Abstract
In the current investigation, the mechanical properties evaluation and optimization of process parameters of plasma-sprayed NITINOL coating on mild steel substrate has been performed. The relation between the mechanical properties and process parameters of the coating was established by proposing a nonlinear regression equation. The obtained coefficient of determination (R2) and the mean relative error for microhardness (99.7 and 4.85%) and adhesion strength (99.2 and 6.88%) confirmed the statistical validity of the proposed nonlinear regression equation. The Genetic Algorithm optimization technique was implemented to obtain the optimized parametric setting for the plasma spray coating process. To check the quality of the coating fabricated by the optimized parametric combination (plasma arc current of 550 A and primary gas flow rate of 45 lpm), the characterizations (x-ray diffraction, scanning electron microscope, energy dispersive spectroscopy, and 3D surface roughness measurement) of the coating were performed. The SEM morphology of the surface and the interface of the coating revealed the better flattening behavior of the splat and the lamellar structure of the coating, respectively. The obtained phases (Ni, Ti, NiTi, Ti2Ni, Ni3Ti, Ni4Ti3, TiO, NiO) found in the XRD pattern were confirmed from the EDS analysis at various regions of the specimen surface, and the obtained coating surface roughness (roughness average (Sa)) is 12.35 µm.
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Data Availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Abbreviations
- A :
-
Primary gas flow rate (lpm)
- B :
-
Plasma arc current (A)
- C :
-
Substrate preheated temperature (°C)
- D :
-
Powder feed rate (g/min)
- E :
-
Carrier gas flow rate (lpm)
- F :
-
Secondary gas flow rate (lpm)
- G :
-
Stand-off distance (mm)
- H :
-
Table speed (rpm)
- I :
-
SPPS injector angle (°)
- J :
-
Injector off set (mm)
- ρ :
-
Porosity (%)
- τ :
-
Coating thickness (µm)
- ϕ :
-
Tough phase fraction (%)
- ψ :
-
Hard phase fraction (%)
- σ c :
-
Adhesion strength (MPa)
- K c :
-
Fracture toughness (MPa-m1/2)
- H v :
-
Microhardness (GPa/HV)
- η :
-
Deposition efficiency (%)
- έ :
-
Corrosion (%)
- ζ :
-
Crystallinity (%)
- O :
-
Oxide content (%)
- Δ:
-
Purity (%)
- VPS:
-
Vacuum plasma spray
- APS:
-
Atmospheric plasma spray
- HVOF:
-
High velocity oxy-fuel
- LPHS:
-
Laser plasma hybrid spray
References
S. Kumar Patel, B. Swain, R. Roshan, N.K. Sahu and A. Behera, A Brief Review of Shape Memory Effects and Fabrication Processes of NiTi Shape Memory Alloys, Mater. Today Proc., 2020, 33, p 5552–5556. https://doi.org/10.1016/j.matpr.2020.03.539
E. Alarcon, L. Heller, S.A. Chirani, P. Šittner, J. Kopeček, L. Saint-Sulpice and S. Calloch, Fatigue Performance of Superelastic NiTi near Stress-Induced Martensitic Transformation, Int. J. Fatigue, 2017, 95, p 76–89.
K.C. Atli, The Effect of Tensile Deformation on the Damping Capacity of NiTi Shape Memory Alloy, J. Alloys Compd., 2016, 679, p 260–267. https://doi.org/10.1016/j.jallcom.2016.04.102
H.C. Lin, H.M. Liao, J.L. He, K.C. Chen and K.M. Lin, Wear Characteristics of TiNi Shape Memory Alloys, Metall. Mater. Trans. A, 1997, 2000(28), p 1871–1877.
J.M. Guilemany, N. Cinca, S. Dosta and A.V. Benedetti, Corrosion Behaviour of Thermal Sprayed Nitinol Coatings, Corros. Sci., 2009, 51(1), p 171–180. https://doi.org/10.1016/j.corsci.2008.10.022
L.M. Yang, A.K. Tieu, D.P. Dunne, S.W. Huang, H.J. Li, D. Wexler and Z.Y. Jiang, Cavitation Erosion Resistance of NiTi Thin Films Produced by Filtered Arc Deposition, Wear, 2009, 267(1–4), p 233–243.
H. Nuruddin, I.M. Kamal, M.N. Mansor and N.M. Hafid, Investigation on the Effect of Bulbous Bow Shape to the Wave-Making Resistance of an Ultra Large Container Carrier (ULCC), ARPN J. Eng. Appl. Sci., 2017, 12(4), p 1254–1259. https://doi.org/10.1016/J.MATDES.2013.11.084
J. Van Humbeeck, Non-Medical Applications of Shape Memory Alloys, Mater. Sci. Eng. A, 1999, 275, p 134–148.
D. Stoeckel, Shape Memory Actuators for Automotive Applications, Mater. Des., 1991, 11(6), p 302–307.
S. Daghash, O.E. Ozbulut and M.M. Sherif, Shape Memory Alloy Cables for Civil Infrastructure Systems, Volume 1: Development and Characterization of Multifunctional Materials; Modeling, Simulation and Control of Adaptive Systems; Structural Health Monitoring; Keynote Presentation, Am. Soc. Mech. Eng., 2014 https://doi.org/10.1115/SMASIS2014-7562
O.E. Ozbulut, S. Daghash and M.M. Sherif, Shape Memory Alloy Cables for Structural Applications, J. Mater. Civ. Eng., 2016, 28(4), p 1–10.
S. Shabalovskaya, J. Anderegg and J. Van Humbeeck, Critical Overview of Nitinol Surfaces and Their Modifications for Medical Applications, Acta Biomater., 2008, 4(3), p 447–467.
S.K. Patel, B. Behera, B. Swain, R. Roshan, D. Sahoo and A. Behera, A Review on NiTi Alloys for Biomedical Applications and Their Biocompatibility, Mater. Today Proc., 2020 https://doi.org/10.1016/j.matpr.2020.03.538
N. Cinca, A. Isalgué, J. Fernández and J.M. Guilemany, Structure Characterization and Wear Performance of NiTi Thermal Sprayed Coatings, Smart Mater Struct., 2010, 19(8), p 085011. https://doi.org/10.1088/0964-1726/19/8/085011
M.M. Verdian, K. Raeissi and M. Salehi, Corrosion Performance of HVOF and APS Thermally Sprayed NiTi Intermetallic Coatings in 3.5% NaCl Solution, Corros. Sci., 2010, 52(3), p 1052–1059. https://doi.org/10.1016/j.corsci.2009.11.034
H. Hiraga, T. Inoue, H. Shimura and A. Matsunawa, Cavitation Erosion Mechanism of NiTi Coatings Made by Laser Plasma Hybrid Spraying, Wear, 1999, 231(2), p 272–278.
H. Hiraga, T. Inoue, A. Matsunawa and H. Shimura, Effect of Laser Irradiation Condition on Bonding Strength in Laser Plasma Hybrid Spraying, Surf. Coatings Technol., 2001, 138(2–3), p 284–290.
J. Stella, E. Schüller, C. Heßing, O.A. Hamed, M. Pohl and D. Stöver, Cavitation Erosion of Plasma-Sprayed NiTi Coatings, Wear, 2006, 260(9–10), p 1020–1027.
M.M. Verdian, M. Salehi and K. Raeissi, Effect of Feedstock Particle Size on Microstructure of APS Coatings Prepared from Mechanically Alloyed Nickel-Titanium Powders, Surf. Eng., 2010, 26(6), p 447–452. https://doi.org/10.1179/026708409X12490360425927
B. Swain, M. Priyadarshini, S.S. Mohapatra, R.K. Gupta and A. Behera, Parametric Optimization of Atmospheric Plasma Spray Coating Using Fuzzy TOPSIS Hybrid Technique, J. Alloys Compd., 2021, 867, 159074. https://doi.org/10.1016/j.jallcom.2021.159074
B. Swain, P. Mallick, R.K. Gupta, S.S. Mohapatra, Y. Malik, T.A. Nguyen and A. Behera, Mechanical and Tribological Properties Evaluation of Plasma-Sprayed Shape Memory Alloy Coating, J. Alloys Compd., 2021 https://doi.org/10.1016/j.jallcom.2021.158599
B. Swain, S. Patel, P. Mallick, S.S. Mohapatra and A. Behera, Solid Particle Erosion Wear of Plasma Sprayed NiTi Alloy Used for Aerospace Applications, Proc. Int. Therm. Spray Conf., 2019, 2019, p 346–351.
B. Swain, A.R. Pati, S.S. Mohapatra and A. Behera, Interchanging Characteristic of Plasma Spray Coating from Superhydrophobic to Hydrophilic under the Applied Electric Field, Surf. Eng., 2021 https://doi.org/10.1080/02670844.2021.1959286
B. Swain, A.R. Pati, P. Mallick, S.S. Mohapatra and A. Behera, Development of Highly Durable Superhydrophobic Coatings by One-Step Plasma Spray Methodology, J. Therm. Spray Technol., 2021 https://doi.org/10.1007/s11666-020-01132-4
P. Mallick, B. Behera, S.K. Patel, B. Swain, R. Roshan and A. Behera, Plasma Spray Parameters to Optimize the Properties of Abrasion Coating Used in Axial Flow Compressors of Aero-Engines to Maintain Blade Tip Clearance, Mater. Today Proc., 2020, 33, p 5691–5697. https://doi.org/10.1016/j.matpr.2020.03.835
B. Behera, P. Mallick, B. Swain, S. Kumar Patel, R. Roshan and A. Behera, Surface Modified Mild Steel and Copper Using Homogenized Fly-Ash + Quartz + Ilmenite by Plasma Technology, Mater. Today Proc., 2020, 33, p 5703–5708. https://doi.org/10.1016/j.matpr.2020.04.526
S.K. Bhuyan, S. Samal, D. Pattnaik, A. Sahu, B. Swain, T.K. Thiyagarajan, and S.C. Mishra, Effect of Bauxite Addition on Adhesion Strength and Surface Roughness of Fly Ash Based Plasma Sprayed Coatings, in IOP Conference Series: Materials Science and Engineering (2018)
H. Herman, Plasma-Sprayed Coatings, Sci. Am., 1988, 259(3), p 112–117.
S. Lathabai, M. Ottmüller and I. Fernandez, Solid Particle Erosion Behaviour of Thermal Sprayed Ceramic, Metallic and Polymer Coating, Wear, 1998, 221(2), p 93–108.
B. Swain, S. Bajpai and A. Behera, Microstructural Evolution of NITINOL and Their Species Formed by Atmospheric Plasma Spraying, Surf. Topogr. Metrol. Prop., 2018, 7(1), p 015006. https://doi.org/10.1088/2051-672x/aaf30e
M. Saremi, A. Afrasiabi and A. Kobayashi, Microstructural Analysis of YSZ and YSZ/Al2O3 Plasma Sprayed Thermal Barrier Coatings after High Temperature Oxidation, Surf. Coat. Technol., 2008, 202(14), p 3233–3238. https://doi.org/10.1016/j.surfcoat.2007.11.029
G. Bertrand, P. Bertrand, P. Roy, C. Rio and R. Mevrel, Low Conductivity Plasma Sprayed Thermal Barrier Coating Using Hollow Psz Spheres: Correlation between Thermophysical Properties and Microstructure, Surf. Coat. Technol., 2008, 202(10), p 1994–2001.
S.V. Shinde, E.J. Gildersleeve, V.C.A. Johnson and S. Sampath, Segmentation Crack Formation Dynamics during Air Plasma Spraying of Zirconia, Acta Mater., 2020, 183, p 196–206. https://doi.org/10.1016/j.actamat.2019.10.052
J. Zhu, H. Xie, Z. Hu, P. Chen and Q. Zhang, Residual Stress in Thermal Spray Coatings Measured by Curvature Based on 3D Digital Image Correlation Technique, Surf. Coatings Technol., 2011, 206(6), p 1396–1402. https://doi.org/10.1016/j.surfcoat.2011.08.062
F. Lu, W. Huang and H. Liu, Thermal Shock Resistance and Failure Analysis of Plasma-Sprayed Thick 8YSZ-Al2O3 Composite Coatings, Surf. Coatings Technol., 2019, 2020(384), p 125290. https://doi.org/10.1016/j.surfcoat.2019.125290
B. Swain, P. Mallick, S.K. Bhuyan, S.S. Mohapatra, S.C. Mishra and A. Behera, Mechanical Properties of NiTi Plasma Spray Coating, J. Therm. Spray Technol., 2020, 29(4), p 741–755. https://doi.org/10.1007/s11666-020-01017-6
B. Swain, A. Patnaik, S.K. Bhuyan, K.N. Barik, S.K. Sethi, S. Samal, S.C. Mishra and A. Behera, Solid Particle Erosion Wear on Plasma Sprayed Mild Steel and Copper Surface, Mater. Today Proc., 2018, 5, p 20403–20412.
B. Swain, P. Mallick, S.S. Mohapatra, A. Behera, D.K. Rajak and P.L. Menezes, Atmospheric Plasma Spray Coating of NiTi on Mild Steel Substrate: An Microstructural Investigation, J. Bio- Tribo-Corros., 2021, 7(3), p 104. https://doi.org/10.1007/s40735-021-00541-4
B. Swain and A. Behera, Effect of Powder Feed Rate on Adhesion Strength and Microhardness of APS NiTi Coating: A Microstructural Investigation, Surf. Topogr. Metrol. Prop., 2021, 9(2), p 025039. https://doi.org/10.1088/2051-672X/ac0a38
D. Thirumalaikumarasamy, V. Balasubramanian and S. Sree Sabari, Prediction and Optimization of Process Variables to Maximize the Young’s Modulus of Plasma Sprayed Alumina Coatings on AZ31B Magnesium Alloy, J. Magnes. Alloys, 2017, 5(1), p 133–145. https://doi.org/10.1016/j.jma.2017.02.002
E. Lugscheider, C. Barimani, P. Eckert and U. Eritt, Modeling of the APS Plasma Spray Process, Comput. Mater. Sci., 1996, 7(1–2), p 109–114. https://doi.org/10.1016/S0927-0256(96)00068-7
E.P. Song, J. Ahn, S. Lee and N.J. Kim, Microstructure and Wear Resistance of Nanostructured Al2O3–8wt.%TiO2 Coatings Plasma-Sprayed with Nanopowders, Surf. Coatings Technol., 2006, 201(3–4), p 1309–1315. https://doi.org/10.1016/j.surfcoat.2006.01.052
S. Yugeswaran, V. Selvarajan, M. Vijay, P.V. Ananthapadmanabhan and K.P. Sreekumar, Influence of Critical Plasma Spraying Parameter (CPSP) on Plasma Sprayed Alumina-Titania Composite Coatings, Ceram. Int., 2010, 36(1), p 141–149. https://doi.org/10.1016/j.ceramint.2009.07.012
B. Kumar, S. Soumya, S. Mohapatra and G. Power, Sensitivity of Process Parameters in Atmospheric Plasma Spray Coating, J. Therm. Spray Eng., 2018, 1(1), p 1–6.
R. Kingswell, K.T. Scott and L.L. Wassell, Optimizing the Vacuum Plasma Spray Deposition of Metal, Ceramic, and Cermet Coatings Using Designed Experiments, J. Therm. Spray Technol., 1993, 2(2), p 179–185. https://doi.org/10.1007/BF02652027
A. Rico, A. Salazar, M.E. Escobar, J. Rodriguez and P. Poza, Optimization of Atmospheric Low-Power Plasma Spraying Process Parameters of Al2O3-50w.t%Cr2O3 Coatings, Surf. Coatings Technol., 2018, 354, p 281–296. https://doi.org/10.1016/j.surfcoat.2018.09.032
J.R. Mawdsley, Y.J. Su, K.T. Faber and T.F. Bernecki, Optimization of Small-Particle Plasma-Sprayed Alumina Coatings Using Designed Experiments, Mater. Sci. Eng. A, 2001, 308(1–2), p 189–199.
T.J. Levingstone, N. Barron, M. Ardhaoui, K. Benyounis, L. Looney and J. Stokes, Application of Response Surface Methodology in the Design of Functionally Graded Plasma Sprayed Hydroxyapatite Coatings, Surf. Coat. Technol., 2017, 313, p 307–318. https://doi.org/10.1016/j.surfcoat.2017.01.113
J.F. Li, H. Liao, B. Normand, C. Cordier, G. Maurin, J. Foct and C. Coddet, Uniform Design Method for Optimization of Process Parameters of Plasma Sprayed TiN Coatings, Surf. Coat. Technol., 2003, 176(1), p 1–13.
J.F. Li, H.L. Liao, C.X. Ding and C. Coddet, Optimizing the Plasma Spray Process Parameters of Yttria Stabilized Zirconia Coatings Using a Uniform Design of Experiments, J. Mater. Process. Technol., 2005, 160(1), p 34–42. https://doi.org/10.1016/j.jmatprotec.2004.02.039
A.R. Pelton, T.W. Duerig and D. Stöckel, A Guide to Shape Memory and Superelasticity in Nitinol Medical Devices, Minim. Invasive Ther. Allied Technol., 2004, 13(4), p 218–221.
V.I. Itin, V.E. Gyunter, S.A. Shabalovskaya and R.L.C. Sachdeva, Mechanical Properties and Shape Memory of Porous Nitinol, Mater. Charact., 1994, 32(3), p 179–187.
Z. Shi, J. Wang, Z. Wang, Y. Qiao, T. Xiong and Y. Zheng, Cavitation Erosion and Jet Impingement Erosion Behavior of the NiTi Coating Produced by Air Plasma Spraying, Coatings, 2018, 8(10), p 346.
M. Bitzer, N. Rauhut, G. Mauer, M. Bram, R. Vaßen, H.P. Buchkremer, D. Stöver and M. Pohl, Cavitation-Resistant NiTi Coatings Produced by Low-Pressure Plasma Spraying (LPPS), Wear, 2015, 328–329, p 369–377. https://doi.org/10.1016/j.wear.2015.03.003
M.M. Verdian, K. Raeissi and M. Salehi, Electrochemical Impedance Spectroscopy of HVOF-Sprayed NiTi Intermetallic Coatings Deposited on AISI 1045 Steel, J. Alloys Compd., 2010, 507(1), p 42–46. https://doi.org/10.1016/j.jallcom.2010.07.132
“ASTM E-2109-14 Standard Test Methods for Determining Area Percentage Porosity in Thermal Sprayed Coatings. ASTM International, 2014, p 4–7, https://www.astm.org/e2109-01r14.html. Accessed 6 December 2021.
H. Chen, S.W. Lee, H. Du, C.X. Ding and C.H. Choi, Influence of Feedstock and Spraying Parameters on the Depositing Efficiency and Microhardness of Plasma-Sprayed Zirconia Coatings, Mater. Lett., 2004, 58(7–8), p 1241–1245. https://doi.org/10.1016/j.matlet.2003.09.015
L.C. Erickson, H.M. Hawthorne and T. Troczynski, Correlations between Microstructural Parameters, Micromechanical Properties and Wear Resistance of Plasma Sprayed Ceramic Coatings, Wear, 2001, 250(1–12), p 569–575.
T. Gnaeupel-Herold, H.J. Prask, J. Barker, F.S. Biancaniello, R.D. Jiggetts and J. Matejicek, Microstructure, Mechanical Properties, and Adhesion in IN625 Air Plasma Sprayed Coatings, Mater. Sci. Eng. A, 2006, 421(1–2), p 77–85.
H.S. Ahn and B.J. Roylance, Stress Behaviour of Surface-Coated Materials in Concentrated Sliding Contact, Surf. Coatings Technol., 1990, 41(1), p 1–15.
C.S. Ramachandran, V. Balasubramanian and P.V. Ananthapadmanabhan, Multiobjective Optimization of Atmospheric Plasma Spray Process Parameters to Deposit Yttria-Stabilized Zirconia Coatings Using Response Surface Methodology, J. Therm. Spray Technol., 2011, 20(3), p 590–607.
A.H. Pakseresht, E. Ghasali, M. Nejati, K. Shirvanimoghaddam, A.H. Javadi and R. Teimouri, Development Empirical-Intelligent Relationship between Plasma Spray Parameters and Coating Performance of Yttria-Stabilized Zirconia, Int. J. Adv. Manuf. Technol., 2014, 76(5–8), p 1031–1045.
M.F. Morks, N.F. Fahim and A. Kobayashi, Microstructure, Corrosion Behavior, and Microhardness of Plasma-Sprayed W-Ni Composite Coatings, J. Manuf. Process., 2008, 10(1), p 6–11. https://doi.org/10.1016/j.jmapro.2008.12.001
M.H. Miller and A.T. Zander, Effect in the Argon D.C. Plasma, Spectrochim. Acta Part B At. Spectrosc., 1986, 41(5), p 453–467.
C.J. Li and B. Sun, Microstructure and Property of Micro-Plasma-Sprayed Cu Coating, Mater. Sci. Eng. A, 2004, 379(1–2), p 92–101.
G. Montavon, C.C. Berndt, C. Coddet, S. Sampath and H. Herman, Quality Control of the Intrinsic Deposition Efficiency from the Controls of the Splat Morphologies and the Deposit Microstructure, J. Therm. Spray Technol., 1997, 6(2), p 153–166.
A.H. Pakseresht, A.H. Javadi, M. Nejati, K. Shirvanimoghaddam, E. Ghasali and R. Teimouri, Statistical Analysis and Multiobjective Optimization of Process Parameters in Plasma Spraying of Partially Stabilized Zirconia, Int. J. Adv. Manuf. Technol., 2014, 75(5–8), p 739–753.
M. Brossa and E. Pfender, Probe Measurements in Thermal Plasma Jets, Plasma Chem. Plasma Process., 1988, 8(1), p 75–90.
D. Thirumalaikumarasamy, K.S. Kamalamoorthy and V.B. Visvalingam, Effect of Experimental Parameters on the Micro Hardness of Plasma Sprayed Alumina Coatings on AZ31B Magnesium Alloy, J. Magnes. Alloy., 2015, 3(3), p 237–246. https://doi.org/10.1016/j.jma.2015.06.002
J.A. Sue and H.H. Troue, Influence of Crystallographic Orientation, Residual Strains, Crystallite Size and Microhardness on Erosion in ZrN Coating, Surf. Coatings Technol., 1989, 39–40, p 421–434. https://doi.org/10.1016/S0257-8972(89)80004-0
T.C. Totemeier, R.N. Wright and W.D. Swank, Microstructure and Stresses in HVOF Sprayed Iron Aluminide Coatings, J. Therm. Spray Technol., 2002, 11(3), p 400–408.
S.H. Leigh and C.C. Berndt, A Test for Coating Adhesion on Flat Substrates—a Technical Note, J. Therm. Spray Technol., 1994, 3(2), p 184–190.
K.P. Sreekumar, J. Karthikeyan, P. V Ananthapadmanabhan, N. Venkatramani, and U.K. Chatterjee, Plasma Spray Technology Process Parameters and Applications, (India) (1991). http://inis.iaea.org/search/search.aspx?orig_q=RN:23025102
R. Mukherjee, S. Chakraborty and S. Samanta, Selection of Wire Electrical Discharge Machining Process Parameters Using Non-Traditional Optimization Algorithms, Appl. Soft Comput. J., 2012, 12(8), p 2506–2516. https://doi.org/10.1016/j.asoc.2012.03.053
C.M. Lin, Parameter Optimisation of a Vacuum Plasma Spraying Process Using Boron Carbide, J. Therm. Spray Technol., 2012, 21(5), p 873–881.
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Swain, B., Chatterjee, S., Mohapatra, S.S. et al. Mechanical Properties Evaluation and Parametric Optimization of Atmospheric Plasma Spray NiTi Coating. J. of Materi Eng and Perform 31, 8270–8284 (2022). https://doi.org/10.1007/s11665-022-06834-0
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DOI: https://doi.org/10.1007/s11665-022-06834-0