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Smooth particle hydrodynamics modeling of cutting force in milling process of TC4

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Abstract

Milling is one of the main methods for processing titanium alloy. At present, the complex process of milling is usually simulated by finite element method, which often has problems in mesh distortion and mesh reconstruction. Therefore, a meshless three-dimensional milling simulation model was established for TC4 titanium alloy using the smooth particle hydrodynamics (SPH) method. Firstly, the established SPH model was analyzed by the LS-DYNA software, and the stress distribution, temperature field, and cutting force during milling were studied under specific conditions. Subsequently, the cutting force was simulated under different cutting parameters and the effects of these parameters on the cutting force were determined. Finally, based on a series of cutting force experiments, the accuracy of the simulation model was verified. This study proves the feasibility of SPH method in the simulation of titanium alloy milling process and provides novel methods for investigating the processing mechanism and optimizing the processing technology of titanium alloys.

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References

  1. Gangwar K, Ramulu M (2018) Friction stir welding of titanium alloys: a review. Mater Des 141:230–255

    Article  Google Scholar 

  2. Ma AM, Liu DX, Tang CB et al (2018) Influence of glow plasma Co-based alloying layer on sliding wear and fretting wear resistance of titanium alloy. Tribol Int 125:85–94

    Article  Google Scholar 

  3. Conradie P, Dimitrov D, Oosthuizen G (2016) A cost modelling approach for milling titanium alloys. Procedia CIRP 46:412–415

    Article  Google Scholar 

  4. Yang P, Yao CF, Xie SH et al (2016) Effect of tool orientation on surface integrity during ball end milling of titanium alloy TC17. Procedia CIRP 56:143–148

    Article  Google Scholar 

  5. Chen Y, Li H, Wang J (2018) Predictive modelling of cutting forces in end milling of titanium alloy Ti6Al4V. Proc Inst Mech Eng B: J Eng Manuf 232(9):1523–1534

    Article  Google Scholar 

  6. Chen Y, Li H, Wang J (2015) Analytical modelling of cutting forces in near-orthogonal cutting of titanium alloy Ti6Al4V. Proc Inst Mech Eng C: J Mech Eng Sci 229(6):1122–1133

    Article  Google Scholar 

  7. Wu HB, Zhang SJ (2014) 3D FEM simulation of milling process for titanium alloy Ti6Al4V. Int J Adv Manuf Technol 71(5–8):1319–1326

    Article  Google Scholar 

  8. Thepsonthi T, Özel T (2015) 3-D finite element process simulation of micro-end milling Ti-6Al-4V titanium alloy: experimental validations on chip flow and tool wear. J Mater Process Tech 221:128–145

    Article  Google Scholar 

  9. Ji CH, Li YH, Qin XD et al (2015) 3D FEM simulation of helical milling hole process for titanium alloy Ti-6Al-4V. Int J Adv Manuf Technol 81(9–12):1733–1742

    Article  Google Scholar 

  10. Sui XL, Zhang SG, Guan Y et al (2016) 3-D finite element simulation analysis of milling titanium alloy using different cutting edge radius. In: Sixth international conference on intelligent systems design & engineering applications. IEEE, 2016

  11. Wu HB, Zhang SJ (2015) Effects of cutting conditions on the milling process of titanium alloy Ti6Al4V. Int J Adv Manuf Technol 77(9/12):2235–2240

    Article  Google Scholar 

  12. Özel T, Olleak A, Thepsonthi T (2017) Micro milling of titanium alloy Ti-6Al-4V: 3-D finite element modeling for prediction of chip flow and burr formation. Prod Eng 11(4/5):435–444

    Article  Google Scholar 

  13. Yang Y, Zhu WW (2014) Study on cutting temperature during milling of titanium alloy based on FEM and experiment. Int J Adv Manuf Technol 73(9/12):1511–1521

    Article  Google Scholar 

  14. Mamedov A, Lazoglu I (2016) Thermal analysis of micro milling titanium alloy Ti-6Al-4V. J Mater Process Technol 229:659–667

    Article  Google Scholar 

  15. Pang MH, Wang ZK, Jiao HW (2008) The contrastand analysis of SPH method and FEM method. Mach Des Manuf 2:36–38

    Google Scholar 

  16. Olleak AA, El-Hofy HA (2015) Prediction of cutting forces in high speed machining of Ti6Al4V using SPH method.In: ASME 2015 international manufacturing science and engineering conference, 2015

  17. Xi Y, Bermingham M, Wang G et al (2014) SPH/FE modeling of cutting force and chip formation during thermally assisted machining of Ti6Al4V alloy. Comput Mater Sci 84(1):188–197

    Article  Google Scholar 

  18. Demiral M (2014) Smoothed particle hydrodynamics modeling of vibro-assisted turning of Ti alloy: influence of vibration parameters. J Vibro Eng 16(6):2685–2694

    Google Scholar 

  19. Gasiorek D, Baranowski P, Malachowski J et al (2018) Modelling of guillotine cutting of multi-layered aluminum sheets. J Manuf Process 34:374–388

    Article  Google Scholar 

  20. Wang Y, Wang S, Liu JG et al (2015) Dynamic simulation of single abrasive grain cutting TC4 based on SPH method. J Syst Simul 27(11):2865–2872

    Google Scholar 

  21. Xi Y, Zhan HY, Rahman Rashid RA et al (2014) Numerical modeling of laser assisted machining of a beta titanium alloy. Comput Mater Sci 92:149–156

    Article  Google Scholar 

  22. Gingold RA, Monaghan JJ (1977) Smoothed particle hydrodynamics: theory and application to non-spherical stars. Mon Not R Astron Soc 181(3):375–389

    Article  Google Scholar 

  23. He A, Xie GL, Zhang HL et al (2014) A modified Zerilli-Armstrong constitutive model to predict hot deformation behavior of 20CrMo alloy steel. Mater Des 56(4):122–127

    Article  Google Scholar 

  24. Prawoto Y, Fanone M, Shahedi S et al (2012) Computational approach using Johnson-Cook model on dual phase steel. Comput Mater Sci 54(1):48–55

    Article  Google Scholar 

  25. Liu XJ (2008) Analysis and experimental study on cutting force model of thin-walled parts machining. Dissertation, Nanjing University of Aeronautics and Astronautics

Download references

Acknowledgements

This work was supported by the Science Challenge Project (Grant No. TZ2018006-0101-01) and the Science Fund for Creative Research Groups (Grant No. 51621064). Furthermore, the authors are grateful for the support in calculations from Shijiazhuang Lumps Technology Co., Ltd.

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Correspondence to Ming Li or Zhi-Gang Dong.

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Guo, XG., Li, M., Dong, ZG. et al. Smooth particle hydrodynamics modeling of cutting force in milling process of TC4. Adv. Manuf. 7, 364–373 (2019). https://doi.org/10.1007/s40436-019-00276-z

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  • DOI: https://doi.org/10.1007/s40436-019-00276-z

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