Friction and wear performance evaluation of UHMWPE using Taguchi based grey approach: A study on the influence of load and bio-serum lubrication
The friction and wear behavior of biomedical implant materials is a subject of interest to tribologists. It stems from the fact that friction & wear are the key factors affecting the life of artificial replacement joints. This study investigates the tribological performance of UHMWPE against Bio...
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| Published in | Materials chemistry and physics Vol. 239; p. 121918 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
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Elsevier B.V
01.01.2020
Elsevier BV |
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| Abstract | The friction and wear behavior of biomedical implant materials is a subject of interest to tribologists. It stems from the fact that friction & wear are the key factors affecting the life of artificial replacement joints. This study investigates the tribological performance of UHMWPE against Biomedical grade 316 L stainless steel and TiAl6V4under different bio serum lubrications. The selected materials are commonly used for total joint replacement and form a tribo pair in contact. The friction and wear tests were performed on a pin on disc tribo-meter at normal body temperature of 37 °C. The design of experiment approach based on Taguchi methodology was used for experimentation planning and Taguchi's L18 orthogonal array was used based on the levels of the control factors viz., counter-face material, bio lubrication and load. Further, Taguchi and grey based approaches were used for optimization of the friction and wear processes with respect to the control factors. Furthermore, ANOVA technique was used to study the effect of selected process parameters on the tribological performance of UHMWPE. It is perceived that the load is the most important parameter that affects both average friction coefficient and specific wear rate. Grey relational analysis revealed that using Ti6Al4V Counterface material with human serum and 52 N normal load gives the optimum tribological performance for UHWMPE. The worn surfaces of UHWMPE were examined using scanning electron microscopy to reveal the wear mechanisms.
•The tribological performance of UHMWPE was studied under bio serum lubrications.•Load is the most important factor that affects friction coefficient and wear rate.•Ti6Al4V alloy shows better tribological performance than 316 L SS against UHWMPE.•Human serum has better lubricating performance than fetal bovine and rabbit serum.•The formation of serum films was observed on the worn surfaces of UHWMPE. |
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| AbstractList | The friction and wear behavior of biomedical implant materials is a subject of interest to tribologists. It stems from the fact that friction & wear are the key factors affecting the life of artificial replacement joints. This study investigates the tribological performance of UHMWPE against Biomedical grade 316 L stainless steel and TiAl6V4under different bio serum lubrications. The selected materials are commonly used for total joint replacement and form a tribo pair in contact. The friction and wear tests were performed on a pin on disc tribo-meter at normal body temperature of 37 °C. The design of experiment approach based on Taguchi methodology was used for experimentation planning and Taguchi's L18 orthogonal array was used based on the levels of the control factors viz., counter-face material, bio lubrication and load. Further, Taguchi and grey based approaches were used for optimization of the friction and wear processes with respect to the control factors. Furthermore, ANOVA technique was used to study the effect of selected process parameters on the tribological performance of UHMWPE. It is perceived that the load is the most important parameter that affects both average friction coefficient and specific wear rate. Grey relational analysis revealed that using Ti6Al4V Counterface material with human serum and 52 N normal load gives the optimum tribological performance for UHWMPE. The worn surfaces of UHWMPE were examined using scanning electron microscopy to reveal the wear mechanisms. The friction and wear behavior of biomedical implant materials is a subject of interest to tribologists. It stems from the fact that friction & wear are the key factors affecting the life of artificial replacement joints. This study investigates the tribological performance of UHMWPE against Biomedical grade 316 L stainless steel and TiAl6V4under different bio serum lubrications. The selected materials are commonly used for total joint replacement and form a tribo pair in contact. The friction and wear tests were performed on a pin on disc tribo-meter at normal body temperature of 37 °C. The design of experiment approach based on Taguchi methodology was used for experimentation planning and Taguchi's L18 orthogonal array was used based on the levels of the control factors viz., counter-face material, bio lubrication and load. Further, Taguchi and grey based approaches were used for optimization of the friction and wear processes with respect to the control factors. Furthermore, ANOVA technique was used to study the effect of selected process parameters on the tribological performance of UHMWPE. It is perceived that the load is the most important parameter that affects both average friction coefficient and specific wear rate. Grey relational analysis revealed that using Ti6Al4V Counterface material with human serum and 52 N normal load gives the optimum tribological performance for UHWMPE. The worn surfaces of UHWMPE were examined using scanning electron microscopy to reveal the wear mechanisms. •The tribological performance of UHMWPE was studied under bio serum lubrications.•Load is the most important factor that affects friction coefficient and wear rate.•Ti6Al4V alloy shows better tribological performance than 316 L SS against UHWMPE.•Human serum has better lubricating performance than fetal bovine and rabbit serum.•The formation of serum films was observed on the worn surfaces of UHWMPE. |
| ArticleNumber | 121918 |
| Author | Saleem, Sheikh Shahid Hussain, Omar Ahmad, Babar |
| Author_xml | – sequence: 1 givenname: Omar surname: Hussain fullname: Hussain, Omar – sequence: 2 givenname: Sheikh Shahid orcidid: 0000-0001-6998-0324 surname: Saleem fullname: Saleem, Sheikh Shahid email: shahid@nitsri.net – sequence: 3 givenname: Babar surname: Ahmad fullname: Ahmad, Babar |
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| SubjectTerms | Austenitic stainless steels Bio-serums Biomedical implants Biomedical materials Body temperature Coefficient of friction Design of experiments Experimentation Friction Friction coefficient Lubrication Materials selection Optimization Orthogonal arrays Performance evaluation Process parameters Surgical implants Taguchi Titanium base alloys Tribology Ultra high molecular weight polyethylene Ultrasonic testing Wear Wear mechanisms Wear rate |
| Title | Friction and wear performance evaluation of UHMWPE using Taguchi based grey approach: A study on the influence of load and bio-serum lubrication |
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