Optimizing Surface Quality of Al5080 Alloy via Nanoparticle-Enhanced Ball Burnishing: A Taguchi Approach

Abstract

This study investigates the impact of ball burnishing on the surface quality of Al5080 aluminum alloy, focusing on burnishing force, feed rate, and lubricant conditions. The research employs an innovative approach using grease with incorporated aluminum nanoparticles as a lubricant. Experiments were designed and analyzed using the Taguchi method, with surface roughness parameters (Ra and Rz) measured via a contact-based profilometer. The study systematically varies key process parameters: burnishing force (100N, 200N, 400N), feed rate (0.5 mm/min, 1 mm/min, 2 mm/min), and aluminum nanoparticle concentration in the lubricant (0%, 5%, 10% by weight). Results indicate that surface finish improves with increasing burnishing force, moderate feed rates, and higher concentrations of aluminum nanoparticles in the lubricant. Notably, the study reveals complex parameter interrelationships, emphasizing the need for multi-parameter control in achieving optimal surface quality. This research contributes to enhancing knowledge of surface treatments applicable to Al5080 alloy, aiming to improve surface characteristics for high-quality aluminum products, particularly those used in marine and coastal environments. The findings have significant implications for industries requiring high-performance aluminum components with improved surface properties. Furthermore, the use of nanoparticle-enhanced lubricants opens avenues for more efficient and environmentally friendly surface treatment technologies in light-weight material manufacturing.

Keywords

• Al5080 alloy
• Nanoparticle-enhanced lubrication
• Ball burnishing
• Taguchi optimization

Kaynakça

1. [1] Hirsch, J., “Recent development in aluminium for automotive applications”, Transactions of Nonferrous Metals Society of China, 24(7), (2014) 1995-2002.
2. [2] Başak, H., “Haddeleme (Galetaj) ile 5083 Al-Mg malzeme yüzeyinin işlenmesi, haddeleme parametrelerinin yüzey pürüzlülüğü ve yüzey sertliğine etkilerinin incelenmesi”, Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 3(2), (2015), 471-476.
3. [3] Rambabu, P., Prasad, N.E., Kutumbarao, V.V., Wanhill, R.J.H., “Aluminium Alloys for Aerospace Applications”, In: Aerospace Materials and Material Technologies, Springer, Singapore, (2017), 29-52.
4. [4] Starke Jr, E.A., Staley, J.T., “Application of modern aluminum alloys to aircraft”, Progress in Aerospace Sciences, 32(2-3), (1996), 131-172.
5. [5] Dursun, T., Soutis, C., “Recent developments in advanced aircraft aluminium alloys”, Materials & Design, 56, (2014), 862-871.
6. [6] Polmear, I., et al., “The light metals”, Light Alloys, 2017, 1-29.
7. [7] Davis, J.R., “Aluminum and aluminum alloys”, ASM International, 1993.
8. [8] Mondolfo, L.F., “Aluminum alloys: structure and properties”, Elsevier, 2013.

9. [9] Kaufman, J.G., Rooy, E.L., “Aluminum alloy castings: properties, processes, and applications”, ASM International, 2004.
10. [10] Hatch, J.E., “Aluminum: properties and physical metallurgy”, ASM International, 1984.
11. [11] Becerra-Becerra, E., Aguilera Ojeda, C.O., Saldaña-Robles, A., Reveles-Arredondo, J.F., Barco-Burgos, J., Vidal-Lesso, A., “A review of numerical simulation of ball burnishing process”, Finite Elements in Analysis and Design, 218, (2023), 103926.
12. [12] Amini, C.; Jerez-Mesa, R.; Travieso-Rodriguez, J.A.; Mousavi, H.; Lluma-Fuentes, J.; Zandi, M.D.; Hassanifard, S., “Ball Burnishing of Friction Stir Welded Aluminum Alloy 2024-T3: Experimental and Numerical Studies”, Metals, 12, (2022), 1422.
13. [13] Maximov J.T., et al., “Effect of slide burnishing basic parameters on fatigue performance of 2024-Т3 high-strength aluminium alloy”, Fatigue & Fracture of Engineering Materials & Structures, 40, (2017), 1893-1904.
14. [14] Gharbi, F., et al., “Effect of ball burnishing process on the surface quality and microstructure properties of AISI 1010 steel plates.” Journal of Materials Engineering and Performance, 20, (2011), 903–910.
15. [15] Dai W., et al., “Roles of nanoparticles in oil lubrication”, Tribology International, 102, (2016), 88-98.
16. [16] Wu Y.Y., et al., “Experimental analysis of tribological properties of lubricating oils with nanoparticle additives”, Wear, 262, (2007), 819-825.
17. [17] Zhao, J., Huang, Y., He, Y. et al., “Nanolubricant additives: A review”. Friction, 9, (2021), 891–917.
18. [18] Ali, Z.A.A., Takhakh, A.M., Al-Waily, M., “A review of use of nanoparticle additives in lubricants to improve its tribological properties”, Materials Today: Proceedings, 52, (2022), 1442-1450.
19. [19] Sharma A.K., et al., “Rheological behaviour of nanofluids: A review”, Renewable and Sustainable Energy Reviews, 53, (2016), 779-791.
20. [20] Gu C., et al., “Study on application of CeO2 and CaCO3 nanoparticles in lubricating oils”, Journal of Rare Earths, 26, (2008), 163-167.
21. [21] Luo, T., Wei, X., Huang, X., Huang, L., Yang, F., “Tribological properties of Al2O3 nanoparticles as lubricating oil additives”, Ceramics International, 40, (2014), 7143-7149.
22. [22] Thampi, A.D., Prasanth, M.A., Anandu, A.P., Sneha, E., Sasidharan, B., Rani, S., “The effect of nanoparticle additives on the tribological properties of various lubricating oils – Review”, Materials Today: Proceedings, 47(15), (2021), 4919-4924.
23. [23] Gou, R., Chen, J., Luo, X., Li, K., “Tribofilm formation mechanism and friction behavior of polycrystalline diamond compact after cobalt leaching added molybdenum disulfide nanoparticles in different base oils”, International Journal of Refractory Metals and Hard Materials, 111, (2023), 106101.
24. [24] Peng D.X., et al., “Tribological properties of diamond and SiO2 nanoparticles added in paraffin”, Tribology International, 43, (2010), 1540-1545.
25. [25] Padgurskas J., et al., “Tribological properties of lubricant additives of Fe, Cu and Co nanoparticles”, Tribology International, 60, (2013), 224-232.
26. [26] Zareh-Desari B., Davoodi B., “Assessing the lubrication performance of vegetable oil-based nano-lubricants for environmentally conscious metal forming processes”, Journal of Cleaner Production, 135, (2016), 1198-1209.
27. [27] Basak, H., Goktas, H.H., “Burnishing process on al-alloy and optimization of surface roughness and surface hardness by fuzzy logic”, Materials & Design, 30, (2009), 1275-1281.
28. [28] Somatkar, A.A., Dwivedi, R., Chinchanikar, S.S., “Enhancing Surface Integrity and Quality through Roller Burnishing: A Comprehensive Review of Parameters Optimization, and Applications, Communications on Applied Nonlinear Analysis, 31, (2024), 151.
29. [29] Kaufman J.G., “Introduction to aluminum alloys and tempers”, ASM international, (2000).
30. [30] Roy R.K., “A primer on the Taguchi method”, Society of Manufacturing Engineers, (2010).
31. [31] Phadke M.S., “Quality engineering using robust design”, Prentice Hall PTR, (1995).
32. [32] Ross P.J., “Taguchi techniques for quality engineering: loss function, orthogonal experiments, parameter and tolerance design”, McGraw-Hill, (1996).
33. [33] Siddhpura, M., Paurobally, R., “A review of chatter vibration research in turning”, International Journal of Machine Tools and Manufacture, 61, (2012), 27-47.
34. [34] Gadelmawla E.S., et al., “Roughness parameters”, Journal of Materials Processing Technology, 123, (2002), 133-145.
35. [35] Leach R. (Ed.), “Characterisation of areal surface texture”, Springer, (2013).
36. [36] Cagan S.C., Buldum B.B., “A green machining study to investigate the effect of nano-cutting fluid environments on the machinability of Ti6Al4V titanium alloy”, Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, 237, (2023), 1841-1853.
37. [37] Loh N.H., Tam S.C., Miyazawa S., “A study of the effects of ball-burnishing parameters on surface roughness using factorial design”, Journal of Mechanical Working Technology, 18, (1989), 53-61.
38. [38] Capilla-González, G., Martínez-Ramírez, I., Díaz-Infante, D. et al. “Effect of the ball burnishing on the surface quality and mechanical properties of a TRIP steel sheet”, Int J Adv Manuf Technol, 116, (2021), 3953–3964.
39. [39] Maximov, J.T., Duncheva, G.V., Anchev, A.P., Ichkova, M.D., “Improvement in fatigue strength of 41Cr4 steel through slide diamond burnishing”, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 42, (2020), 1-20.
40. [40] Nguyen T-T, Nguyen T-A, Dang X-B, Van A-L. “Multi-performance optimization of the diamond burnishing process in terms of energy saving and tribological factors”, Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, 2023.
41. [41] Gómez-Gras G, Travieso-Rodríguez JA, González-Rojas HA, Nápoles-Alberro A, Carrillo FJ, Dessein G. “Study of a ball-burnishing vibration-assisted process”, Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 229, (2015), 172-177.
42. [42] Revankar G.D., et al., “Analysis of surface roughness and hardness in ball burnishing of titanium alloy”, Journal of Materials Research and Technology, 3, (2014), 158-163.
43. [43] El-Taweel T.A., El-Axir M.H., “Analysis and optimization of the ball burnishing process through the Taguchi technique”, The International Journal of Advanced Manufacturing Technology, 41, (2009) 301-310.
44. [44] Luca, L., Neagu-Ventzel, S., Marinescu, I., “Effects of working parameters on surface finish in ball-burnishing of hardened steels”, Precision Engineering, 29, (2005), 253-256.
45. [45] Sequera, A., Fu, C.H., Guo, Y.B. et al., “Surface Integrity of Inconel 718 by Ball Burnishing”, Journal of Materials Engineering and Performance, 23, (2014), 3347–3353.
46. [46] Dorbane, A., Ayoub, G., Mansoor, B., Hamade, R., Kridli, G., Imad, A., “Observations of the mechanical response and evolution of damage of AA 6061-T6 under different strain rates and temperatures”, Materials Science and Engineering: A, 624, (2015), 239-249.
47. [47] Rao D.S., et al., “Investigations on the effect of ball burnishing parameters on surface hardness and wear resistance of HSLA dual-phase steels”, Materials and Manufacturing Processes, 23, (2008), 295-302.
48. [48] Jerez-Mesa R., et al., “Development, characterization and test of an ultrasonic vibration-assisted ball burnishing tool”, Journal of Materials Processing Technology, 257, (2018), 203-212.
49. [49] Travieso-Rodriguez J.A., et al., “Effects of a ball-burnishing process assisted by vibrations in G10380 steel specimens”, The International Journal of Advanced Manufacturing Technology, 81, (2015), 1757-1765.
50. [50] Amdouni H., et al., “Experimental investigation of the effect of burnishing force on service properties of AISI 1010 steel plates”, Journal of Mechanical Science and Technology, 31, (2017), 1797-1804.
51. [51] Gomez-Gras G., et al., “Study of a ball-burnishing vibration-assisted process”, Procedia Engineering, 132, (2015), 568-575.
52. [52] Maximov J.T., et al., “Slide burnishing—review and prospects”, The International Journal of Advanced Manufacturing Technology, 104 (2019) 785-801.
53. [53] Kuznetsov V.P., et al., “Toward control of subsurface strain accumulation in nanostructuring burnishing on thermostrengthened steel”, Surface and Coatings Technology, 285, (2016), 171-178.