journal article·2026-06-29

Mechanism‐Driven Regulation of Deposition Quality in Additively Manufactured Continuous Fiber Reinforced Polymer Composites: Balancing Rheology and Geometry

Haoliang Ding, Ruiyang Liu, Yugang Duan, Ben Wang, Yueke Ming, Feng Wang, Han Yu, Yunfeng Zhao, Chunze Yan, Zhibo Xin, Yusheng Shi

Publisher page

Abstract

ABSTRACT This study investigates the multi‐factor coupling effects on the deposition quality of 3D‐printed continuous carbon fiber reinforced thermosetting epoxy composites. Utilizing Response Surface Methodology (RSM) combined with a Box–Behnken Design (BBD), the synergistic impacts of printing temperature, speed, spacing, and layer height on flexural properties were systematically evaluated. The established high‐precision quadratic regression models ( R 2 > 0.98) revealed that internal porosity and fiber damage are predominantly governed by strong “saddle‐shaped” coupling effects: the geometric matching between printing spacing and layer height, and the rheological compensation between temperature and speed. By correlating 3D response surfaces with scanning electron microscopy (SEM) and micro‐computed tomography (CT) analyses, the physical mechanisms of defect formation under parameter mismatches were systematically elucidated. Multi‐objective optimization determined a global optimal process window (printing temperature (T) = 120°C, printing speed (V) = 500 mm/min, printing spacing (S) = 1.3 mm, and layer height (H) = 0.4 mm). Validation experiments demonstrated excellent predictive accuracy for flexural strength (604.97 MPa) with a relative error of only 2.1%. Notably, this optimal configuration minimized the internal void content to an ultra‐low level of 2.3% and effectively suppressed premature delamination, resulting in an actual flexural strength increase of 27.7% compared to the unoptimized baseline. Meanwhile, the observed deviation in flexural modulus was theoretically linked to deposition‐induced micro‐level fiber waviness.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Additive Manufacturing and 3D Printing Technologies · Mechanical Behavior of Composites · Epoxy Resin Curing Processes

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Materials Science and Engineering Huazhong University of Science and Technology Wuhan China

Aerospace Research Institute of Materials & Processing Technology Beijing China

School of Mechanical Engineering Xi'an Jiaotong University Xi'an China

State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an China

Auto Engineering Research Institute BYD Auto Industry Co. Ltd. Shenzhen China

Funding

Special Project for Research and Development in Key areas of Guangdong Province · National Natural Science Foundation of China

References (35)

Show source-provided references
1. 10.1007/s10853‐021‐06111‐w10.1007/s10853‐021‐06111‐w ↗
2. 10.1007/s40964‐024‐00777‐910.1007/s40964‐024‐00777‐9 ↗
3. 10.1016/j.addma.2019.10089410.1016/j.addma.2019.100894 ↗
4. 10.1016/j.polymer.2016.03.04810.1016/j.polymer.2016.03.048 ↗
5. 10.1016/j.addma.2018.01.00210.1016/j.addma.2018.01.002 ↗
6. 10.1016/j.enpol.2014.08.03310.1016/j.enpol.2014.08.033 ↗
7. 10.1016/j.compstruct.2017.08.08810.1016/j.compstruct.2017.08.088 ↗
8. 10.1016/j.jmapro.2025.03.06110.1016/j.jmapro.2025.03.061 ↗
9. 10.1016/j.compositesb.2018.04.05410.1016/j.compositesb.2018.04.054 ↗
10. 10.1021/acs.langmuir.4c0013910.1021/acs.langmuir.4c00139 ↗
11. 10.1080/09243046.2023.226023310.1080/09243046.2023.2260233 ↗
12. 10.3390/polym1621299610.3390/polym16212996 ↗
13. 10.1016/j.compscitech.2019.10768810.1016/j.compscitech.2019.107688 ↗
14. 10.3390/polym1708101410.3390/polym17081014 ↗
15. 10.1080/00031305.1999.1047444510.1080/00031305.1999.10474445 ↗
16. 10.1371/journal.pone.032262810.1371/journal.pone.0322628 ↗
17. Montgomery D. C. · 2017
18. 10.1016/j.aca.2007.07.01110.1016/j.aca.2007.07.011 ↗
19. 10.1038/srep2305810.1038/srep23058 ↗
20. 10.1016/j.matdes.2017.10.02110.1016/j.matdes.2017.10.021 ↗
21. 10.1063/1.170633210.1063/1.1706332 ↗
22. 10.1016/j.polymertesting.2024.10845910.1016/j.polymertesting.2024.108459 ↗
23. 10.3390/polym1621299110.3390/polym16212991 ↗
24. 10.1108/RPJ‐07‐2019‐018810.1108/RPJ‐07‐2019‐0188 ↗
25. 10.1016/j.compstruct.2017.11.05210.1016/j.compstruct.2017.11.052 ↗
26. 10.1088/1757‐899X/1248/1/01207010.1088/1757‐899X/1248/1/012070 ↗
27. ASTM International · 2021
28. ASTM International · 2015
29. 10.1016/j.compositesb.2015.06.01310.1016/j.compositesb.2015.06.013 ↗
30. 10.1016/j.compscitech.2014.10.00910.1016/j.compscitech.2014.10.009 ↗
31. 10.1590/1517‐7076‐RMAT‐2024‐020110.1590/1517‐7076‐RMAT‐2024‐0201 ↗
32. 10.1080/00224065.1980.1198096810.1080/00224065.1980.11980968 ↗
33. 10.1016/j.compositesb.2024.11205210.1016/j.compositesb.2024.112052 ↗
34. 10.1007/s00170‐021‐06997‐510.1007/s00170‐021‐06997‐5 ↗
35. 10.1016/j.coco.2023.10149710.1016/j.coco.2023.101497 ↗