journal article·2024-11-01

Novel numerical simulation method for quasi-continuous wave laser processing of carbon-carbon composites and its application in parameter inversion

Jian-Wei Ma, Zhi-Ben Yang, Song-Hong-Ze Wang, Yang-Xin Yuan, Zhen-Yuan Jia

Journal of Laser Applications· Volume 36· Issue 4
Publisher page

Abstract

Carbon/carbon composites (C/Cs) are extensively utilized as structural materials and functional materials in the aerospace industry. Laser processing technology is an effective means of precision manufacturing C/Cs parts, with the advantages of no mechanical impact and high efficiency. Accurately predicting the material removal of C/Cs during laser processing is of great significance for the precision manufacturing of C/Cs parts. However, the numerical simulation models that can directly display the microstructure of C/Cs are still inadequate, and measuring the sublimation temperatures of two different phases of carbon is challenging. This paper establishes a three-dimensional microscopic heterogeneous finite element (FE) model of C/Cs, and the FE simulation of quasi-continuous wave (QCW) laser ablation of C/Cs is optimized using the restart method taking into account the residual temperature. Combining the optimized FE model, the material parameters of C/Cs are inverted using response surface methodology and genetic algorithm, resulting in the sublimation temperatures of the fiber phase being 4029.01 K and the matrix phase being 3481.86 K. After these parameters are substituted into the FE model, the resulting simulations are then compared with the experiments of QCW laser processing C/Cs, which reveals high correspondence between simulated morphology and experimental data, with the relative error of predicted ablation depth not exceeding 6.169%. The revised FE model can guide the laser processing of C/Cs, and the inverted material parameters can provide references for the theoretical study of the laser processing of C/Cs.
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Research context

OpenAlex topics: Laser Material Processing Techniques · Advanced Surface Polishing Techniques · Advanced machining processes and optimization

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

Affiliations

State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology , Dalian 116024,

Funding

National Key Research and Development Program of China · National Natural Science Foundation of China · Applied Basic Research Program of Liaoning Province · Fundamental Research Funds for the Central Universities · the Independent Research and Development Funding Program of the First Academy

References (29)

Show source-provided references
1. Micromanufacturing of composite materials: A review10.1088/2631-7990/ab0f74 ↗
2. Experimental study on performances of carbon seal and finger seal under high-speed and high-pressure condition10.1088/1757-899X/382/2/022044 ↗
3. Nontraditional energy-assisted mechanical machining of difficult-to-cut materials and components in aerospace community: A comparative analysis10.1088/2631-7990/ad16d6 ↗
4. Process development for laser powder bed fusion of GRCop-42 using a 515 nm laser source10.2351/7.0001139 ↗
5. Characteristics of carbon–carbon composite turning10.1016/S0924-0136(00)00776-7 ↗
6. Effect of high temperature treatment on the structure and thermal conductivity of 2D carbon/carbon composites with a high thermal conductivity10.1016/S1872-5805(14)60142-6 ↗
7. Rotary ultrasonic drilling of needle-punched carbon/carbon composites: Comparisons with conventional twist drilling and high-speed drilling10.1007/s00170-017-1228-7 ↗
8. Defect analysis in drilling needle-punched carbon–carbon composites perpendicular to nonwoven fabrics10.1177/1687814015598494 ↗
9. Three-dimensional numerical simulation for drilling of 2.5D carbon/carbon composites10.1007/s00170-017-0653-y ↗
10. Recent advances in design and preparation of micro diamond cutting tools10.1088/2631-7990/ad770d ↗
11. Control of multi-scale cracking for improvement of the reliability of carbon/carbon composites via design of interlaminar stress10.1016/j.compstruct.2022.115938 ↗
12. Effect of electrical discharge machining on the characteristics of carbon fiber reinforced carbon composites10.1023/A:1017539100832 ↗
13. New method of continuous-wave laser ablation for processing microgroove with variable cross-section10.1016/j.optlastec.2023.110292 ↗
14. Optimization of micropore fabrication on the surface of ultrathick polyimide film based on picosecond UV laser10.2351/7.0001070 ↗
15. Laser-beam pattern cutting of carbon-carbon composites10.1117/12.464115 ↗
16. Demonstration and evaluation of carbon-carbon ion optics10.2514/3.23737 ↗
17. CO2 laser cutting of a carbon/carbon multi-lamelled plain-weave structure10.1016/j.jmatprotec.2005.12.004 ↗
18. Laser ablation behaviors of SiC–ZrC coated carbon/carbon composites10.1016/j.surfcoat.2011.03.039 ↗
19. Laser ablative behavior of C/C modified by Si reactive infiltration10.1016/j.carbon.2020.06.079 ↗
20. Laser ablation resistance and mechanism of Si–Zr alloyed melt infiltrated C/C–SiC composite10.1016/j.ceramint.2017.11.141 ↗
21. Unraveling of the laser drilling of carbon/carbon composites: Ablation mechanisms, shape evolution, and damage evaluation10.1016/j.ijmachtools.2022.103978 ↗
22. Sputtering yield of carbon-carbon composite due to xenon ion bombardment in ion engines10.2322/tjsass.58.213 ↗
23. The characterisation and modelling of manufacturing porosity of a 2-D carbon/carbon composite10.1177/0021998313502739 ↗
24. Microstructural evolution of carbon fiber reinforced SiC-based matrix composites during laser ablation process10.1016/j.jmst.2019.04.042 ↗
25. Removal mechanism of CFRP by laser multi direction interaction10.1016/j.optlastec.2021.107281 ↗
26. Prediction of the primary dendritic arm spacing in the laser metal deposition of Inconel 718 superalloy using the numerical and experimental techniques10.2351/7.0000902 ↗
27. Numerical study of ultrashort laser-induced microjet formation on the metal film based on the Navier–Stokes equation10.2351/7.0001027 ↗
28. 1998
29. Fiber laser cutting of CFRP composites and process optimization through response surface methodology10.1080/10426914.2017.1279296 ↗