Skip to main content
Log in

Plastic deformation mechanism of grinding subsurface of nickel-based single-crystal superalloy

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

Single-crystal materials have emerged as a new class of materials widely utilized in the aerospace field. This paper aims to study nickel-based single crystal superalloy DD5, a notoriously challenging material to process. Among the various machining techniques, grinding can achieve superior surface quality with minimal size errors, making it an ideal choice for this experiment. Consequently, this research utilizes the grinding method to investigate the subsurface deformation mechanism of nickel-based single crystal superalloy. To investigate the subsurface plastic damage layer in nickel-based single crystal superalloy, the Hollomon relationship is employed to elaborate on the subsurface plastic deformation mechanism. Furthermore, an effective removal thickness model of a single abrasive grain was established in this study to examine the impact of grinding on the subsurface of nickel-based single crystal superalloy DD5. The model analyzes the influencing factors of subsurface plastic deformation in the grinding process, evaluates the different grinding parameters’ effects on the maximum plastic deformation of subsurface and plastic deformation thickness, and compares the simulation with experimental results. The findings indicate that the subsurface damage of the workpiece is primarily affected by the maximum plastic deformation rate, and the plastic deformation in the workpiece is typically influenced by material properties. Within the experimental parameters, the plastic deformation of nickel-based single crystal superalloy reduces with an increase in wheel speed while subsurface plastic deformation increases with a rise in feed rate and grinding depth. Among other processing parameters, the wheel speed has the most significant effect on subsurface plastic deformation during the grinding process.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

Data availability

All data and materials used to produce the results in this article can be obtained upon request from the corresponding authors.

Code availability

This is not applicable.

References

  1. Soo SL, Hood R, Aspinwall DK, Voice WE, Sage C (2011) Machinability and surface integrity of RR1000 nickel based superalloy. CIRP Ann Manuf Technol 60(1):89–92. https://doi.org/10.1016/j.cirp.2011.03.094

    Article  Google Scholar 

  2. Song YH, Li YG, Li HY, Zhao GH, Cai ZH, Sun MX (2022) Hot deformation and recrystallization behavior of a new nickel-base superalloy for ultra-supercritical applications. J Mater Res Technol 19:4308–4324. https://doi.org/10.1016/j.jmrt.2022.06.141

    Article  Google Scholar 

  3. Chen XM, Lin YC, Wu F (2017) EBSD study of grain growth behavior and annealing twin evolution after full recrystallization in a nickel-based superalloy. J Alloys Compd 724:198–207 https://doi-org.pratt.80599.net/10.1016/j.jallcom.2017.07.027

    Article  Google Scholar 

  4. Thakur A, Gangopadhyay S (2016) State-of-the-art in surface integrity in machining of nickel-based super alloys. Int J Mach Tools Manuf 100:25–54. https://doi.org/10.1016/j.ijmachtools.2015.10.001

    Article  Google Scholar 

  5. D’Addona DM, Raykar SJ (2019) Thermal modeling of tool temperature distribution during high pressure coolant assisted turning of Inconel 718. Materials (Basel) 12(3):408. https://doi.org/10.3390/ma12030408

    Article  Google Scholar 

  6. Ding WF, Zhu YJ, Zhang LC, Xu JH, Fu YC, Liu WD, Yang CY (2015) Stress characteristics and fracture wear of brazed CBN grains in monolayer grinding wheels. Wear 332:800–809. https://doi.org/10.1016/j.wear.2014.12.008

    Article  Google Scholar 

  7. Xu YC, Gong YD, Zhang WJ, Wen XL, Yin GQ, Li JG, Zhao JB (2022) Microstructure evolution and dynamic recrystallization mechanism induced by grinding of Ni-based single crystal superalloy. J Mater Process Technol 310:117784. https://doi.org/10.1016/j.jmatprotec.2022.117784

    Article  Google Scholar 

  8. Qu SS, Yao P, Gong YD, Chu DK, Yang YY, Li CW, Wang ZL, Zhang XP, Hou Y (2022) Environmentally friendly grinding of C/SiCs using carbon nanofluid minimum quantity lubrication technology. J Clean Prod 366:132898. https://doi.org/10.1016/j.jclepro.2022.132898

    Article  Google Scholar 

  9. Liang CY, Gong YD, Qu SS, Yang YY, Zhang H, Sun Y, Zhao JB (2022) Performance of grinding nickel-based single crystal superalloy: effect of crystallographic orientations and cooling-lubrication modes. Wear 508-509:204453. https://doi.org/10.1016/j.wear.2022.204453

    Article  Google Scholar 

  10. Cheng TW, Wang Y, Zhao YX, Lv LX, Hu Q, Ma DX (2022) Effect of remelting solution heat treatment on microstructure evolution of nickel-based single crystal superalloy DD5. Mater Charact 192:112186. https://doi.org/10.1016/j.matchar.2022.112186

    Article  Google Scholar 

  11. Li T, Shi HT, Bai XT, Zhang K (2023) A fault diagnosis method based on stiffness evaluation model for full ceramic ball bearings containing subsurface cracks. Eng Fail Anal 148:107213. https://doi.org/10.1016/j.engfailanal.2023.107213

    Article  Google Scholar 

  12. Du SG, Jiang Z, Zhang DH, Wang ZB, Li N (2015) Microstructure of plastic deformation layer on grinding surface of GH4169 alloy. J Mech Eng 51(12):63–68. https://doi.org/10.3901/JME.2015.12.063

    Article  Google Scholar 

  13. Ulutan D, Ozel T (2011) Machining induced surface integrity in titanium and nickel alloys: a review. Int J Mach Tool Manuf 51(3):250–280. https://doi.org/10.1016/j.ijmachtools.2010.11.003

    Article  Google Scholar 

  14. Yin GQ, Gong YD, Li YW, Song JL, Zhou YG (2019) Modeling and evaluation in grinding of SiCp/Al composites with single diamond grain. Int J Mech Sci 165:105137. https://doi.org/10.1016/j.ijmecsci.2019.105137

    Article  Google Scholar 

  15. Wang C, Yan XF, Liao HZ, Chai LJ, Zou L, Huang Y (2021) Process parameter optimization and anisotropy sensitivity study for abrasive belt grinding of nickel-based single-crystal superalloy. Arch Civ Mech Eng 21:170. https://doi.org/10.1007/s43452-021-00318-z

    Article  Google Scholar 

  16. Silva RBD, Lima MLS, Perera MF, Abrao BS, Silva LRRD, Bianchi EC, Machado AR (2018) A surface and sub-surface quality evaluation of three cast iron grades after grinding under various cutting conditions. Int J Adv Manuf Technol 99(5–8):1839–1852. https://doi.org/10.1007/s00170-018-2628-z

    Article  Google Scholar 

  17. Wasmer K, Parlinska-Wojtan M, Gassilloud R, Pouvreau C, Tharian J, Micher J (2007) Plastic deformation modes of gallium arsenide in nanoindentation and nanoscratching. Appl Phys Lett 90:031902. https://doi.org/10.1063/1.2431763

    Article  Google Scholar 

  18. Li J, Fang QH, Zhang LC, Liu YW (2014) Subsurface damage mechanism of high speed grinding process in single crystal silicon revealed by atomistic simulations. Appl Surf Sci 324:464–474. https://doi.org/10.1016/j.apsusc.2014.10.149

    Article  Google Scholar 

  19. Zhao JY, Fu YC, Xu JH, Tian L, Yang L (2013) Forces and chip morphology of nickel-based superalloy inconel 718 during high speed grinding with single grain. Key Eng Mater 589-590:209–214. https://doi.org/10.4028/www.scientific.net/KEM.589-590.209

    Article  Google Scholar 

  20. Miao Q, Ding WF, Xu JH, Cao LJ, Wang HC, Yin Z, Dai CW, Kuang WJ (2021) Creep feed grinding induced gradient microstructures in the superficial layer of turbine blade root of single crystal nickel-based superalloy. Int J Extreme Manuf 3:045102. https://doi.org/10.1088/2631-7990/ac1e05

    Article  Google Scholar 

  21. Miao Q, Ding WF, Kuang WJ, Yang CY (2021) Grinding force and surface quality in creep feed profile grinding of turbine blade root of nickel-based superalloy with microcrystalline alumina abrasive wheels. Chin J Aeronaut 34(2):576–585. https://doi.org/10.1016/j.cja.2019.11.006

    Article  Google Scholar 

  22. Zhang YB, Li CH, Jia DZ, Zhang DK, Zhang XW (2015) Experimental evaluation of MoS2 nano-particles in jet MQL grinding with different types of vegetable oil as Base oil. J Clean Prod 87(1):930–940. https://doi.org/10.1016/j.jclepro.2014.10.027

    Article  Google Scholar 

  23. Zhang YB, Li CH, Jia DZ, Zhang DK, Zhang XW (2015) Experimental evaluation of the lubrication performance of MoS2/CNT nanofluid for minimal quantity lubrication in Ni-based alloy grinding. Int J Mach Tools Manuf 99:19–33. https://doi.org/10.1016/j.ijmachtools.2015.09.003

    Article  Google Scholar 

  24. Hadad MJ, Tawakoli T, Sadeghi MH, Sadeghi B (2012) Temperature and energy partition in minimum quantity lubrication-MQL grinding process. Int J Mach Tools Manuf 54:10–17. https://doi.org/10.1016/j.ijmachtools.2011.11.010

    Article  Google Scholar 

  25. Hadad MJ, Sadeghi B (2012) Thermal analysis of minimum quantity lubrication-MQL grinding process. Int J Mach Tools Manuf 63:1–15. https://doi.org/10.1016/j.ijmachtools.2012.07.003

    Article  Google Scholar 

  26. Malkin S, Hwang TW (1996) Grinding mechanisms for ceramics. CIRP AnnManuf Techn. 45(2):569–580. https://doi.org/10.1016/S0007-8506(07)60511-3

    Article  Google Scholar 

  27. Hu C, Zhuang KJ, Weng J, Zhang XM (2019) Thermal-mechanical model for cutting with negative rake angle based on a modified slip-line field approach. Int J Mech Sci 164:105167. https://doi.org/10.1016/j.ijmecsci.2019.105167

    Article  Google Scholar 

  28. Tang JY, Du J, Chen YP (2009) Modeling and experimental study of grinding forces insurface grinding. J Mater Process Technol. 209(6):2847–2854. https://doi.org/10.1016/j.jmatprotec.2008.06.036

    Article  Google Scholar 

  29. Durgumahanti USP, Singh V, Rao PV (2010) A new model for grinding force prediction and analysis. Int J Mach Tools Manuf. 50(3):231–240. https://doi.org/10.1016/j.ijmachtools.2009.12.004

    Article  Google Scholar 

  30. Chang HC, Wang JJJ (2008) A stochastic grinding force model considering random grit distribution. Int J Mach Tools Manuf 48(12):1335–1344. https://doi.org/10.1016/j.ijmachtools.2008.05.012

    Article  Google Scholar 

  31. Zhang YB, Li CH, Ji HJ, Yang XH, Yang M, Jia DZ, Zhang XP, Li RZ, Wang J (2017) Analysis of grinding mechanics and improved predictive force model based on material-removal and plastic-stacking mechanisms. Int J Mach Tools Manuf 122:81–97. https://doi.org/10.1016/j.ijmachtools.2017.06.002

    Article  Google Scholar 

  32. Yang M, Li CH, Zhang YB, Jia DZ, Li R, Hou YL, Cao HJ, Wang J (2019) Predictive model for minimum chip thickness and size effect in single diamond grain grinding of zirconia ceramics under different lubricating conditions. Ceram Int 45(12):14908–14920. https://doi.org/10.1016/j.ceramint.2019.04.226

    Article  Google Scholar 

  33. Liu MZ, Li CH, Zhang YB, Yang M, Gao T, Cui X, Wang XM, Xu WH, Zhou ZM, Liu B, Said Z, Li R, Sharma S (2022) Analysis of grinding mechanics and improved grinding force model based on randomized grain geometric characteristics. Chinese J Aeronaut 36(7):160–193. https://doi.org/10.1016/j.cja.2022.11.005

    Article  Google Scholar 

  34. Rowe WB, Jin T (2001) Temperatures in high efficiency deep grinding (HEDG). CIRP AnnManuf Techn 50(1):205–208. https://doi.org/10.1016/S0007-8506(07)62105-2

    Article  Google Scholar 

  35. Zhang PF, Zhang WL, Yuan YJ, Fan XQ, Zhu MH (2020) Probing the effect of grinding-heat on material removal mechanism of rail grinding. Tribol Int 147:105942. https://doi.org/10.1016/j.triboint.2019.105942

    Article  Google Scholar 

  36. Yi J, Deng ZH, Zhou W, Li SJ (2020) Numerical modeling of transient temperature and stress in WC-10Co4Cr coating during high-speed grinding. Int J Precis Eng Man 21(4):585–598. https://doi.org/10.1007/s12541-019-00285-9

    Article  Google Scholar 

  37. Narayan A, Yadava V (2012) Investigation of temperature distribution in the workpiece during creep feed surface grinding using finite element method. Mater Manuf Process 27(10):1101–1109. https://doi.org/10.1080/10426914.2011.654154

    Article  Google Scholar 

  38. Zhang H, Gong YD, Liang CY, Sun Y, Zhao JB, He ZF (2023) Effect of thermal exposure on subsurface microstructure evolution of nickel-based single crystal superalloy DD5 after milling. J Manuf Process 97:210–219. https://doi.org/10.1016/j.jmapro.2023.05.010

    Article  Google Scholar 

  39. Dai CW, Ding WF, Zhu YJ, Xu JH, Yu HW (2018) Grinding temperature and power consumption in high speed grinding of Inconel 718 nickel-based superalloy with a vitrified CBN wheel. Precis Eng 52:192–200. https://doi.org/10.1016/j.precisioneng.2017.12.005

    Article  Google Scholar 

  40. Shi XL, Niu L, Yang GL, Wang HC, Jin ZJ (2023) Surface modification of nickel-based superalloy by electrochemical selective dissolution. J Alloys Compd 947:169628. https://doi.org/10.1016/j.jallcom.2023.169628

    Article  Google Scholar 

  41. Gao S, Wang HX, Huang H, Kang RK (2023) Molecular simulation of the plastic deformation and crack formation in single grit grinding of 4H-SiC single crystal. Int J Mech Sci 247:108147. https://doi.org/10.1016/j.ijmecsci.2023.108147

    Article  Google Scholar 

  42. Xu YC, Gong YD, Zhang WJ, Wen XL, Xin B, Zhang H (2022) Effect of grinding conditions on the friction and wear performance of Ni-based singlecrystal superalloy. Arch Civ Mech Eng 22:102. https://doi.org/10.1007/s43452-022-00423-7

    Article  Google Scholar 

  43. Ding WF, Miao Q, Li BK, Xu JH (2019) Review on grinding technology of nickel-based superalloys used for aero-engine. J Mech Eng. 55(1):189–215. https://doi.org/10.3901/JME.2019.01.189

    Article  Google Scholar 

  44. Zhao GL, Liu SZ, Zhang C, Jin L, Yang QX (2022) Ultrasonic nonlinear parameter based on Hollomon hardening model. Vacuum 197:110841. https://doi.org/10.1016/j.vacuum.2021.110841

    Article  Google Scholar 

  45. Cai M, Zhu T, Gao XJ, Yan YF, Yu N, Zeng L (2022) Study on machining performance in grinding of Ni-base single crystal superalloy DD5. Int J Adv Manuf Technol 120:7657–7671. https://doi.org/10.1007/s00170-022-09256-3

    Article  Google Scholar 

  46. Meng FN, Zhang ZY, Feng JJ, Gu QM, Wu B, Wang JM (2022) A study investigating the cutting mechanism of compacted graphite iron based on a novel microstructure of finite element model. J Manuf Process 81:250–256. https://doi.org/10.1016/j.jmapro.2022.06.065

    Article  Google Scholar 

  47. Li SW, Li JL, Shi JM, Peng Y, Peng X, Sun XJ, Jin F, Xiong JT, Zhang FS (2022) Microstructure and mechanical properties of transient liquid phase bonding DD5 single-crystal superalloy to CrCoNi-based medium-entropy alloy. J Mater Sci Technol 96:140–150. https://doi.org/10.1016/j.jmst.2021.04.024

    Article  Google Scholar 

  48. Ding WF, Xu JH, Chen ZZ, Su HH, Fu YC (2010) Grindability and surface integrity of cast nickel-based superalloy in creep feed grinding with brazed CBN abrasive wheels. Chinese J Aeronaut 23(4):501–510. https://doi.org/10.1016/S1000-9361(09)60247-8

    Article  Google Scholar 

  49. Yang X, Qiu ZJ, Lu C, Li X, Tang JJ (2017) Modelling the strain rate sensitivity on the subsurface damages of scratched glass ceramics. Ceram Int. 43(15):12930–12938. https://doi.org/10.1016/j.ceramint.2017.06.191

    Article  Google Scholar 

  50. Rinaldi S, Umbrello D, Melkote SN (2021) Modelling the effects of twinning and dislocation induced strengthening in orthogonal micro and macro cutting of commercially pure titanium. Int J Mech Sci 190:106045. https://doi.org/10.1016/j.ijmecsci.2020.106045

    Article  Google Scholar 

  51. Li FD, Liu ZY, Wu WT, Zhao Q, Zhou Y, Bai S, Wang XH, Fan GH (2016) Slip band formation in plastic deformation zone at crack tip in fatigue stage II of 2xxx aluminum alloys. Int J Fatigue 91:68–78. https://doi.org/10.1016/j.ijfatigue.2016.05.014

    Article  Google Scholar 

Download references

Funding

This work was supported by the National Natural Science Foundation of China (no. U1908230), the Natural Science Foundation of Liaoning Province (no. 2023-BS-185), the Science and Technology Research Project of the Educational Department of Liaoning Province (no. LJKZ0384), and the Talent Scientific Research Fund of LNPU (no. 2021XJJL-007).

Author information

Authors and Affiliations

Authors

Contributions

Ming Cai: writing—original draft, software, investigation, visualization, and funding. Qiang Gong: writing—original draft, conceptualization, and visualization. Xingjun Gao: software, investigation, methodology, and funding. Yadong Gong: supervision, investigation, methodology, and funding. Minglei Zhang: data curation and formal analysis. Tao Zhu: data curation and formal analysis. Minghui Chen: data curation and formal analysis.

Corresponding author

Correspondence to Xingjun Gao.

Ethics declarations

Ethical approval

The authors declare that there is no ethical issue applied to this article.

Consent to participate

The authors declare that all authors have read and approved to submit this manuscript to IJAMT.

Consent to publish

The authors declare that all authors agree to sign the transfer of copyright for the publisher to publish this article upon on acceptance.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cai, M., Gong, Q., Gao, X. et al. Plastic deformation mechanism of grinding subsurface of nickel-based single-crystal superalloy. Int J Adv Manuf Technol 128, 4961–4979 (2023). https://doi.org/10.1007/s00170-023-12240-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-023-12240-0

Keywords

Navigation