Abstract
Fused silica is a kind of high-strength optical material, which is widely used in industry. It is slow and inefficient to process hard and brittle materials by conventional machining (CM) methods, while laser-assisted machining (LAM) technology can improve the plastic cutting ability of materials by local heating and softening, despite its application was not yet carried out in the case of fused silica. In this paper, the smoothed particle hydrodynamics (SPH) method is used to simulate the LAM process of fused silica. The result of LAM simulations show that the chips consist of continuous and discontinuous regions, which is significantly different from the CM in which the crack propagates and breaks in the initial deformation region. This indicates that the material removal mechanism takes place in a hybrid mode, which is a mixture of a brittle fracture and a plastic deformation. And the effect of process parameters on machining surface integrity, tool stress and tool wear were studied by numerical model. Both the simulations and the experimental results demonstrate that LAM significantly improves the machinability of fused silica by reducing the cutting force, improving the machining quality and decreasing the tool wear.
Similar content being viewed by others
Data Availability
Data supporting the findings are found within the manuscript. Raw data files will be provided by the corresponding author upon request.
References
Song H, Dan J, Chen X, Xiao J, Xu J (2018) Experimental investigation of machinability in laser-assisted machining of fused silica. Int J Adv Manuf Technol 97:267–278
Song H, Dan J, Li J, Du J, Xiao J, Xu J (2019) Experimental study on the cutting force during laser-assisted machining of fused silica based on the Taguchi method and response surface methodology. J Manuf Process 38:9–20
Kim JD, Lee SJ, Suh J (2011) Characteristics of laser assisted machining for silicon nitride ceramic according to machining parameters. J Mech Sci Technol 25:995–1001
Roostaei H, Movahhedy MR (2016) Analysis of heat transfer in laser assisted machining of slip cast fused silica ceramics. Proc CIRP 46:571–574
Rashidab RAR, Wang G, Dargusch MS (2012) The effect of laser power on the machinability of the Ti-6Cr-5Mo-5V-4Al beta titanium alloy during laser assisted machining. Int J Mach Tool Manu 63:41–43
Ajeet Vasant J, Gopi G, Jegaraj JJR, Kumar KR, Kuppan P, Oyyaravelu R (2018) Finite element simulation and experimental validation of laser assisted machining of inconel 718. Mater Today Proc 5:13637–13649
Venkatesan K, Ramanujam R, Kuppan P (2017) Investigation of machinability characteristics and chip morphology study in laser-assisted machining of Inconel 718. Int J Adv Manuf Technol 91:1–15
Masood SH, Armitage K, Brandt M (2011) An experimental study of laser-assisted machining of hard-to-wear white cast iron. Int J Mach Tool Manu 51:450–456
Skvarenina S, Shin YC (2006) Laser-assisted machining of compacted graphite iron. Int J Mach Tool Manu 46:7–17
Panjehpour A, Yazdi MRS, Shoja-Razavi R (2014) An experimental investigation of pulsed laser-assisted machining of AISI 52100 steel. Opt Laser Technol 63:137–143
Bejjani R, Shi B, Attia H, Balazinski M (2011) Laser assisted turning of titanium metal matrix composite. CIRP Ann Manuf Technol 60:61–64
Przestacki D (2014) Conventional and laser assisted machining of composite A359/20SiCp. Proc CIRP 14:229–233
Brinksmeier E, Aurich JC, Govekar E, Heinzel C, Hoffmeister HW, Klocke F, Peters J, Rentsch R, Stephenson DJ, Uhlmann E, Weinert K, Wittmann M (2006) Advances in modeling and simulation of grinding processes. CIRP Ann 55:667–696
Singh G, Teli M, Samanta A, Singh R (2013) Finite element modeling of laser-assisted machining of AISI D2 tool steel. Mater Manuf Process 28:443–448
Shen X, Yang B, Lei S (2012) Microstructural modeling and dynamic process simulation of laser-assisted machining of silicon nitride ceramics with distinct element method. J Manuf Sci Eng 134:160–165
Shen X, Yang B, Lei S (2010) Distinct element modeling of laser assisted milling of silicon nitride ceramics. J Manuf Process 12:30–37
Ayed Y, Germain G, Ben Salem W, Hamdi H (2014) Experimental and numerical study of laser-assisted machining of Ti6Al4V titanium alloy. Finite Elem Anal Des 92:72–79
Balbaa M, Nasr MNA, Elgamal H (2017) A sensitivity analysis on the effect of laser power on residual stresses when laser-assisted machining AISI 4340. Proc CIRP 58:31–36
Nasr MNA, Balbaa M, Elgamal H (2014) Modelling machining-induced residual stresses after laser-assisted turning of steels. Adv Mater Res 996:622–627
Germain G, Dal SP, Lebrun JL et al (2007) Thermal and thermo-mechanical simulation of laser assisted machining. AIP Conf Proc 907:1251–1256
Xi Y, Bermingham M, Wang G, Dargusch M (2014) SPH/FE modeling of cutting force and chip formation during thermally assisted machining of Ti6Al4V alloy. Comput Mater Sci 84:188–197
Dong XW, Liu GR, Li Z, Zeng W (2016) A smoothed particle hydrodynamics (SPH) model for simulating surface erosion by impacts of foreign particles. Tribol Int 95:267–278
Calamaz M, Limido J, Nouari M, Espinosa C, Coupard D, Salaün M, Girot F, Chieragatti R (2009) Toward a better understanding of tool wear effect through a comparison between experiments and SPH numerical modelling of machining hard materials. Int J Refract Met Hard Mater 27:595–604
Nam J, Kim T, Cho SW (2016) A numerical cutting model for brittle materials using smooth particle hydrodynamics. Int J Adv Manuf Technol 82:133–141
Madaj M, Píška M (2013) On the SPH orthogonal cutting simulation of A2024-T351 alloy. Proc CIRP 8:152–157
Niu W, Mo R, Liu GR, Sun H, Dong X, Wang G (2018) Modeling of orthogonal cutting process of A2024-T351 with an improved SPH method. Int J Adv Manuf Technol 95:905–919
Guo X, Wei Y, Jin Z, Guo D, Maosen W (2013) A numerical model for optical glass cutting based on SPH method. Int J Adv Manuf Technol 68:1277–1283
Guo X, Shi Y, Luo X, Kang R, Jin Z, Ding F, Li Z (2019) Mechanism of crack propagation for K9 glass. Int J Precis Eng Manuf 20:815–825
Benz W, Asphaug E (1995) Simulations of brittle solids using smooth particle hydrodynamics. Comput Phys Commun 87:253–265
Song H, Ren G, Dan J,LiJ, Xiao J,Xu J (2018) Experimental study of the cutting force during laser-assisted machining of fused silica based on artificial neural network and response surface methodology. Silicon 11:1903–1916
Song H, Dan J, Du J, Ren G, Xiao J, Xu J (2019) Multiresponse optimization for laser-assisted machining of fused silica using response surface methodology. Silicon 11:3049-3063
Song H, Li J, Dan J, Ren G, Xiao J, Xu J (2019) Experimental analysis and evaluation of the cutting performance of tools in laser-assisted machining of fused silica. Precis Eng 56:191–202
Davison D, Cour-Palais B, Quan X, Holmquist TJ, Cohen LM, Ramsey R, Cummings R (2003) Computer models of micrometeoroid impact on fused silica glass mirrors. Int J Impact Eng 29:203–214
Yang J, Sun S, Brandt M, Yan W (2010) Experimental investigation and 3D finite element prediction of the heat affected zone during laser assisted machining of Ti6Al4V alloy. J Mater Process Technol 210:2215–2222
Acknowledgements
The authors thank the Analytical and Testing Center of Huazhong University of Science and Technology. The authors are also thankful to Mr. Zuohui Yang and Mr. Chuangting Lin for providing help for the SEM analysis for this research work.
Funding
This work was supported by China Postdoctoral Science Foundation (grant No. 2020M682912 ), Major Project of Science and Technology Innovation Committee in Shenzhen (grant No. key 20200206 ) and National Natural Science Foundation of China (grant No. 51627807, 51705172, 51905195).
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. HS is the main project leader, he conceived the idea of research on LAM of fused silica and involved in drafting manuscript. PP mainly performed all experiment procedures and data analyses, and drafted the manuscript. KX and YZ completed the establishment of thermal model and cutting model respectively, and carried out the corresponding data analysis. ZY handled the literature review, drafted the manuscript and edited it for the final submission. SQ utilized SEM to complete the analysis of cutting tool, machined surface and chip morphology. JX is co-leader of this project, involved in drafting, editing, and revised the manuscript. All authors have read and approved the final manuscript.
Corresponding author
Ethics declarations
This article does not contain any studies with human participants or animals performed by any of the authors.
Consent to Participate
Not applicable.
Consent for Publication
Not applicable.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Song, H., Pan, P., Xu, K. et al. Numerical Modeling and Experimental Study of Laser Assisted Machining of Fused Silica. Silicon 14, 2975–2988 (2022). https://doi.org/10.1007/s12633-021-01079-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12633-021-01079-3