journal article·2025-08Open access

Enhancing performance for additively manufactured optimal CFRP structures

Yanan Xu, Lin Ye, Chi Wu, Jianguang Fang, Guangyong Sun, Yuan Chen, Ziyan Man, Grant P. Steven, Qing Li

Abstract

While additive manufacturing (AM) has been widely applied for carbon fiber reinforced polymer (CFRP) composite structures and exhibited compelling advantages especially in realizing topologically optimized design, there exist certain inherent problems, such as relatively low fiber volume fraction and high porosity, somehow compromising its material properties. This study aims to enhance mechanical performances of optimized 3D printed CFRP structures and develop a vacuum-assisted thermal post-processing technique. First, a level set method is employed to carry out concurrent topological and filament path optimization dedicated to CFRP additive manufacturing. Both the optimized and empirical CFRP structures are fabricated by 3D printing to appraise the advantages of topology optimization that incorporates a fast marching technique with improved manufacturability. Second, to further enhance the structural characteristics, the printed CFRP structures are post-processed with a pressure of 1 atm under different heating conditions. Third, the structures with and without the postprocessing procedures are remodeled and analyzed based on micro-computed tomography (μCT) scan data. It is found that the errors between the remodeled simulations and experimental tests are all below 10 %. It is shown that the topology optimization enables to improve the stiffness per unit mass (SPUM) by 47.0–52.1 %, and vacuum-assisted thermal post-processing can further reduce the structural deformation ranging from 10.8 % to 26.8 %, indicating the superiority of reprocessing of additively manufactured CFRP structures with equivalent material cost.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Additive Manufacturing and 3D Printing Technologies · Topology Optimization in Engineering · Innovations in Concrete and Construction Materials

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

References (50)

Show source-provided references
1. Machine learning based topology optimization of fiber orientation for variable stiffness composite structures10.1002/nme.6809 ↗
2. Consolidation of continuous fibre reinforced composites in additive processes: a review
3. Normal, high and ultra-high modulus carbon fiber-reinforced polymer laminates for bonded and un-bonded strengthening of steel beams10.1016/j.matdes.2014.11.031 ↗
4. Review of the mechanical performance of variable stiffness design fiber-reinforced composites10.1515/secm-2016-0093 ↗
5. Topological design for 3D-printing of carbon fibre reinforced composite structural parts10.1016/j.compscitech.2020.108644 ↗
6. Optimum stacking sequence design of composite materials Part I: constant stiffness design10.1016/j.compstruct.2009.01.006 ↗
7. Optimum stacking sequence design of composite materials Part II: variable stiffness design10.1016/j.compstruct.2010.06.001 ↗
8. Material extrusion additive manufacturing of continuous fibre reinforced polymer matrix composites: a review and outlook10.1016/j.compositesb.2021.109143 ↗
9. Additively manufactured materials and structures: a state-of-the-art review on their mechanical characteristics and energy absorption10.1016/j.ijmecsci.2023.108102 ↗
10. New optimization method for steered fiber composites using the level set method10.1007/s00158-015-1256-6 ↗
11. A parametric level set method for the optimization of composite structures with curvilinear fibers10.1016/j.cma.2021.114236 ↗
12. A novel CS-RBFs-based parameterization scheme for the optimization design of curvilinear variable-stiffness composites with manufacturing constraints
13. Design of curvilinear variable-stiffness composites considering stiffness, strength and manufacturability10.1007/s00158-022-03306-w ↗
14. Concurrent optimization of topological configuration and continuous fiber path for composite structures—a unified level set approach10.1016/j.cma.2022.115350 ↗
15. Robust topology optimization for multiple fiber-reinforced plastic (FRP) composites under loading uncertainties10.1007/s00158-018-2175-0 ↗
16. Discrete topology optimization of ply orientation for a carbon fiber reinforced plastic (CFRP) laminate vehicle door10.1016/j.matdes.2017.04.089 ↗
17. Discrete material optimization of vibrating composite plate and attached piezoelectric fiber composite patch10.1007/s00158-019-02359-8 ↗
18. On design of carbon fiber reinforced plastic (CFRP) laminated structure with different failure criteria10.1016/j.ijmecsci.2020.106251 ↗
19. Bruyneel · 2011 · 17
20. In-plane material filters for the discrete material optimization method10.1007/s00158-015-1257-5 ↗
21. Layup optimization of composite material structures
22. Design of manufacturable fiber path for variable-stiffness panels based on lamination parameters10.1016/j.compstruct.2019.03.075 ↗
23. Topology optimization for additive manufacturing of CFRP structures10.1016/j.ijmecsci.2024.108967 ↗
24. Fast marching methods10.1137/S0036144598347059 ↗
25. Three-dimensional printing of continuous-fiber composites by in-nozzle impregnation10.1038/srep23058 ↗
26. Experimental investigation of additively manufactured continuous fiber reinforced composite parts with optimized topology and fiber paths
27. Investigation on process parameters of 3D printed continuous carbon fiber-reinforced thermosetting epoxy composites
28. Influence of mixed isotropic fiber angles and hot press on the mechanical properties of 3D printed composites
29. 3D printed continuous CF/PA6 composites: effect of microscopic voids on mechanical performance10.1016/j.compscitech.2020.108077 ↗
30. 3D printing of continuous carbon fibre reinforced polymer composites with optimised structural topology and fibre orientation10.1016/j.compstruct.2023.116914 ↗
31. 3D printing and modelling of continuous carbon fibre reinforced composite grids with enhanced shear modulus10.1016/j.engstruct.2023.116165 ↗
32. Effect of temperature on low velocity impact damage and post-impact flexural strength of CFRP assessed using ultrasonic C-scan and micro-focus computed tomography10.1016/j.compositesb.2014.04.028 ↗
33. Effective X-ray micro computed tomography imaging of carbon fibre composites10.1016/j.compositesb.2023.110707 ↗
34. Cryogenic damage mechanisms of CFRP laminates based on in-situ X-ray computed tomography characterization10.1016/j.compscitech.2023.110413 ↗
35. Generation of micro-scale finite element models from synchrotron X-ray CT images for multidirectional carbon fibre reinforced composites10.1016/j.compositesa.2016.09.010 ↗
36. A micro-image based reconstructed finite element model of needle-punched C/C composite10.1016/j.compscitech.2017.09.029 ↗
37. A numerical methodology for simulating the mechanical behavior of CFRP laminates containing pores using X-ray computed tomography data10.1016/j.compositesb.2016.07.019 ↗
38. Radial basis functions and level set method for structural topology optimization10.1002/nme.1536 ↗
39. An extended level set method for shape and topology optimization10.1016/j.jcp.2006.06.029 ↗
40. Interpolating implicit surfaces from scattered surface data using compactly supported radial basis functions10.1145/1198555.1198645 ↗
41. A level set method for structural topology optimization10.1016/S0045-7825(02)00559-5 ↗
42. Structural optimization using sensitivity analysis and a level-set method10.1016/j.jcp.2003.09.032 ↗
43. An 88-line MATLAB code for the parameterized level set method based topology optimization using radial basis functions10.1007/s00158-018-1904-8 ↗
44. Structural shape and topology optimization using an implicit free boundary parametrization method
45. The augmented Lagrangian method in structural shape and topology optimization with RBF based level set method
46. The multiplier method of Hestenes and Powell applied to convex programming10.1007/BF00934777 ↗
47. A review on additive manufacturing of polymer-fiber composites10.1016/j.compstruct.2017.08.088 ↗
48. Design considerations and modeling of fiber reinforced 3D printed parts10.1016/j.compositesb.2018.12.094 ↗
49. Topology optimization of the fiber-reinforcement retrofitting existing structures10.1016/j.ijsolstr.2012.09.009 ↗
50. Ply and interlaminar behaviours of 3D printed continuous carbon fibre-reinforced thermoplastic laminates; effects of processing conditions and microstructure