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Modeling of plasma spray coating process using statistical regression analysis

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Abstract

This study aimed to correlate outputs of a plasma spray coating process with its input parameters. Central composite design of experiments had been followed to conduct the experiments on plasma spray coating process, in order to collect its input–output data. The effects of four input parameters, namely primary gas flow rate, stand-off distance, powder flow rate, and arc current on three outputs (responses), such as thickness, porosity, and microhardness of the coatings, had been studied using non-linear statistical regression analysis. Such an analysis yielded the response equations, and viability of these equations had been tested on a set of experimentally obtained cases. The above four process parameters were found to have varying influences on different responses. However, all the above three responses were found to be significantly dependent on primary gas flow rate.

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References

  1. de Lovelock HL, Villers RPW, Benson JM, Young PM (1998) Parameter study of HP/HVOF deposited WC-Co coatings. J Thermal Spray Technol 7(1):97–107

    Article  Google Scholar 

  2. Kingswell R, Scott KT, Wassell LL (1993) Optimizing the vacuum plasma spray deposition of metal, ceramic, and cermet coatings using designed experiments. J Thermal Spray Technol 2(2):179–186

    Article  Google Scholar 

  3. Lugscheider E, Herbst C, Zhao L (1998) Parameter studies on high velocity oxy-fuel spraying of MCrAlY coatings. Surf Coat Technol 108–109:16–23

    Article  Google Scholar 

  4. Saravanan P, Selvarajan V, Joshi SV, Sundararajan G (2001) Experimental design and performance analysis of alumina coatings deposited by a detonation spray process. J Phys D: Appl Phys 34:131–140

    Article  Google Scholar 

  5. Mawdsley JR, Su YJ, Faber KT, Bernecki TF (2001) Optimization of small-particle plasma-sprayed alumina coatings using designed experiments. Mater Sci Eng A308:189–199

    Google Scholar 

  6. Burlacov I, Jirkovsky J, Muller M, Heimann RB (2006) Induction plasma-sprayed photocatalytically active titania coatings and their characterization by micro-Raman spectroscopy. Surf Coat Technol 201:255–264

    Article  Google Scholar 

  7. Rodriguez J, Martin A, Fernandez R, Fernandez JE (2003) An experimental study of the wear performance of NiCrBSi thermal spray coatings. Wear 255:950–955

    Article  Google Scholar 

  8. Jandin G, Liao H, Feng ZQ, Coddet C (2003) Correlations between operating conditions, microstructure and mechanical properties of twin wire arc sprayed steel coatings. Mater Sci Eng A349:298–305

    Google Scholar 

  9. Jaworski R, Pawlowski L, Roudet F, Kozerski S, Petit F (2008) Characterization of mechanical properties of suspension plasma sprayed TiO2 coatings using scratch test. Surf Coat Technol 202:2644–2653

    Article  Google Scholar 

  10. Li JF, Liao H, Nomand B, Cordier C, Maurin G, Foct J, Coddet C (2003) Uniform design method for optimization of process parameters of plasma sprayed TiN coatings. Surf Coat Technol 176:1–13

    Article  Google Scholar 

  11. Li JF, Liao HL, Ding CX, Coddet C (2005) Optimizing the plasma spray process parameters of yttria stabilized zirconia coatings using a uniform design of experiments. J Mater Process Technol 160:34–42

    Article  Google Scholar 

  12. Azarmi F, Coyle TW, Mostaghimi J (2008) Optimization of atmospheric plasma spray process parameters using a design of experiment for alloy 625 coating. J Thermal Spray Technol 17(1):144–155

    Article  Google Scholar 

  13. Wang Y, Coyle TW (2008) Optimization of solution precursor plasma spray process by statistical design of experiment. J Thermal Spray Technol 17(5–6):692–699

    Article  Google Scholar 

  14. Montgomery Douglas C (1997) Design and analysis of experiments, 5th edn. John Wiley and Sons, New York

    MATH  Google Scholar 

  15. Parappagoudar MB, Pratihar DK, Datta GL (2007) Non-linear modelling using central composite design to predict green sand mould properties. IMech E Part B J Eng Manuf 221:881–895

    Article  Google Scholar 

  16. Shinoda K, Tang Y, Sampath S (2010) Powder loading effects of yttria-stabilized zirconia in atmospheric dc plasma spraying. Plasma Chem Plasma Process 30:761–778

    Article  Google Scholar 

  17. Xiong HB, Zheng LL, Sampath S, Williamson RL, Fincke JR (2004) Three-dimensional simulation of plasma spray: effects of carrier gas flow and particle injection on plasma jet and entrained particle behavior. Intl J Heat Mass Transfer 47:5189–5200

    Article  MATH  Google Scholar 

  18. Sabiruddin K, Joardar J, Bandyopadhyay PP (2010) Analysis of phase transformation in plasma sprayed alumina coatings using Rietveld refinement. Surf Coat Technol 204:3248–3253

    Article  Google Scholar 

  19. Fisher IA (1972) Variables influencing the characteristics of plasma–sprayed coatings. Int Metall Rev 17(164):117–129

    Article  Google Scholar 

  20. Deshpande S, Sampath S, Zhang H (2006) Mechanisms of oxidation and its role in microstructural evolution of metallic thermal spray coatings—Case study for Ni–Al. Surf Coat Technol 200:5395–5406

    Article  Google Scholar 

  21. Bandyopadhyay PP, Hadad M, Jaeggi C, St.Siegmann (2008) Microstructural, tribological and corrosion aspects of thermally sprayed Ti–Cr–Si coatings. Surf Coat Technol 203:35–45

    Article  Google Scholar 

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Correspondence to Dilip Kumar Pratihar.

Appendix A.

Appendix A.

Table 10 Central composite design of experiments with measured responses

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Datta, S., Pratihar, D.K. & Bandyopadhyay, P.P. Modeling of plasma spray coating process using statistical regression analysis. Int J Adv Manuf Technol 65, 967–980 (2013). https://doi.org/10.1007/s00170-012-4232-y

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  • DOI: https://doi.org/10.1007/s00170-012-4232-y

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