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Optimal Design of Ceramic Based Hip Implant Composites Using Hybrid AHP-MOORA Approach
Tej Singh1, Chandramani Goswami2, Amar Patnaik3
1Savaria Institute of Technology, Faculty of Informatics, Eötvös Loránd University, 9700 Szombathely, Hungary.
Selecting the best hip implant composite is challenging due to conflicting properties. A hybrid approach using Analytic Hierarchy Process (AHP) and Multiple Objective Optimisation on the basis of Ratio Analysis (MOORA) identified an optimal composite material.
Area of Science:
- Biomaterials Science
- Materials Engineering
- Orthopedic Implants
Background:
- Designing effective hip implant composite materials requires balancing conflicting physical, mechanical, and wear properties.
- Suboptimal design can lead to premature failure of hip implants, necessitating advanced selection tools.
Purpose of the Study:
- To develop and apply a hybrid decision-making tool for selecting optimal hip implant composite materials.
- To evaluate various ceramic composites for their suitability in hip implant applications.
Main Methods:
- Fabrication and evaluation of hip implant composite materials with varying proportions of magnesium oxide, zirconium oxide, chromium oxide, silicon nitride, and aluminium oxide.
- Assessment of physicomechanical properties including density, hardness, elastic modulus, wear, and fracture toughness.
- Application of a hybrid Analytic Hierarchy Process (AHP) and Multiple Objective Optimisation on the basis of Ratio Analysis (MOORA) for multi-criteria decision-making.
Main Results:
- Composite properties like density, hardness, elastic modulus, and wear were composition-dependent.
- A composite containing 83 wt.% aluminium oxide and 10 wt.% zirconium oxide showed high hardness, elastic modulus, and fracture toughness with low wear.
- The AHP-MOORA approach identified a specific composite formulation (83 wt.% Al2O3, 10 wt.% ZrO2, 5 wt.% Si3N4, 3 wt.% MgO, 1.5 wt.% Cr2O3) as optimal.
Conclusions:
- A hybrid AHP-MOORA decision-making framework effectively addresses the challenge of selecting optimal hip implant composites.
- The identified optimal composite composition offers superior physicomechanical and wear properties for hip implant applications.
- Sensitivity analysis confirmed the robustness of the ranking for the selected composite material.
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