A new design for the humerus fixation plate using a novel reliability-based topology optimization approach to mitigate the stress shielding effect

被引:5
|
作者
Kaymaz, Irfan [1 ,2 ]
Murat, Fahri [1 ,2 ]
Korkmaz, Ismail H. [1 ,2 ]
Yavuz, Osman [1 ,2 ]
机构
[1] Erzurum Tech Univ, Fac Engn & Architecture, Dept Mech Engn, TR-25050 Erzurum, Turkey
[2] Erzurum Tech Univ, Fac Engn & Architecture, Biomech Res Grp, TR-25050 Erzurum, Turkey
关键词
Reliability -based topology optimization; Response surface method; Plate fixation; Selective laser melting; Stress shielding; RESPONSE-SURFACE METHOD; BONE; FRACTURES; BEHAVIOR; CALLUS; SCREWS; 1ST;
D O I
10.1016/j.clinbiomech.2022.105768
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: Due to high stiffness, metal fixation plates are prone to stress shielding of the peri-prosthetic bones, leading to bone loss. Therefore, it has become important to design implants with reduced rigidity but increased load-carrying capacity. Considering the uncertainties in the parameters affecting the implant-bone structure is critical in making more reliable implant designs. In this study, a Response Surface Method based Reliabilitybased Topology Optimization approach was proposed to design a fixation plate for humerus fracture having less stiffness than the conventional plate. Methods: The design of the fixation plate was described as an Reliability-based Topology Optimization problem in which the probabilistic constraint was replaced with a meta-model generated using the Kriging method. The artificial humerus bone model was scanned, and the 3D simulation model was used in the finite element analysis required in the solution. The optimum plate was manufactured using Selective Laser Melting. Both designs were experimentally compared in terms of rigidity.Findings: The volume of the conventional plate was reduced from 2512.5 mm3 to 1667.3 mm3; nevertheless, the optimum plate had almost one-third less rigidity than the conventional plate. The probability of failure of the conventional plate was computed as 0.994. However, this value was almost half for the optimum fixation plate.Interpretation The studies showed that the new fixation plate design was less rigid but more reliable than the conventional one. The computation time required to have the optimum plate was reduced by one-tenth by applying the Response Surface Method for the Reliability-based Topology Optimization problem.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] A new efficient hybrid approach for reliability-based design optimization problems
    Hamza, Ferhat
    Ferhat, Djeddou
    Abderazek, Hammoudi
    Dahane, Mohammed
    ENGINEERING WITH COMPUTERS, 2022, 38 (03) : 1953 - 1976
  • [22] New approach for reliability-based design optimization: Minimum error point
    Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, Xiangtan 411201, China
    不详
    Chin J Mech Eng Engl Ed, 2006, 4 (514-518):
  • [23] A new efficient hybrid approach for reliability-based design optimization problems
    Ferhat Hamza
    Djeddou Ferhat
    Hammoudi Abderazek
    Mohammed Dahane
    Engineering with Computers, 2022, 38 : 1953 - 1976
  • [24] NEW APPROACH FOR RELIABILITY-BASED DESIGN OPTIMIZATION:MINIMUM ERROR POINT
    LIU Deshun YUE Wenhui ZHU Pingyu Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment
    Chinese Journal of Mechanical Engineering, 2006, (04) : 514 - 518
  • [25] A new hybrid approach for reliability-based design optimization of structural components
    Demirci, Emre
    Yildiz, Ali Riza
    MATERIALS TESTING, 2019, 61 (02) : 111 - 119
  • [26] A new study on reliability-based design optimization
    Tu, J
    Choi, KK
    Park, YH
    JOURNAL OF MECHANICAL DESIGN, 1999, 121 (04) : 557 - 564
  • [27] New study on reliability-based design optimization
    Tu, J.
    Choi, K.K.
    Park, Y.H.
    Journal of Mechanical Design, Transactions of the ASME, 1999, 121 (04): : 557 - 564
  • [28] A Modified Reliability Index Approach for Reliability-Based Design Optimization
    Lin, Po Ting
    Gea, Hae Chang
    Jaluria, Yogesh
    JOURNAL OF MECHANICAL DESIGN, 2011, 133 (04)
  • [29] A MODIFIED RELIABILITY INDEX APPROACH FOR RELIABILITY-BASED DESIGN OPTIMIZATION
    Lin, Po Ting
    Gea, Hae Chang
    Jaluria, Yogesh
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 5, PTS A AND B: 35TH DESIGN AUTOMATION CONFERENCE, 2010, : 1251 - 1259
  • [30] Reliability-based design optimization scheme for designing electromagnetic shielding structures
    Gargama, Heeralal
    Chaturvedi, Sanjay Kumar
    Thakur, Awalendra Kumar
    JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2014, 28 (06) : 765 - 776