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Performance evaluation of nanofluid-based minimum quantity lubrication grinding of Ni-Cr alloy under the influence of CuO nanoparticles

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Abstract

In machining processes, researchers are actively engaged in exploring minimum quantity lubrication (MQL) as a possible alternative to traditional flood cooling owing to economic and ecological concerns. The search for ecologically safe lubricants has attracted the attention of scientists looking to use vegetable oil as a lubricant. The nanofluid MQL technique with biodegradable oils as the base is a relatively new method with the potential to replace mineral oils. In the present study, the grinding of Inconel-718 alloy was investigated using nanofluid MQL (NFMQL) with biodegradable oils as the base. Nanofluids are composed by dispersing 0.5% (mass fraction) and 1% (mass fraction) of CuO nanoparticles in vegetable oil. The surface morphology, G-ratio, forces, and grinding energy were examined under pure MQL, NFMQL, and dry and flood lubrication conditions. The experimental results indicated that the nanofluid MQL significantly improved the machining performance. Owing to the polishing and rolling effect of nanoparticles on the tool work interface, a surface finish under a 0.5% (mass fraction) nanofluid was found to be better than pure MQL-dry and flood lubrication conditions. The NFMQL technique with 1% (mass fraction) CuO nanoparticles with palm oil as the base helped in achieving a better evacuation of chips from the grinding zone, leading to a better surface finish with a high material removal rate along with less energy consumption compared to flood and dry grinding.

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References

  1. Sadeghi MH, Hadad MJ, Tawakoli T et al (2010) An investigation on surface grinding of AISI 4140 hardened steel using minimum quantity lubrication-MQL technique. Int J Mater Form 3(4):241–251

    Article  Google Scholar 

  2. Malkin S, Guo C (2007) Thermal analysis of grinding. CIRP Ann 56(2):760–782

    Article  Google Scholar 

  3. Fang N, Wu Q (2009) A comparative study of the cutting forces in high speed machining of Ti-6Al-4V and Inconel 718 with a round cutting edge tool. J Mater Process Technol 209(9):4385–4389

    Article  Google Scholar 

  4. Li CH, Hou YL, Xiu SC et al (2008) Application of lubrication theory to near-dry green grinding—feasibility analysis. Adv Mater Res 44/46:135–142

    Google Scholar 

  5. Silva LR, Bianchi EC, Catai RE et al (2005) Study on the behavior of the minimum quantity lubricant—MQL technique under different lubricating and cooling conditions when grinding ABNT 4340 steel. J Braz Soc Mech Sci Eng 27:192–199

    Article  Google Scholar 

  6. Naveena B, Mariyam Thaslima SS, Savitha V et al (2017) Simplified MQL system for drilling AISI 304 SS using cryogenically treated drills. Mater Manuf Process 32(15):1679–1684

    Article  Google Scholar 

  7. Ozcelik B, Kuram E, Huseyin Cetin M et al (2011) Experimental investigations of vegetable based cutting fluids with extreme pressure during turning of AISI 304L. Tribol Int 44(12):1864–1871

    Article  Google Scholar 

  8. Sharma VS, Singh G, Sørby K (2015) A review on minimum quantity lubrication for machining processes. Mater Manuf Process 30(8):935–953

    Article  Google Scholar 

  9. Ni C, Zhu L (2020) Investigation on machining characteristics of TC4 alloy by simultaneous application of ultrasonic vibration assisted milling (UVAM) and economical-environmental MQL technology. J Mater Process Technol 278:116518. https://doi.org/10.1016/j.jmatprotec.2019.116518

    Article  Google Scholar 

  10. Lawal SA, Choudhury IA, Nukman Y (2014) Evaluation of vegetable and mineral oil-in-water emulsion cutting fluids in turning AISI 4340 steel with coated carbide tools. J Clean Prod 66:610–618

    Article  Google Scholar 

  11. Das SK, Putra N, Thiesen P et al (2003) Temperature dependence of thermal conductivity enhancement for nanofluids. J Heat Transf 125(4):567–574

    Article  Google Scholar 

  12. Kalita P, Malshe AP, Arun KS et al (2012) Study of specific energy and friction coefficient in minimum quantity lubrication grinding using oil-based nanolubricants. J Manuf Process 14(2):160–166

    Article  Google Scholar 

  13. Virdi RL, Singh Chatha S, Singh H (2020) Performance evaluation of Inconel 718 under vegetable oils based nanofluids using minimum quantity lubrication grinding. Mater Today Proc 33(3):1528–1545

    Google Scholar 

  14. Setti D, Sinha MK, Ghosh S et al (2015) Performance evaluation of Ti-6Al-4V grinding using chip formation and coefficient of friction under the influence of nanofluids. Int J Mach Tools Manuf 88:237–248

    Article  Google Scholar 

  15. Tawakoli T, Hadad MJ, Sadeghi MH (2010) Influence of oil mist parameters on minimum quantity lubrication—MQL grinding process. Int J Mach Tools Manuf 50(6):521–531

    Article  Google Scholar 

  16. Mao C, Tang X, Zou H et al (2012) Investigation of grinding characteristic using nanofluid minimum quantity lubrication. Int J Precis Eng Manuf 13(10):1745–1752

    Article  Google Scholar 

  17. Holmberg K, Siilasto R, Laitinen T et al (2013) Global energy consumption due to friction in paper machines. Tribol Int 62:58–77

    Article  Google Scholar 

  18. Shashidhara YM, Jayaram SR (2010) Vegetable oils as a potential cutting fluid—an evolution. Tribol Int 43(5/6):1073–1081

    Article  Google Scholar 

  19. Marques A, Paipa Suarez M, Falco SW et al (2019) Turning of Inconel 718 with whisker-reinforced ceramic tools applying vegetable-based cutting fluid mixed with solid lubricants by MQL. J Mater Process Technol 266:530–543

    Article  Google Scholar 

  20. Krajnik P, Pusavec F, Rashid A (2011) Nanofluids: properties, applications and sustainability aspects in materials processing technologies. In: Advances in sustainable manufacturing. Springer, Berlin, pp 107–113

  21. Su Y, Gong L, Chen D (2015) An investigation on tribological properties and lubrication mechanism of graphite nanoparticles as vegetable based oil additive. J Nanomater 2015:1–7

    Google Scholar 

  22. Wang X, Li C, Zhang Y et al (2020) Vegetable oil-based nanofluid minimum quantity lubrication turning: academic review and perspectives. J Manuf Process 59:76–97

    Article  Google Scholar 

  23. Yang M, Li C, Zhang Y et al (2019) Effect of friction coefficient on chip thickness models in ductile-regime grinding of zirconia ceramics. Int J Adv Manuf Technol 102(5):2617–2632

    Article  Google Scholar 

  24. Silva LR (2013) Environmentally friendly manufacturing: behavior analysis of minimum quantity of lubricant—MQL in grinding process. J Clean Prod 256:103287. https://doi.org/10.1016/j.jclepro.2013.01.033

    Article  Google Scholar 

  25. Shokoohi Y, Khosrojerdi E, Rassolian SB (2015) Machining and ecological effects of a new developed cutting fluid in combination with different cooling techniques on turning operation. J Clean Prod 94:330–339

    Article  Google Scholar 

  26. Hadad M, Hadi M (2013) An investigation on surface grinding of hardened stainless steel S34700 and aluminum alloy AA6061 using minimum quantity of lubrication (MQL) technique. Int J Adv Manuf Technol 68:2145–2158

    Article  Google Scholar 

  27. Zhang Y, Li C, Jia D et al (2016) Experimental study on the effect of nanoparticle concentration on the lubricating property of nanofluids for MQL grinding of Ni-based alloy. J Mater Process Technol 232:100–115

    Article  Google Scholar 

  28. Gao T, Li C, Zhang Y et al (2019) Dispersing mechanism and tribological performance of vegetable oil-based CNT nanofluids with different surfactants. Tribol Int 131:51–63

    Article  Google Scholar 

  29. Guo S, Li C, Zhang Y et al (2017) Experimental evaluation of the lubrication performance of mixtures of castor oil with other vegetable oils in MQL grinding of nickel-based alloy. J Clean Prod 140(Part 3):1060–1076

    Article  Google Scholar 

  30. Thottackkad MV, Perikinalil RK, Kumarapillai PN (2012) Experimental evaluation on the tribological properties of coconut oil by the addition of CuO nanoparticles. Int J Precis Eng Manuf 13(1):111–116

    Article  Google Scholar 

  31. Shabgard M, Seyedzavvar M, Mohammadpourfard M (2017) Experimental investigation into lubrication properties and mechanism of vegetable-based CuO nanofluid in MQL grinding. Int J Adv Manuf Technol 92(9):3807–3823

    Article  Google Scholar 

  32. Wang Y, Li C, Zhang Y et al (2017) Experimental evaluation on tribological performance of the wheel/workpiece interface in minimum quantity lubrication grinding with different concentrations of Al2O3 nanofluids. J Clean Prod 142(Part 4):3571–3583

    Article  Google Scholar 

  33. Choi SUS, Zhang ZG, Yu W et al (2001) Anomalous thermal conductivity enhancement in nanotube suspensions. Appl Phys Lett 79(14):2252. https://doi.org/10.1063/1.1408272

    Article  Google Scholar 

  34. Seyedzavvar M, Abbasi H, Kiyasatfar M et al (2020) Investigation on tribological performance of CuO vegetable-oil based nanofluids for grinding operations. Adv Manuf 8(3):344–360

    Article  Google Scholar 

  35. Wang Y, Li C, Zhang Y et al (2016) Experimental evaluation of the lubrication properties of the wheel/workpiece interface in MQL grinding with different nanofluids. Tribol Int 99:198–210

    Article  Google Scholar 

  36. Zhang Y, Li C, Yang M et al (2016) Experimental evaluation of cooling performance by friction coefficient and specific friction energy in nanofluid minimum quantity lubrication grinding with different types of vegetable oil. J Clean Prod 139:685–705

    Article  Google Scholar 

  37. Banerjee N, Sharma A (2019) Improving machining performance of Ti-6Al-4V through multi-point minimum quantity lubrication method. Proc Inst Mech Eng Part B J Eng Manuf 233(1):321–336

    Article  Google Scholar 

  38. Emami M, Sadeghi MH, Sarhan AAD et al (2014) Investigating the minimum quantity lubrication in grinding of Al2O3 engineering ceramic. J Clean Prod 66:632–643

    Article  Google Scholar 

  39. Ogonowski S, Wołosiewicz-Głąb M, Ogonowski Z et al (2018) Comparison of wet and dry grinding in electromagnetic mill. Minerals 8(4):138–157

    Article  Google Scholar 

  40. Tawakoli T, Hadad MJ, Sadeghi MH (2010) Investigation on minimum quantity lubricant-MQL grinding of 100Cr6 hardened steel using different abrasive and coolant-lubricant types. Int J Mach Tools Manuf 50(8):698–708

    Article  Google Scholar 

  41. Wang Y, Li C, Zhang Y et al (2016) Experimental evaluation of the lubrication properties of the wheel/workpiece interface in minimum quantity lubrication (MQL) grinding using different types of vegetable oils. J Clean Prod 127:487–499

    Article  Google Scholar 

  42. Reddy NSK, Nouari M, Yang M (2010) Development of electrostatic solid lubrication system for improvement in machining process performance. Int J Mach Tools Manuf 50(9):789–797

    Article  Google Scholar 

  43. Shen B, Shih AJ, Tung SC (2008) Application of nanofluids in minimum quantity lubrication grinding. Tribol Trans 51(6):730–737

    Article  Google Scholar 

  44. Jia D, Li C, Zhang Y et al (2017) Specific energy and surface roughness of minimum quantity lubrication grinding Ni-based alloy with mixed vegetable oil-based nanofluids. Precis Eng 50:248–262

    Article  Google Scholar 

  45. Tawakoli T, Hadad M, Sadeghi MH et al (2011) Minimum quantity lubrication in grinding: effects of abrasive and coolant–lubricant types. J Clean Prod 19(17/18):2088–2099

    Article  Google Scholar 

  46. Wang Y, Li C, Zhang Y et al (2018) Processing characteristics of vegetable oil-based nanofluid MQL for grinding different workpiece materials. Int J Precis Eng Manuf Green Technol 5(2):327–339

    Article  Google Scholar 

  47. Zhang X, Li C, Zhang Y et al (2017) Lubricating property of MQL grinding of Al2O3/SiC mixed nanofluid with different particle sizes and microtopography analysis by cross-correlation. Precis Eng 47:532–545

    Article  MathSciNet  Google Scholar 

  48. Rapeti P, Pasam VK, Rao Gurram KM et al (2018) Performance evaluation of vegetable oil based nano cutting fluids in machining using grey relational analysis—a step towards sustainable manufacturing. J Clean Prod 172:2862–2875

    Article  Google Scholar 

  49. Shaw MC, Pigott JD, Richardson LP (1951) Effect of cutting fluid upon chip-tool interface temperature. Trans. ASME 71:45–56

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Correspondence to Roshan Lal Virdi.

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Virdi, R.L., Chatha, S.S. & Singh, H. Performance evaluation of nanofluid-based minimum quantity lubrication grinding of Ni-Cr alloy under the influence of CuO nanoparticles. Adv. Manuf. 9, 580–591 (2021). https://doi.org/10.1007/s40436-021-00362-1

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  • DOI: https://doi.org/10.1007/s40436-021-00362-1

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