Abstract
Bone grinding is an essential and vital procedure in most surgical operations. Currently, the insufficient cooling capacity of dry grinding, poor visibility of drip irrigation surgery area, and large grinding force leading to high grinding temperature are the technical bottlenecks of micro-grinding. A new micro-grinding process called ultrasonic vibration-assisted nanoparticle jet mist cooling (U-NJMC) is innovatively proposed to solve the technical problem. It combines the advantages of ultrasonic vibration (UV) and nanoparticle jet mist cooling (NJMC). Notwithstanding, the combined effect of multi parameter collaborative of U-NJMC on cooling has not been investigated. The grinding force, friction coefficient, specific grinding energy, and grinding temperature under dry, drip irrigation, UV, minimum quantity lubrication (MQL), NJMC, and U-NJMC micro-grinding were compared and analyzed. Results showed that the minimum normal grinding force and tangential grinding force of U-NJMC micro-grinding were 1.39 and 0.32 N, which were 75.1% and 82.9% less than those in dry grinding, respectively. The minimum friction coefficient and specific grinding energy were achieved using U-NJMC. Compared with dry, drip, UV, MQL, and NJMC grinding, the friction coefficient of U-NJMC was decreased by 31.3%, 17.0%, 19.0%, 9.8%, and 12.5%, respectively, and the specific grinding energy was decreased by 83.0%, 72.7%, 77.8%, 52.3%, and 64.7%, respectively. Compared with UV or NJMC alone, the grinding temperature of U-NJMC was decreased by 33.5% and 10.0%, respectively. These results showed that U-NJMC provides a novel approach for clinical surgical micro-grinding of biological bone.
Abbreviations
- 2D:
-
Two-dimensional
- CNT:
-
Carbon nanotube
- MQL:
-
Minimum quantity lubrication
- NJMC:
-
Nanoparticle jet mist cooling
- PEG400:
-
Polyethylene glycol 400
- U-NJMC:
-
Ultrasonic vibration-assisted nanoparticle jet mist cooling
- UV:
-
Ultrasonic vibration
- a g :
-
Thickness of the undeformed chip
- a p :
-
Grinding depth
- A :
-
Axial vibration amplitude
- b w :
-
Micro-grinding workpiece width
- C :
-
Effective number of abrasive grains per unit area
- D :
-
Injection distance
- e s :
-
Specific grinding energy
- f :
-
Frequency
- F a :
-
Axial grinding force
- F n :
-
Normal grinding force
- F t :
-
Tangential grinding force
- l 1 :
-
Contact arc length between the grinding rod and the workpiece material in normal grinding
- l 2 :
-
Contact arc length between the grinding rod and the workpiece material in UV-assisted micro-grinding
- n :
-
Spindle speed
- P :
-
Air pressure
- Q :
-
Liquid flow rate
- r :
-
Radius of the abrasive
- T :
-
Grinding temperature
- v s :
-
Grinding tool linear speed
- v w :
-
Feeding speed
- α :
-
Nozzle angle
- μ :
-
Coefficient of friction
- μ dry, μ drip, μ MQL, μ NJMC, μ UV, and μ U-NJMC :
-
Friction coefficients of dry, drip, MQL, NJMC, UV, and U-NJMC grinding, respectively
- θ :
-
Average cone half angle of the abrasive grains
- φ :
-
Initial phase of ultrasonic vibration
References
Liao Z R, Axinte D A, Gao D. A novel cutting tool design to avoid surface damage in bone machining. International Journal of Machine Tools and Manufacture, 2017, 116: 52–59
Robles-Linares J A, Axinte D, Liao Z R, Gameros A. Machining-induced thermal damage in cortical bone: necrosis and micro-mechanical integrity. Materials & Design, 2021, 197: 109215
Yang M, Li C H, Zhang Y B, Jia D Z, Zhang X P, Li R Z. A new model for predicting neurosurgery skull bone grinding temperature field. Journal of Mechanical Engineering, 2018, 54(23): 215–222 (in Chinese)
Conward M, Samuel J. Machining characteristics of the haversian and plexiform components of bovine cortical bone. Journal of the Mechanical Behavior of Biomedical Materials, 2016, 60: 525–534
Liao Z R, Axinte D, Gao D. On modelling of cutting force and temperature in bone milling. Journal of Materials Processing Technology, 2019, 266: 627–638
Li W, Chen Q D, Ren Y H, Jiao Y, Ibrahim A M M. Hybrid micro-grinding process for manufacturing meso/micro-structures on monocrystalline silicon. Materials and Manufacturing Processes, 2021, 36(1): 17–26
Yang M, Li C H, Luo L, Li R Z, Long Y Z. Predictive model of convective heat transfer coefficient in bone micro-grinding using nanofluid aerosol cooling. International Communications in Heat and Mass Transfer, 2021, 125: 105317
Gao S, Huang H. Recent advances in micro- and nano-machining technologies. Frontiers of Mechanical Engineering, 2017, 12(1): 18–32
Zhang Y, Robles-Linares J A, Chen L, Liao Z R, Shih A J, Wang C Y. Advances in machining of hard tissues—from material removal mechanism to tooling solutions. International Journal of Machine Tools and Manufacture, 2022, 172: 103838
Chen J J, Yuan D D, Jiang H F, Zhang L Y, Yang Y, Fu Y C, Qian N, Jiang F. Thermal management of bone drilling based on rotating heat pipe. Energies, 2022, 15(1): 35
Yang M, Li C H, Said Z, Zhang Y B, Li R Z, Debnath S, Ali H M, Gao T, Long Y Z. Semiempirical heat flux model of hard-brittle bone material in ductile microgrinding. Journal of Manufacturing Processes, 2021, 71: 501–514
Mizutani T, Satake U, Enomoto T. A study on a cooling method for bone grinding using diamond bur for minimally invasive surgeries. Precision Engineering, 2021, 70: 155–163
Shu L M, Li S H, Terashima M, Bai W, Hanami T, Hasegawa R, Sugita N. A novel self-centring drill bit design for low-trauma bone drilling. International Journal of Machine Tools and Manufacture, 2020, 154: 103568
Gholampour S, Droessler J, Frim D. The role of operating variables in improving the performance of skull base grinding. Neurosurgical Review, 2022, 45(3): 2431–2440
Axinte D, Guo Y B, Liao Z R, Shih A J, M’Saoubi R, Sugita N. Machining of biocompatible materials—recent advances. CIRP Annals, 2019, 68(2): 629–652
Li S H, Shu L M, Kizaki T, Bai W, Terashima M, Sugita N. Cortical bone drilling: a time series experimental analysis of thermal characteristics. Journal of Manufacturing Processes, 2021, 64: 606–619
Kondo S, Okada Y, Iseki H, Hori T, Takakura K, Kobayashi A, Nagata H. Thermological study of drilling bone tissue with a high-speed drill. Neurosurgery, 2000, 46(5): 1162–1168
Kitahama Y, Shizuka H, Kimura R, Suzuki T, Ohara Y, Miyake H, Sakai K. Fluid lubrication and cooling effects in diamond grinding of human iliac bone. Medicina, 2021, 57(1): 71–80
Kong D Y, Lin G M, Shi Y B, Gu Z L, Gao Y, Feng Y H. Performance of heterotopic bone elicited with bone morphogenic protein-2 microspheres as a bone repair material. Materials & Design, 2020, 191: 108657
Novitskaya E, Chen P Y, Lee S, Castro-Ceseña A, Hirata G, Lubarda V A, McKittrick J. Anisotropy in the compressive mechanical properties of bovine cortical bone and the mineral and protein constituents. Acta Biomaterialia, 2011, 7(8): 3170–3177
Zhang X P, Li C H, Zhang Y B, Wang Y G, Li B K, Yang M, Guo S M, Liu G T, Zhang N Q. Lubricating property of MQL grinding of Al2O3/SiC mixed nanofluid with different particle sizes and microtopography analysis by cross-correlation. Precision Engineering, 2017, 47: 532–545
Li C H, Li J Y, Wang S, Zhang Q. Modeling and numerical simulation of the grinding temperature field with nanoparticle jet of MQL. Advances in Mechanical Engineering, 2013, 5: 986984
Jia D Z, Zhang N Q, Liu B, Zhou Z M, Wang X P, Zhang Y B, Mao C, Li C H. Particle size distribution characteristics of electrostatic minimum quantity lubrication and grinding surface quality evaluation. Diamond & Abrasives Engineering, 2021, 41(3): 89–95 (in Chinese)
Cui X, Li C H, Ding W F, Chen Y, Mao C, Xu X F, Liu B, Wang D Z, Li H N, Zhang Y B, Said Z, Debnath S, Jamil M, Ali H M, Sharma S. Minimum quantity lubrication machining of aeronautical materials using carbon group nanolubricant: from mechanisms to application. Chinese Journal of Aeronautics, 2022, 35(11): 85–112
Qu S S, Gong Y D, Yang Y Y, Sun Y, Wen X L, Qi Y. Investigating minimum quantity lubrication in unidirectional Cf/SiC composite grinding. Ceramics International, 2020, 46(3): 3582–3591
Wang X M, Li C H, Zhang Y B, Said Z, Debnath S, Sharma S, Yang M, Gao T. Influence of texture shape and arrangement on nanofluid minimum quantity lubrication turning. The International Journal of Advanced Manufacturing Technology, 2022, 119(1): 631–646
Gao T, Zhang Y B, Li C H, Wang Y Q, Chen Y, An Q L, Zhang S, Li H N, Cao H J, Ali H M, Zhou Z M, Sharma S. Fiber-reinforced composites in milling and grinding: machining bottlenecks and advanced strategies. Frontiers of Mechanical Engineering, 2022, 17(2): 24
Zhang Y B, Li H N, Li C H, Huang C Z, Ali H M, Xu X F, Mao C, Ding W F, Cui X, Yang M, Yu T B, Jamil M, Gupta M K, Jia D Z, Said Z. Nano-enhanced biolubricant in sustainable manufacturing: from processability to mechanisms. Friction, 2022, 10: 803–841
Liu M Z, Li C H, Zhang Y B, An Q L, Yang M, Gao T, Mao C, Liu B, Cao H J, Xu X F, Said Z, Debnath S, Jamil M, Ali H M, Sharma S. Cryogenic minimum quantity lubrication machining: from mechanism to application. Frontiers of Mechanical Engineering, 2021, 16(4): 649–697
Qu S S, Yao P, Gong Y D, Chu D K, Yang Y Y, Li C W, Wang Z L, Zhang X P, Hou Y. Environmentally friendly grinding of C/SiCs using carbon nanofluid minimum quantity lubrication technology. Journal of Cleaner Production, 2022, 366: 132898
Zhang Y B, Li C H, Jia D Z, Li B K, Wang Y G, Yang M, Hou Y L, Zhang X W. Experimental study on the effect of nanoparticle concentration on the lubricating property of nanofluids for MQL grinding of Ni-based alloy. Journal of Materials Processing Technology, 2016, 232: 100–115
Yang M, Li C H, Zhang Y B, Jia D Z, Zhang X P, Hou Y L, Li R Z, Wang J. Maximum undeformed equivalent chip thickness for ductile-brittle transition of zirconia ceramics under different lubrication conditions. International Journal of Machine Tools and Manufacture, 2017, 122: 55–65
Lin Z T, Wu Y B, Bi Y G. Rapid synthesis of SiO2 by ultrasonic-assisted Stober method as controlled and pH-sensitive drug delivery. Journal of Nanoparticle Research, 2018, 20(11): 304
Biju V. Chemical modifications and bioconjugate reactions of nanomaterials for sensing, imaging, drug delivery and therapy. Chemical Society Reviews, 2014, 43(3): 744–764
Yuan J L, Lyu B H, Hang W, Deng Q F. Review on the progress of ultra-precision machining technologies. Frontiers of Mechanical Engineering, 2017, 12(2): 158–180
Cao Y, Yin J F, Ding W F, Xu J H. Alumina abrasive wheel wear in ultrasonic vibration-assisted creep-feed grinding of Inconel 718 nickel-based superalloy. Journal of Materials Processing Technology, 2021, 297: 117241
Miao Q, Ding W F, Xu J H, Cao L J, Wang H C, Yin Z, Dai C W, Kuang W J. Creep feed grinding induced gradient microstructures in the superficial layer of turbine blade root of single crystal nickel-based superalloy. International Journal of Extreme Manufacturing, 2021, 3(4): 045102
Yin G Q, Wang J H, Guan Y Y, Wang D, Sun Y. The prediction model and experimental research of grinding surface roughness based on AE signal. The International Journal of Advanced Manufacturing Technology, 2022, 120(9): 6693–6705
Cao Y, Zhu Y J, Ding W F, Qiu Y T, Wang L F, Xu J H. Vibration coupling effects and machining behavior of ultrasonic vibration plate device for creep-feed grinding of Inconel 718 nickel-based superalloy. Chinese Journal of Aeronautics, 2022, 35(2): 332–345
Kuang W J, Miao Q, Ding W F, Zhao Y J, Zhao B, Wen X B, Li S P. Fretting wear behaviour of machined layer of nickel-based superalloy produced by creep-feed profile grinding. Chinese Journal of Aeronautics, 2022, 35(10): 401–411
Alam K, Ghodsi M, Al-Shabibi A, Silberschmidt V. Experimental study on the effect of point angle on force and temperature in ultrasonically assisted bone drilling. Journal of Medical and Biological Engineering, 2018, 38(2): 236–243
Gupta V, Pandey P M. An in-vitro study of cutting force and torque during rotary ultrasonic bone drilling. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2018, 232(9): 1549–1560
Babbar A, Jain V, Gupta D. Thermogenesis mitigation using ultrasonic actuation during bone grinding: a hybrid approach using CEM43°C and Arrhenius model. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2019, 41(10): 401
Li K M, Hu Y M, Yang Z Y, Chen M Y. Experimental study on vibration-assisted grinding. Journal of Manufacturing Science and Engineering, 2012, 134(4): 041009
Jia D Z, Li C H, Zhang Y B, Yang M, Zhang X P, Li R Z, Ji H J. Experimental evaluation of surface topographies of NMQL grinding ZrO2 ceramics combining multiangle ultrasonic vibration. The International Journal of Advanced Manufacturing Technology, 2019, 100(1): 457–473
Rabiei F, Rahimi A R, Hadad M J, Saberi A. Experimental evaluation of coolant-lubricant properties of nanofluids in ultrasonic assistant MQL grinding. The International Journal of Advanced Manufacturing Technology, 2017, 93(9): 3935–3953
Yan L T, Zhang Q J, Yu J Z. Effects of continuous minimum quantity lubrication with ultrasonic vibration in turning of titanium alloy. The International Journal of Advanced Manufacturing Technology, 2018, 98(1): 827–837
Gao T, Zhang Y B, Li C H, Wang Y Q, An Q L, Liu B, Said Z, Sharma S. Grindability of carbon fiber reinforced polymer using CNT biological lubricant. Scientific Reports, 2021, 11(1): 22535
Jiang J L, Ge P Q, Sun S F, Wang D X, Wang Y L, Yang Y. From the microscopic interaction mechanism to the grinding temperature field: an integrated modelling on the grinding process. International Journal of Machine Tools and Manufacture, 2016, 110: 27–42
Sugita N, Ishii K, Sui J B, Terashima M. Multi-grooved cutting tool to reduce cutting force and temperature during bone machining. CIRP Annals, 2014, 63(1): 101–104
Babbar A, Jain V, Gupta D, Agrawal D, Prakash C, Singh S, Wu L Y L, Zheng H Y, Królczyk G, Bogdan-Chudy M. Experimental analysis of wear and multi-shape burr loading during neurosurgical bone grinding. Journal of Materials Research and Technology, 2021, 12: 15–28
Yang M, Li C H, Zhang Y B, Wang Y G, Li B K, Jia D Z, Hou Y L, Li R Z. Research on microscale skull grinding temperature field under different cooling conditions. Applied Thermal Engineering, 2017, 126: 525–537
Zhang J H, Zhao Y, Zhang S, Tian F Q, Guo L S, Dai R Z. Study on effect of ultrasonic vibration on grinding force and surface quality in ultrasonic assisted micro end grinding of silica glass. Shock and Vibration, 2014, 2014: 418059
Qu S S, Yao P, Gong Y D, Yang Y Y, Chu D K, Zhu Q S. Modelling and grinding characteristics of unidirectional C-SiCs. Ceramics International, 2022, 48(6): 8314–8324
Sun Y, Jin L Y, Gong Y D, Wen X L, Yin G Q, Wen Q, Tang B J. Experimental evaluation of surface generation and force time-varying characteristics of curvilinear grooved micro end mills fabricated by EDM. Journal of Manufacturing Processes, 2022, 73: 799–814
Liao Z R, Axinte D A. On chip formation mechanism in orthogonal cutting of bone. International Journal of Machine Tools and Manufacture, 2016, 102: 41–55
Jia D Z, Li C H, Zhang Y B, Yang M, Cao H J, Liu B, Zhou Z M. Grinding performance and surface morphology evaluation of titanium alloy using electric traction bio micro lubricant. Journal of Mechanical Engineering, 2022, 58(5): 198–211
Ding W F, Xu J H, Chen Z Z, Su H H, Fu Y C. Grindability and surface integrity of cast nickel-based superalloy in creep feed grinding with brazed CBN abrasive wheels. Chinese Journal of Aeronautics, 2010, 23(4): 501–510
Shu L M, Sugita N. Analysis of fracture, force, and temperature in orthogonal elliptical vibration-assisted bone cutting. Journal of the Mechanical Behavior of Biomedical Materials, 2020, 103: 103599
Brehl D E, Dow T A. Review of vibration-assisted machining. Precision Engineering, 2008, 32(3): 153–172
Gu P, Zhu C M, Tao Z, Yu Y Q. A grinding force prediction model for SiCp/Al composite based on single-abrasive-grain grinding. The International Journal of Advanced Manufacturing Technology, 2020, 109: 1563–1581
Zhou M, Zheng W. A model for grinding forces prediction in ultrasonic vibration assisted grinding of SiCp/Al composites. The International Journal of Advanced Manufacturing Technology, 2016, 87(9): 3211–3224
McCarus S D. Physiologic mechanism of the ultrasonically activated scalpel. Journal of the American Association of Gynecologic Laparoscopists, 1996, 3(4): 601–608
Wang Y, Lin B, Wang S L, Cao X Y. Study on the system matching of ultrasonic vibration assisted grinding for hard and brittle materials processing. International Journal of Machine Tools and Manufacture, 2014, 77: 66–73
Ying Z Z, Shu L M, Sugita N. Experimental and finite element analysis of force and temperature in ultrasonic vibration assisted bone cutting. Annals of Biomedical Engineering, 2020, 48(4): 1281–1290
Bai X F, Hou S J, Li K, Qu Y, Zhu W. Analysis of machining process and thermal conditions during vibration-assisted cortical bone drilling based on generated bone chip morphologies. Medical Engineering & Physics, 2020, 83: 73–81
Xie H M, Jiang B, He J J, Xia X S, Pan F S. Lubrication performance of MoS2 and SiO2 nanoparticles as lubricant additives in magnesium alloy-steel contacts. Tribology International, 2016, 93: 63–70
Acknowledgement
This study was financially supported by the National Natural Science Foundation of China (Grant Nos. 51905289 and 51975305), the National Key R&D Program of China (Grant No. 2020YFB2010500), the Natural Science Foundation of Shandong Province, China (Grant Nos. ZR2022QE159, ZR2020KE027, ZR2020ME158, and ZR2019PEE008), the China Postdoctoral Science Foundation (Grant No. 2021M701810), the Innovation Talent Supporting Program for Postdoctoral Fellows of Shandong Province, China (Grant No. SDBX2020012), and the Qingdao Postdoctoral Researchers Applied Research Project Funding, China (Grant No. A2020-072).
Author information
Authors and Affiliations
Corresponding authors
Rights and permissions
About this article
Cite this article
Yang, Y., Yang, M., Li, C. et al. Machinability of ultrasonic vibration-assisted micro-grinding in biological bone using nanolubricant. Front. Mech. Eng. 18, 1 (2023). https://doi.org/10.1007/s11465-022-0717-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11465-022-0717-z