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Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach

Designing excellent hip implant composite material with optimal physical, mechanical and wear properties is challenging. Improper hip implant composite design may result in a premature component and product failure. Therefore, a hybrid decision-making tool was proposed to select the optimal hip impl...

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Autores principales: Singh, Tej, Goswami, Chandramani, Patnaik, Amar, Lendvai, László
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9181206/
https://www.ncbi.nlm.nih.gov/pubmed/35683098
http://dx.doi.org/10.3390/ma15113800
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author Singh, Tej
Goswami, Chandramani
Patnaik, Amar
Lendvai, László
author_facet Singh, Tej
Goswami, Chandramani
Patnaik, Amar
Lendvai, László
author_sort Singh, Tej
collection PubMed
description Designing excellent hip implant composite material with optimal physical, mechanical and wear properties is challenging. Improper hip implant composite design may result in a premature component and product failure. Therefore, a hybrid decision-making tool was proposed to select the optimal hip implant composite according to several criteria that are probably conflicting. In varying weight proportions, a series of hip implant composite materials containing different ceramics (magnesium oxide, zirconium oxide, chromium oxide, silicon nitride and aluminium oxide) were fabricated and evaluated for wear and physicomechanical properties. The density, void content, hardness, indentation depth, elastic modulus, compressive strength, wear, and fracture toughness values were used to rank the hip implant composites. It was found that the density and void content of the biocomposites remain in the range of 3.920–4.307 g/cm(3) and 0.0021–0.0089%, respectively. The composite without zirconium oxide exhibits the lowest density (3.920 g/cm(3)), while the void content remains lowest for the composite having no chromium oxide content. The highest values of hardness (28.81 GPa), elastic modulus (291 GPa) and fracture toughness (11.97 MPa.m(1/2)) with the lowest wear (0.0071 mm(3)/million cycles) were exhibited by the composites having 83 wt.% of aluminium oxide and 10 wt.% of zirconium oxide. The experimental results are compositional dependent and without any visible trend. As a result, selecting the best composites among a group of composite alternatives becomes challenging. Therefore, a hybrid AHP-MOORA based multi-criteria decision-making approach was adopted to choose the best composite alternative. The AHP (analytic hierarchy process) was used to calculate the criteria weight, and MOORA (multiple objective optimisation on the basis of ratio analysis) was used to rank the composites. The outcomes revealed that the hip implant composite with 83 wt.% aluminium oxide, 10 wt.% zirconium oxide, 5 wt.% silicon nitride, 3 wt.% magnesium oxide, and 1.5 wt.% chromium oxide had the best qualities. Finally, sensitivity analysis was conducted to determine the ranking’s robustness and stability concerning the criterion weight.
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spelling pubmed-91812062022-06-10 Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach Singh, Tej Goswami, Chandramani Patnaik, Amar Lendvai, László Materials (Basel) Article Designing excellent hip implant composite material with optimal physical, mechanical and wear properties is challenging. Improper hip implant composite design may result in a premature component and product failure. Therefore, a hybrid decision-making tool was proposed to select the optimal hip implant composite according to several criteria that are probably conflicting. In varying weight proportions, a series of hip implant composite materials containing different ceramics (magnesium oxide, zirconium oxide, chromium oxide, silicon nitride and aluminium oxide) were fabricated and evaluated for wear and physicomechanical properties. The density, void content, hardness, indentation depth, elastic modulus, compressive strength, wear, and fracture toughness values were used to rank the hip implant composites. It was found that the density and void content of the biocomposites remain in the range of 3.920–4.307 g/cm(3) and 0.0021–0.0089%, respectively. The composite without zirconium oxide exhibits the lowest density (3.920 g/cm(3)), while the void content remains lowest for the composite having no chromium oxide content. The highest values of hardness (28.81 GPa), elastic modulus (291 GPa) and fracture toughness (11.97 MPa.m(1/2)) with the lowest wear (0.0071 mm(3)/million cycles) were exhibited by the composites having 83 wt.% of aluminium oxide and 10 wt.% of zirconium oxide. The experimental results are compositional dependent and without any visible trend. As a result, selecting the best composites among a group of composite alternatives becomes challenging. Therefore, a hybrid AHP-MOORA based multi-criteria decision-making approach was adopted to choose the best composite alternative. The AHP (analytic hierarchy process) was used to calculate the criteria weight, and MOORA (multiple objective optimisation on the basis of ratio analysis) was used to rank the composites. The outcomes revealed that the hip implant composite with 83 wt.% aluminium oxide, 10 wt.% zirconium oxide, 5 wt.% silicon nitride, 3 wt.% magnesium oxide, and 1.5 wt.% chromium oxide had the best qualities. Finally, sensitivity analysis was conducted to determine the ranking’s robustness and stability concerning the criterion weight. MDPI 2022-05-26 /pmc/articles/PMC9181206/ /pubmed/35683098 http://dx.doi.org/10.3390/ma15113800 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Singh, Tej
Goswami, Chandramani
Patnaik, Amar
Lendvai, László
Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title_full Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title_fullStr Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title_full_unstemmed Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title_short Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
title_sort optimal design of ceramic based hip implant composites using hybrid ahp-moora approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9181206/
https://www.ncbi.nlm.nih.gov/pubmed/35683098
http://dx.doi.org/10.3390/ma15113800
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