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骨科钻孔温度的建模与优化:一项体外研究。

Modelling and optimization of temperature in orthopaedic drilling: an in vitro study.

作者信息

Pandey Rupesh Kumar, Panda Sudhanshu Sekhar

机构信息

Department of Mechanical Engineering, Indian Institute of Technology Patna, India.

出版信息

Acta Bioeng Biomech. 2014;16(1):107-16.

Abstract

This present investigation uses the Taguchi and response surface methodology (RSM) for modelling and optimization of the temperature produced during bone drilling. The drilling of bone is a common procedure in orthopaedic surgery to produce hole for screw insertion to fixate the fracture devices and implants. A major problem which is encountered during such a procedure is the increase in temperature of the bone due to the plastic deformation of chips and the friction between the bone and the drill. The increase in temperature can result in thermal osteonecrosis which may delay healing or reduce the stability and strength of the fixation. The drilling experiments are conducted on poly-methyl-meth-acrylate (PMMA) (as a substitute for bone) using Taguchi's L27 experimental design technique. The cutting parameters used are drill diameter, feed rate and cutting speed. The optimum cutting parameters for minimum temperature are determined by using S/N ratios and the effect of individual cutting parameters on temperature produced is evaluated using analysis of variance (ANOVA). A second-order model is established between the drilling parameters and temperature using RSM. The experimental results show that the drill diameter is the most significant drilling parameter affecting the temperature during drilling followed by cutting speed and feed, respectively. The values predicted and the values obtained from experiment are fairly close, which indicates that the developed RSM model can be effectively used to predict the temperature in orthopaedic drilling.

摘要

本研究采用田口方法和响应面法(RSM)对骨钻孔过程中产生的温度进行建模和优化。骨钻孔是骨科手术中的常见操作,用于制造用于插入螺钉以固定骨折装置和植入物的孔。在该过程中遇到的一个主要问题是由于切屑的塑性变形以及骨与钻头之间的摩擦导致骨温度升高。温度升高可能导致热骨坏死,这可能会延迟愈合或降低固定的稳定性和强度。使用田口的L27实验设计技术在聚甲基丙烯酸甲酯(PMMA)(作为骨的替代品)上进行钻孔实验。使用的切削参数是钻头直径、进给速度和切削速度。通过使用信噪比确定产生最低温度的最佳切削参数,并使用方差分析(ANOVA)评估各个切削参数对产生的温度的影响。使用RSM在钻孔参数和温度之间建立二阶模型。实验结果表明,钻头直径是影响钻孔过程中温度的最显著钻孔参数,其次分别是切削速度和进给量。预测值与实验获得的值相当接近,这表明所开发的RSM模型可有效地用于预测骨科钻孔中的温度。

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