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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November 2024
Research Article|
September 27 2024
Novel numerical simulation method for quasi-continuous wave laser processing of carbon-carbon composites and its application in parameter inversion
Jian-Wei Ma;
Jian-Wei Ma
a)
(Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Resources, Validation, Writing – original draft)
State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology
, Dalian 116024, China
a)Author to whom correspondence should be addressed; electronic mail: [email protected]
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Zhi-Ben Yang
;
Zhi-Ben Yang
(Data curation, Investigation, Visualization, Writing – review & editing)
State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology
, Dalian 116024, China
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Song-Hong-Ze Wang;
Song-Hong-Ze Wang
(Conceptualization, Investigation, Visualization, Writing – review & editing)
State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology
, Dalian 116024, China
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Yang-Xin Yuan;
Yang-Xin Yuan
(Supervision, Writing – review & editing)
State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology
, Dalian 116024, China
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Zhen-Yuan Jia
Zhen-Yuan Jia
(Supervision, Writing – review & editing)
State Key Laboratory of High-performance Precision Manufacturing, School of Mechanical Engineering, Dalian University of Technology
, Dalian 116024, China
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a)Author to whom correspondence should be addressed; electronic mail: [email protected]
J. Laser Appl. 36, 042024 (2024)
Article history
Received:
March 12 2024
Accepted:
September 02 2024
Citation
Jian-Wei Ma, Zhi-Ben Yang, Song-Hong-Ze Wang, Yang-Xin Yuan, Zhen-Yuan Jia; Novel numerical simulation method for quasi-continuous wave laser processing of carbon-carbon composites and its application in parameter inversion. J. Laser Appl. 1 November 2024; 36 (4): 042024. https://doi.org/10.2351/7.0001371
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