302.
MLA Yıldız, Alptekin. “MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES”. International Journal of 3D Printing Technologies and Digital Industry, vol. 8, no. 2, 2024, pp. 287-02, doi:10.46519/ij3dptdi.1493819.
Vancouver Yıldız A. MONITORING PEI PRODUCTION PARAMETERS ON A CUSTOM-MADE 3D PRINTER: AN INSIGHT INTO PHYSICAL AND MECHANICAL PROPERTIES. IJ3DPTDI. 2024;8(2):287-302.

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