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FUZZY REASONING SYSTEM DESIGN AND ASSESSMENT OF LOAD-BEARING ENDOPROSTHESES AND THEDX FABRICATION PROCESSES

机译:承压内衬和THEDX制造过程的模糊推理系统设计与评估

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摘要

Five attempts of an application of a fuzzy reasoning approach to problems encountered in biomechanics and engineering of biomaterials are presented. They include: (A) assessment of maximum contact stress acting on endoprosthesis, (B) design of sintering plan to obtain a porous/scaffold implant, (C) design of oxidation plan to obtain nanotubular oxide structure on the Ti alloy, (D) and (E) design of deposition of hydroxyapatite coating on the Ti alloy. The fuzzy reasoning system is shown to well predict: the maximum contact stress estimation on acetabular surface of the load-bearing hip joint endoprosthesis for chosen and given Wiberg's angle values and patient's body weight;;the optimal geometry of scaffold's architecture;;the geometry of TiO_2 nanotubular layer on titanium surface and directions of the adjustment of fabrication conditions; the ratio of Ca/P and the coating crystallinity;;effects of control factors (sintering temperature and content of ZnO) on mechanical properties of BHA-ZnO composite. A small deviation of the predicted values from those obtained in the course of experiments can be decreased by improvement of the proposed fuzzy model i.e. adjusting fuzzy membership functions of input and output variables.
机译:提出了将模糊推理方法应用于生物力学和生物材料工程中遇到的问题的五种尝试。它们包括:(A)评估作用于假体的最大接触应力,(B)设计烧结方案以获得多孔/支架植入物,(C)设计氧化方案以获得Ti合金上的纳米管氧化物结构,(D) (E)在钛合金上沉积羟基磷灰石涂层的设计。该模糊推理系统可以很好地预测:对于选定的和给定的Wiberg角度值和患者体重,承重髋关节假体在髋臼表面上的最大接触应力估计;支架的最佳几何结构; TiO_2纳米管层在钛表面及方向上的制备条件的调整; Ca / P比和涂层结晶度;控制因素(烧结温度和ZnO含量)对BHA-ZnO复合材料力学性能的影响。通过改进提出的模糊模型,即调整输入和输出变量的模糊隶属函数,可以减少预测值与实验过程中获得的预测值之间的微小偏差。

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