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Modeling and Optimization of Friction and Wear Characteristics of Ti3Al2.5V Alloy Under Dry Sliding Condition

机译:干滑动条件下Ti3Al2.5V合金的摩擦磨损特性建模与优化

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Modeling of dry sliding friction and wear behavior of Ti3Al2.5V alloy sliding against EN31 steel using a multi-tribotester has been presented. Mathematical model equations in the form of natural log transformation for wear rate (W-R), average coefficient of friction (mu(a)), and a square root transformation for maximum contact temperature (T-m) considering the effect of tribological variables have been developed and validated by comparing them with the experimental results. The authors claim novelty with regard to modeling and optimization of friction and wear characteristics of Ti-3Al2.5V alloy. The results reveal that the magnitude of wear rate and maximum contact temperature increases with increase in sliding velocity and increasing normal load with few exceptions. Whereas average coefficient of friction first increases with increasing sliding velocity up to 2.51 m/s, and then decreases at highest sliding velocity. The load is found to have strongest influence on both wear rate and average coefficient of friction followed by sliding velocity, whereas sliding velocity has strongest influence on the maximum contact temperature followed by load. The perturbation plot results are also in accordance with the analysis of variance (ANOVA) analysis. The theoretical and experimental results have an average error of 5.06%, 1.78%, and 1.42%, respectively, for wear rate, average coefficient of friction, and maximum contact temperature. Optimization resulted in a maximum desirability of 0.508 at a load of 60N and a sliding velocity of 1.5 m/s. For these values, the predicted minimum wear rate is 0.0001144 g/m, the coefficient of friction is 0.3181, and the tool-tip temperature is 59.03 degrees C.
机译:提出了使用多三元酸酯对在EN31钢上滑动的Ti3Al2.5V合金的干滑动摩擦和磨损行为进行建模的方法。考虑到摩擦学变量的影响,已经开发出了以自然对数变换形式表示的磨损率(WR),平均摩擦系数(mu(a))和最大接触温度(Tm)的平方根变换的数学模型方程,并且通过将它们与实验结果进行比较来验证。作者声称在Ti-3Al2.5V合金的摩擦磨损特性的建模和优化方面具有新颖性。结果表明,除了极少数例外,磨损率和最大接触温度的大小随滑动速度的增加和正常载荷的增加而增加。而平均摩擦系数首先随着滑动速度的增加而增加,直到2.51 m / s,然后在最高滑动速度时减小。发现载荷对磨损率和平均摩擦系数的影响最大,其次是滑动速度,而滑动速度对最大接触温度的影响最大,其次是载荷。摄动图结果也符合方差分析(ANOVA)分析。对于磨损率,平均摩擦系数和最高接触温度,理论和实验结果的平均误差分别为5.06%,1.78%和1.42%。通过优化,在60N的负载和1.5 m / s的滑动速度下,最大期望值为0.508。对于这些值,预测的最小磨损率为0.0001144 g / m,摩擦系数为0.3181,刀尖温度为59.03摄氏度。

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