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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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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