Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component

Total knee replacement (TKR) is a remarkable achievement in biomedical science that enhances human life. However, human beings still suffer from knee-joint-related problems such as aseptic loosening caused by excessive wear between articular surfaces, stress-shielding of the bone by prosthesis, and...

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Main Authors: Raman Kumar, Rohit Dubey, Sehijpal Singh, Sunpreet Singh, Chander Prakash, Yadaiah Nirsanametla, Grzegorz Królczyk, Roman Chudy
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Materials
Subjects:
Online Access:https://www.mdpi.com/1996-1944/14/8/2084
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spelling doaj-fcbdcfbf54f24d95b4dc98df39201a6e2021-04-20T23:05:10ZengMDPI AGMaterials1996-19442021-04-01142084208410.3390/ma14082084Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral ComponentRaman Kumar0Rohit Dubey1Sehijpal Singh2Sunpreet Singh3Chander Prakash4Yadaiah Nirsanametla5Grzegorz Królczyk6Roman Chudy7Department of Mechanical Engineering, Guru Nanak Dev Engineering College, Ludhiana 141006, Punjab, IndiaDepartment of Mechanical Engineering, Guru Nanak Dev Engineering College, Ludhiana 141006, Punjab, IndiaDepartment of Mechanical Engineering, Guru Nanak Dev Engineering College, Ludhiana 141006, Punjab, IndiaDepartment of Mechanical Engineering, National University of Singapore, Singapore 119077, SingaporeSchool of Mechanical Engineering, Lovely Professional University, Punjab 144411, IndiaDepartment of Mechanical Engineering, North Eastern Regional Institute of Science and Technology, Nirjuli 791109, IndiaDepartment of Mechanical Engineering, Opole University of Technology, 45-758 Opole, PolandDepartment of Mechanical Engineering, Opole University of Technology, 45-758 Opole, PolandTotal knee replacement (TKR) is a remarkable achievement in biomedical science that enhances human life. However, human beings still suffer from knee-joint-related problems such as aseptic loosening caused by excessive wear between articular surfaces, stress-shielding of the bone by prosthesis, and soft tissue development in the interface of bone and implant due to inappropriate selection of TKR material. The choice of most suitable materials for the femoral component of TKR is a critical decision; therefore, in this research paper, a hybrid multiple-criteria decision-making (MCDM) tactic is applied using the degree of membership (DoM) technique with a varied system, using the weighted sum method (WSM), the weighted product method (WPM), the weighted aggregated sum product assessment method (WASPAS), an evaluation based on distance from average solution (EDAS), and a technique for order of preference by similarity to ideal solution (TOPSIS). The weights of importance are assigned to different criteria by the equal weights method (EWM). Furthermore, sensitivity analysis is conducted to check the solidity of the projected tactic. The weights of importance are varied using the entropy weights technique (EWT) and the standard deviation method (SDM). The projected hybrid MCDM methodology is simple, reliable and valuable for a conflicting decision-making environment.https://www.mdpi.com/1996-1944/14/8/2084knee arthroplastyfemoral implant materialsmulti-criteria decision-makingdegree of membershipsensitivity analysis
collection DOAJ
language English
format Article
sources DOAJ
author Raman Kumar
Rohit Dubey
Sehijpal Singh
Sunpreet Singh
Chander Prakash
Yadaiah Nirsanametla
Grzegorz Królczyk
Roman Chudy
spellingShingle Raman Kumar
Rohit Dubey
Sehijpal Singh
Sunpreet Singh
Chander Prakash
Yadaiah Nirsanametla
Grzegorz Królczyk
Roman Chudy
Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
Materials
knee arthroplasty
femoral implant materials
multi-criteria decision-making
degree of membership
sensitivity analysis
author_facet Raman Kumar
Rohit Dubey
Sehijpal Singh
Sunpreet Singh
Chander Prakash
Yadaiah Nirsanametla
Grzegorz Królczyk
Roman Chudy
author_sort Raman Kumar
title Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
title_short Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
title_full Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
title_fullStr Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
title_full_unstemmed Multiple-Criteria Decision-Making and Sensitivity Analysis for Selection of Materials for Knee Implant Femoral Component
title_sort multiple-criteria decision-making and sensitivity analysis for selection of materials for knee implant femoral component
publisher MDPI AG
series Materials
issn 1996-1944
publishDate 2021-04-01
description Total knee replacement (TKR) is a remarkable achievement in biomedical science that enhances human life. However, human beings still suffer from knee-joint-related problems such as aseptic loosening caused by excessive wear between articular surfaces, stress-shielding of the bone by prosthesis, and soft tissue development in the interface of bone and implant due to inappropriate selection of TKR material. The choice of most suitable materials for the femoral component of TKR is a critical decision; therefore, in this research paper, a hybrid multiple-criteria decision-making (MCDM) tactic is applied using the degree of membership (DoM) technique with a varied system, using the weighted sum method (WSM), the weighted product method (WPM), the weighted aggregated sum product assessment method (WASPAS), an evaluation based on distance from average solution (EDAS), and a technique for order of preference by similarity to ideal solution (TOPSIS). The weights of importance are assigned to different criteria by the equal weights method (EWM). Furthermore, sensitivity analysis is conducted to check the solidity of the projected tactic. The weights of importance are varied using the entropy weights technique (EWT) and the standard deviation method (SDM). The projected hybrid MCDM methodology is simple, reliable and valuable for a conflicting decision-making environment.
topic knee arthroplasty
femoral implant materials
multi-criteria decision-making
degree of membership
sensitivity analysis
url https://www.mdpi.com/1996-1944/14/8/2084
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