Journal of Materials Engineering and Performance

, Volume 28, Issue 2, pp 838–851 | Cite as

Parametric Optimization of Erosive Wear Response of TiAlN-Coated Aluminium Alloy Using Taguchi Method

  • Vinayaka R. Kiragi
  • Amar PatnaikEmail author
  • Tej Singh
  • Gusztáv Fekete


In this research work, high-velocity oxy-fuel thermal spraying is used to develop TiAlN coatings on AA1050 and AA5083 aluminium alloy substrates. Slurry wear behavior of coatings is evaluated using jet-type test rig. Surface studies were carried out to investigate the potential erosion mechanism. The influence of key parameters identified using the Taguchi analysis is also corroborated with a wear model. The potential mechanism identified by wear model is in excellent convergence with that observed experimentally. Mixed ploughing and cutting, formation of platelets, abrasion grooves and cracks are witnessed as primary mechanisms causing loss of coating. Results indicate that impact velocity is recognized as a highly contributing parameter with contribution ratio of 79.24 and 83.75% followed by impingement angle with contribution ratio of 15.81 and 11.58% for AA1050 and AA5083, respectively. The important sequences of the control parameters are recognized to be impact velocity > impingement angle > erodent feed rate > erodent size for AA1050 and impact velocity > impingement angle > erodent size > erodent feed rate for AA5083. The best possible combination of control parameters for AA1050 and AA5083 to achieve minimal wear rate with respect to impact velocity, erodent size, impingement angle and erodent feed rate is 30 m/s, 225 µm, 30°, 160 g/min and 25 m/s, 150 µm, 30°, 160 g/min, respectively.


Aluminium alloy erosive wear HVOF coating Taguchi method 



The authors admiringly acknowledge the financial support by the Council of Scientific and Industrial Research (CSIR), New Delhi, [Sanction Letter No: 22(0702)/15/EMR-II] for the work. Authors would also take the opportunity to appreciate the Material Research Centre and Advanced Research Laboratory for Tribology for providing experimental support to carry out the work smoothly.


  1. 1.
    M.C. Lin, L.S. Chang, H.C. Lin, C.H. Yang, and K.M. Lin, A Study of High-Speed Slurry Erosion of NiCrBSi Thermal-Sprayed Coating, Surf. Coat. Technol., 2006, 201, p 3193–3198CrossRefGoogle Scholar
  2. 2.
    D.K. Goyal, H. Singh, H. Kumar, and V. Sahni, Slurry Erosion Behaviour of HVOF Sprayed WC-19Co-4Cr and Al2O3 + 13TiO2 Coatings on a Turbine Steel, Wear, 2012, 289(15), p 46–57CrossRefGoogle Scholar
  3. 3.
    T. Peat, A. Galloway, A. Toumpis, D. Harvey, and W.H. Yang, Performance Evaluation of HVOF Deposited Cermet Coatings Under Dry and Slurry Erosion, Surf. Coat. Technol., 2016, 300, p 118–127CrossRefGoogle Scholar
  4. 4.
    H.S. Grewal, A. Agrawal, H. Singh, and B.A. Shollock, Slurry Erosion Performance of Ni-Al2O3 Based Thermal-Sprayed Coatings: Effect of Angle of Impingement, J. Therm. Spray Technol., 2014, 23(3), p 389–401CrossRefGoogle Scholar
  5. 5.
    D.K. Goyal, H. Singh, and H. Kumar, An Overview of Slurry Erosion Control by the Application of High Velocity Oxy Fuel Sprayed Coatings, Proc. Inst. Mech. E Part J J. Eng. Tribol., 2011, 225(11), p 1092–1105CrossRefGoogle Scholar
  6. 6.
    V.H. Hidalgo, J.B. Varela, A.C. Menendez, and S.P. Martinez, High Temperature Erosion Wear of Flame and Plasma-Sprayed Nickel–Chromium Coatings Under Simulated Coal-Fired Boiler Atmospheres, Wear, 2001, 247, p 214–222CrossRefGoogle Scholar
  7. 7.
    L. Thakur, N. Arora, R. Jayaganthan, and R. Sood, An Investigation on Erosion Behaviour of HVOF Sprayed WC-CoCr Coatings, Appl. Surf. Sci., 2011, 258(3), p 1225–1234CrossRefGoogle Scholar
  8. 8.
    S. Hong, Y. Wu, Y. Zheng, B. Wang, W. Gao, G. Li, G. Ying, and J. Lin, Effect of Spray on the Corrosion Behaviour of HVOF Sprayed WC-Co-Cr Coatings, J. Mater. Eng. Perform., 2013, 23(4), p 1434–1439CrossRefGoogle Scholar
  9. 9.
    P. Kumar and B.S. Sidhu, Characterization and High Temperature Erosion Behaviour of Thermal Spray Cermet Coatings, J. Mater. Eng. Perform., 2015, 25(1), p 250–258CrossRefGoogle Scholar
  10. 10.
    R.S. Razavi, Laser Surface Treatment of Stellite 6 Coating Deposited by HVOF on 316 Alloy, J. Mater. Eng. Perform., 2016, 25(7), p 2583–2595CrossRefGoogle Scholar
  11. 11.
    M. Mathapathi, M. Doddamani, and M.R. Ramesh, High Temperature Erosive Behaviour of Plasma sprayed Cr3-Cr2-NiCr/Cenosphere Coating, J. Mater. Eng. Perform., 2017, 27, p 1592–1600CrossRefGoogle Scholar
  12. 12.
    D. Tijo, K. Shilpi, and M. Manoj, Ceramic-Metal Composite Coating on Steel Using a Powder Compact Tool Electrode by the Electro-Discharge Coating Process, Silicon, 2017, Google Scholar
  13. 13.
    L. Pawlowski, Thermal Spraying Techniques, The Science Engineering of Thermal Spray Coatings, 2nd ed., L. Pawlowski, Ed., Wiley, London, 2008,CrossRefGoogle Scholar
  14. 14.
    V. Nitesh, R.K. Khatirkar, and S.G. Sapate, Tribological Behaviour of HVOF Sprayed WC-12Co, WC-10Co-4Cr and Cr3C2-25NiCr Coatings, Tribol. Int., 2017, 105, p 55–68CrossRefGoogle Scholar
  15. 15.
    K. Murugan, A. Ragupathy, V. Balasubramanian, and K. Sridhar, Optimizing HVOF Spray Process Parameters to Attain Minimum Porosity And Maximum Hardness in WC-10Co-4Cr Coatings, Surf. Coat. Technol., 2014, 247, p 90–102CrossRefGoogle Scholar
  16. 16.
    A. Kumar, A. Sharma, and S.K. Goel, Erosion Behaviour of WC-10Co-4Cr Coating on 23-8-N Nitronic Steel by HVOF Thermal Spraying, Appl. Surf. Sci., 2016, 370, p 418–426CrossRefGoogle Scholar
  17. 17.
    J.A. Picas, A. Forn, R. Rilla, and E. Martin, HVOF Thermal Sprayed Coatings on Aluminium Alloys and Aluminium Matrix Composites, Surf. Coat. Technol., 2005, 200, p 1178–1181CrossRefGoogle Scholar
  18. 18.
    M.K. Padhy and R.P. Saini, Effect of Size and Concentration of Silt Particles on Erosion of Pelton Turbine Buckets, Energy, 2009, 34, p 1477–1483CrossRefGoogle Scholar
  19. 19.
    H.S. Grewal, A. Agrawal, and H. Singh, Slurry Erosion Mechanism of Hydro Turbine Steel: Effect of Operating Parameters, Tribol. Lett., 2013, 52, p 287–303CrossRefGoogle Scholar
  20. 20.
    K.S. Tan, R.J.K. Wood, and K.R. Stokes, The Slurry Erosion Behaviour of High Velocity Oxy-Fuel (HVOF) Sprayed Aluminium Bronze Coatings, Wear, 2003, 255, p 195–225CrossRefGoogle Scholar
  21. 21.
    M. Mathapati, M.R. Ramesh, and M. Doddamani, High Temperature Erosion Behaviour of Plasma Sprayed NiCrAlY/WC-Co/Cenosphere Coating, Surf. Coat. Technol., 2017, 325, p 98–106CrossRefGoogle Scholar
  22. 22.
    K. Anand and H. Conrad, Local Impact Damage and Erosion Mechanisms in WC-6wt.% Co Alloys, Mater. Sci. Eng. A, 1988, 105, p 411–421CrossRefGoogle Scholar
  23. 23.
    J. Singh, S. Kumar, and S.K. Mohapatra, Tribological Analysis of Wc-10Co-4Cr and Ni-20Cr2O3 Coating on Stainless Steel 304, Wear, 2017, 376, p 1105–1111CrossRefGoogle Scholar
  24. 24.
    D.K. Goyal, H. Singh, H. Kumar, and V. Sahni, Slurry Erosive Wear Evaluation of HVOF-Spray Cr2O3 Coating on Some Turbine Steels, J. Therm. Spray Technol., 2012, 21(5), p 838CrossRefGoogle Scholar
  25. 25.
    H.S. Grewal, S. Bhandari, and H. Singh, Parametric Study of Slurry-Erosion of Hydroturbine Steels With and Without Detonation Gun Spray Coatings Using Taguchi Technique, Metall. Mater. Trans. A, 2012, 43A, p 3387CrossRefGoogle Scholar
  26. 26.
    B.E. Naveena, R. Keshavamurthy, and N. Sekhar, Slurry Erosive Wear Behaviour of Plasma-Sprayed Flyash–Al2O3 Coatings, Surf. Eng., 2017, 33(12), p 925–935CrossRefGoogle Scholar
  27. 27.
    N.I. Nasrollah, Y. Rezvan, and S. Shima, Evaluation and Optimization of Effective Parameters on Zinc Sulphate Flotation by the Taguchi Method, Silicon, 2017, 9(5), p 695–701CrossRefGoogle Scholar
  28. 28.
    T. Singh, A. Patnaik, R. Chauhan, P. Chauhan, and N. Kumar, Physico-Mechanical and Tribological Properties of Nanoclay Filled Friction Composite Materials Using Taguchi Design of Experiment Approach, Poly. Compos., 2016, Google Scholar
  29. 29.
    R.C. Tucker, Jr., Chapter 11: Advanced Thermal Spray Deposition Techniques, Handbook of Deposition Technologies for Films and Coatings, R.F. Bunshah, Ed., William Andrew Publ, New York, 1994, p 591Google Scholar
  30. 30.
    T.S. Sidhu, S. Prakash, and R.D. Agrawal, Performance of High-Velocity Oxyfuel-Sprayed Coatings on an Fe-Based Superalloy in Na2SO4-60%V2O5 Environment at 900 °C Part I: Characterization of the Coatings, J. Mater. Eng. Perform., 2006, 15, p 122–129CrossRefGoogle Scholar
  31. 31.
    H.M. Hawthorne, B. Arsenault, J.P. Immarigeon, J.G. Legoux, and V.R. Parameswaran, Comparison of Slurry and Dry Erosion Behaviour of Some HVOF Thermal Sprayed Coatings, Wear, 1999, 225(229), p 825–834CrossRefGoogle Scholar
  32. 32.
    I. Finnie, Erosion of Surfaces by Solid Particles, Wear, 1960, 3(2), p 87–103CrossRefGoogle Scholar
  33. 33.
    Y.I. Oka and T. Yoshida, Practical Estimation of Erosion Damage Caused by Solid Particle Impact Part 2: Mechanical Properties of Materials Directly Associated with Erosion Damage, Wear, 2005, 259, p 102–109CrossRefGoogle Scholar
  34. 34.
    I.M. Hutchings, Tribology: Friction and Wear of Engineering Materials, Edward Arnold, London, 1992Google Scholar
  35. 35.
    G. Sundararajan, A Comprehensive Model for the Solid Particle Erosion of Ductile Materials, Wear, 1991, 149, p 111–127CrossRefGoogle Scholar
  36. 36.
    H.S. Grewal, A. Agrawal, and H. Singh, Identifying Erosion Mechanism: A Novel Approach, Tribol. Lett., 2013, 51, p 1–7CrossRefGoogle Scholar
  37. 37.
    D.G. Rickerby and N.H. Macmillan, The Erosion of Aluminum by Solid Particle Impingement at Normal Incidence, Wear, 1980, 60, p 369–382CrossRefGoogle Scholar
  38. 38.
    S.Y. Yashima, Y. Kanda, and S. Sano, Relationship Between Particle Size and Fracture Energy or Impact Velocity Required to Fracture as Estimated from Single Particle Crushing, Powder Technol., 1987, 51, p 277CrossRefGoogle Scholar
  39. 39.
    I.M. Hutchings and R.E. Winter, Particle Erosion of Ductile Metals: A Mechanism of Material Removal, Wear, 1974, 27(1), p 121–128CrossRefGoogle Scholar
  40. 40.
    R. Bellman, Jr, and A. Levy, Erosion Mechanism in Ductile Metals, Wear, 1981, 70(1), p 1–27CrossRefGoogle Scholar
  41. 41.
    A.V. Levy and P. Chik, The Effects of Erodent Composition and Shape on the Erosion of Steel, Wear, 1983, 89(2), p 151–162CrossRefGoogle Scholar
  42. 42.
    T. Manisekaran, M. Kamaraj, S.M. Sharrif, and S.V. Joshi, Slurry Erosion Studies on Surface Modified 13Cr-4Ni Steels: Effect of Angle of Impingement and Particle Size, J. Mater. Eng. Perform., 2007, 16, p 567–572CrossRefGoogle Scholar
  43. 43.
    G. Stachowick and A.W. Batchelor, Engineering Tribology, Butterworth-Heinemann, Burlington, 2006Google Scholar
  44. 44.
    B.A. Lindsey and A.R. marder, The Effect of Velocity on the Solid Particle Erosion Rate of Alloys, Wear, 1999, 225, p 510–516CrossRefGoogle Scholar
  45. 45.
    P.J. Ross, Taguchi Techniques for Quality Engineering, McGraw-Hill, New York, 1988Google Scholar
  46. 46.
    M.S. Phadke, Quality Engineering Using Robust Design, Prentice Hall International Inc., New York, 1989Google Scholar

Copyright information

© ASM International 2019

Authors and Affiliations

  • Vinayaka R. Kiragi
    • 1
  • Amar Patnaik
    • 1
    Email author
  • Tej Singh
    • 2
  • Gusztáv Fekete
    • 2
  1. 1.Department of Mechanical EngineeringM.N.I.T.JaipurIndia
  2. 2.Savaria Institute of TechnologyEötvös Loránd UniversitySzombathelyHungary

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