| Literature DB >> 32932735 |
Gurpreet Singh1, Timur Rizovich Ablyaz2, Evgeny Sergeevich Shlykov2, Karim Ravilevich Muratov2, Amandeep Singh Bhui1, Sarabjeet Singh Sidhu1.
Abstract
This paper presents wear and corrosion resistance analysis of carbon nanotubes coated with Ti-6Al-4V alloy processed by electro-discharge treatment. The reported work is carried out using Taguchi's L18 orthogonal array to design the experimental matrix by varying five input process parameters i.e., dielectric medium (plain dielectric, multi-walled carbon nanotubes (MWCNTs) mixed dielectric), current (1-4 A), pulse-on-time (30-60 µs), pulse-off-time (60-120 µs), and voltage (30-50 V). The output responses are assessed in terms of microhardness and surface roughness of the treated specimen. X-ray diffraction (XRD) spectra of the coated sample reveal the formation of intermetallic compounds, oxides, and carbides, whereas surface morphology is observed using scanning electron microscopy (SEM) analysis. For the purpose of the in-vitro wear behavior of treated samples, the surface with superior microhardness values in plain dielectric and MWCNTs mixed dielectric is compared using a pin-on-disc type wear test. Furthermore, electrochemical corrosion test is also conducted to portray the dominance of treated substrate of Ti-6Al-4V alloy for biomedical applications. It is concluded that the wear-resistant and the corrosion protection efficiency of the MWCNTs treated substrate enhanced to 95%, and 96.63%, respectively.Entities:
Keywords: MWCNTs; Ti-6Al-4V; corrosion resistance; electro-discharge treatment; surface characterization; wear resistance
Year: 2020 PMID: 32932735 PMCID: PMC7569906 DOI: 10.3390/mi11090850
Source DB: PubMed Journal: Micromachines (Basel) ISSN: 2072-666X Impact factor: 2.891
Physical properties of workpiece and electrode materials. Source: www.matweb.com.
| Property | Ti-6Al-4V | Graphite |
|---|---|---|
| Chemical composition | Ti: 89.54%; Al: 6.1%; V: 4.2%; Fe: 0.09%; C: 0.03%; O: 0.03%; N: 0.003%; H: 0.001% | Pure carbon |
| Size (mm) | 70 × 70 × 5 | Ø 9.5 |
| Density (g/cm3) | 4.43 | 2.26 |
| Melting temperature (°C) | 1604–1660 | 3650 |
| Thermal conductivity (W/m.K) | 6.70 | 24.0 |
| Specific heat (J/Kg °C) | 526.3 | 0.7077 |
| Electrical resistivity (Ω cm) | 1.78 × 10−4 | 6.0 × 10−3 |
Physical properties of MWCNTs. Source: Technical Data Sheet, provided with powder.
| Property | Description |
|---|---|
| Production Method | Chemical Vapor Deposition |
| Available form | Black powder |
| Diameter | Outer Diameter: 10–30 nm |
| Length | 10 microns |
| Nanotubes purity | >95% |
| Metal particles | <4% |
| Amorphous carbon | <1% |
| Specific surface area | 330 m2/g |
| Bulk density | 0.04–0.06 g/cm3 |
Experimental process parameters with their respective levels.
| Parameter | Symbol | Units | Levels | ||
|---|---|---|---|---|---|
| Level 1 | Level 2 | Level 3 | |||
| Dielectric type | A | – | Plain dielectric | MWCNTs mixed dielectric | – |
| Current | B | ampere | 1 | 2 | 4 |
| Pulse-on time | C | µ-seconds | 30 | 45 | 60 |
| Pulse-off time | D | µ-seconds | 60 | 90 | 120 |
| Voltage | E | volts | 30 | 40 | 50 |
Taguchi’s L18 experimental design matrix.
| Exp. Trial | Levels of Process Parameters | Actual Values of Process Parameters | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | D | E | A | B | C | D | E | |
| 1. | 1 | 1 | 1 | 1 | 1 | Plain dielectric | 1 | 30 | 60 | 30 |
| 2. | 1 | 1 | 2 | 2 | 2 | Plain dielectric | 1 | 45 | 90 | 40 |
| 3. | 1 | 1 | 3 | 3 | 3 | Plain dielectric | 1 | 60 | 120 | 50 |
| 4. | 1 | 2 | 1 | 1 | 2 | Plain dielectric | 2 | 30 | 60 | 40 |
| 5. | 1 | 2 | 2 | 2 | 3 | Plain dielectric | 2 | 45 | 90 | 50 |
| 6. | 1 | 2 | 3 | 3 | 1 | Plain dielectric | 2 | 60 | 120 | 30 |
| 7. | 1 | 3 | 1 | 2 | 1 | Plain dielectric | 4 | 30 | 90 | 30 |
| 8. | 1 | 3 | 2 | 3 | 2 | Plain dielectric | 4 | 45 | 120 | 40 |
| 9. | 1 | 3 | 3 | 1 | 3 | Plain dielectric | 4 | 60 | 60 | 50 |
| 10. | 2 | 1 | 1 | 3 | 3 | MWCNTs mixed dielectric | 1 | 30 | 120 | 50 |
| 11. | 2 | 1 | 2 | 1 | 1 | MWCNTs mixed dielectric | 1 | 45 | 60 | 30 |
| 12. | 2 | 1 | 3 | 2 | 2 | MWCNTs mixed dielectric | 1 | 60 | 90 | 40 |
| 13. | 2 | 2 | 1 | 2 | 3 | MWCNTs mixed dielectric | 2 | 30 | 90 | 50 |
| 14. | 2 | 2 | 2 | 3 | 1 | MWCNTs mixed dielectric | 2 | 45 | 120 | 30 |
| 15. | 2 | 2 | 3 | 1 | 2 | MWCNTs mixed dielectric | 2 | 60 | 60 | 40 |
| 16. | 2 | 3 | 1 | 3 | 2 | MWCNTs mixed dielectric | 4 | 30 | 120 | 40 |
| 17. | 2 | 3 | 2 | 1 | 3 | MWCNTs mixed dielectric | 4 | 45 | 60 | 50 |
| 18. | 2 | 3 | 3 | 2 | 1 | MWCNTs mixed dielectric | 4 | 60 | 90 | 30 |
Figure 1EDT line-diagram in; (a), and setup for MWCNTs-EDT in (b).
Response observations and SN ratios of microhardness (MH) and surface roughness (SR).
| Exp. Trial | Output Responses | SN Ratio, dB | ||||||
|---|---|---|---|---|---|---|---|---|
| MH (HV) | SR (µm) | MH | SR | |||||
| Rep 1 | Rep 2 | Rep 3 | Rep 1 | Rep 2 | Rep 3 | |||
| 1. | 897.8 | 937.0 | 925.7 | 0.053 | 0.061 | 0.087 | 59.2731 | −24.0190 |
| 2. | 1066.5 | 929.3 | 1025.7 | 0.138 | 0.094 | 0.105 | 60.0179 | −19.3177 |
| 3. | 1177.4 | 1098.1 | 1109.8 | 0.106 | 0.101 | 0.119 | 61.0373 | −19.3390 |
| 4. | 1091.9 | 1287.0 | 1259.3 | 0.802 | 0.657 | 0.883 | 61.6051 | −2.3502 |
| 5. | 1484.3 | 1561.2 | 1586.0 | 0.661 | 0.794 | 0.675 | 63.7615 | −3.0605 |
| 6. | 1497.0 | 1434.7 | 1205.9 | 0.698 | 1.021 | 0.976 | 62.6768 | −1.3158 |
| 7. | 1419.8 | 1459.2 | 1384.3 | 0.959 | 1.014 | 1.018 | 63.0465 | −0.0358 |
| 8. | 1736.8 | 1689.1 | 1656.5 | 0.855 | 0.954 | 0.969 | 64.5740 | −0.7086 |
| 9. | 1748.3 | 1761.2 | 1786.0 | 0.897 | 0.892 | 0.941 | 64.9347 | -0.8266 |
| 10. | 2140.5 | 2362.8 | 2306.1 | 0.523 | 0.591 | 0.615 | 67.0966 | −4.8491 |
| 11. | 2705.1 | 2653.1 | 3067.4 | 0.534 | 0.698 | 0.686 | 68.9165 | −4.0849 |
| 12. | 2901.8 | 3242.1 | 3263.2 | 0.412 | 0.469 | 0.501 | 69.8885 | −6.8189 |
| 13. | 3147.0 | 3242.9 | 3171.3 | 0.676 | 0.733 | 0.709 | 70.0657 | −3.0383 |
| 14. | 2890.0 | 2982.9 | 3329.9 | 0.885 | 0.974 | 0.874 | 69.6885 | −0.8398 |
| 15. | 3488.2 | 3792.7 | 3524.3 | 1.118 | 0.980 | 1.002 | 71.1123 | 0.2422 |
| 16. | 4530.9 | 4346.8 | 4306.0 | 0.991 | 1.322 | 1.267 | 72.8520 | 1.3207 |
| 17. | 4394.0 | 4494.0 | 4469.6 | 1.527 | 0.913 | 1.280 | 72.9709 | 1.2709 |
| 18. | 3979.4 | 4283.0 | 4293.2 | 1.248 | 1.226 | 0.992 | 72.4180 | 1.1097 |
Rep: Repetitions
Analysis of variance for signal-to-noise ratios of Microhardness.
| Source | DF | Seq SS | Adj MS | F-Value | % Contribution | |
|---|---|---|---|---|---|---|
| Dielectric type | 1 | 304.897 | 304.897 | 571.58 | 0.000 * | 83.019 |
| Current | 2 | 50.309 | 25.155 | 47.16 | 0.010 * | 13.698 |
| Pulse-on-time | 2 | 5.919 | 2.959 | 5.55 | 0.031 * | 1.612 |
| Pulse-off-time | 2 | 0.142 | 0.071 | 0.13 | 0.877 | 0.038 |
| Voltage | 2 | 1.727 | 0.863 | 1.62 | 0.257 | 0.472 |
| Residual error | 8 | 4.267 | 0.533 | 1.161 | ||
| Total | 17 | 367.261 | 100 |
DF: degrees of freedom; Seq SS: sequential sum of squares; Adj MS: adjusted mean sum of squares, * Significant at 95% confidence level, Rank 1: Dielectric type, Rank 2: Current, Rank 3: Pulse-on-time
Figure 2Main effects SN ratios plot of Microhardness.
Analysis of variance for signal-to-noise ratios of Surface Roughness.
| Source | DF | Seq SS | Adj MS | F-Value | % Contribution | |
|---|---|---|---|---|---|---|
| Dielectric type | 1 | 169.81 | 169.806 | 53.88 | 0.000 * | 16.551 |
| Current | 2 | 626.60 | 313.299 | 99.41 | 0.000 * | 61.076 |
| Pulse-on-time | 2 | 4.18 | 2.088 | 0.66 | 0.550 | 0.407 |
| Pulse-off-time | 2 | 2.65 | 1.325 | 0.42 | 0.675 | 0.258 |
| Voltage | 2 | 0.43 | 0.215 | 0.07 | 0.935 | 0.041 |
| Dielectric type × current | 2 | 203.38 | 101.689 | 32.27 | 0.001 * | 19.824 |
| Residual error | 6 | 18.91 | 3.151 | 1.843 | ||
| Total | 17 | 1025.95 | 100 |
DF: degrees of freedom; Seq SS: sequential sum of squares; Adj MS: adjusted mean sum of squares, * Significant at 95% confidence level, Rank 1: Current, Rank 2: Dielectric type, Rank 3: Dielectric type × current
Figure 3Main effects SN ratios plot of Surface Roughness.
Figure 4Interaction plot for Surface Roughness.
Figure 5SEM showing; (a) substrate or untreated sample, and (b) surface treated in MWCNTs mixed dielectric (trial 17) representing micro cracks, porous surface and molten metal droplets.
Figure 6XRD spectra and crystallographic planes of MWCNTs treated sample (trial 17).
Figure 7Comparison plot for the wear behavior of specimens.
Polarization corrosion data of specimens in Ringer solution at 37 °C.
| Sr. No. | Sample | Ecorr (mV) | βa (mV/dec) | βc (mV/dec) | Corrosion Rate (mm/y) | Protection Efficiency (Pe) | |
|---|---|---|---|---|---|---|---|
| 1. | MWCNTs mixed dielectric | 3.50860 | 1.83 | 93.1230 | 187.420 | 0.03248 | 96.63% |
| 2. | Plain dielectric | −82.4920 | 17.48 | 211.820 | 126.560 | 0.3091 | 67.83% |
| 3. | Substrate | −160.640 | 54.35 | 234.610 | 292.470 | 0.9610 | – |
Figure 8Combined polarization curves of samples (a) treated in MWCNTs, (b) treated in plain dielectric, (c) substrate.