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Determination of Aluminum Oxide Thickness on the Annealed Surface of 8000 Series Aluminum Foil by Fourier Transform Infrared Spectroscopy

机译:傅里叶变换红外光谱法测定8000系列铝箔退火表面上的氧化铝厚度

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Aluminum foil produced with prescribed thermomechanical processing route develop oxide film. Alloy chemistry and annealing practices, particularly its duration and exposed temperature, determine the characteristics of the oxide film. The magnitude and characteristics of the oxide film may impair surface features leading to serious problems in some applications, such as coating, printing and in some severe cases failure in formability. Therefore, it is important for the rolling industry to be able to monitor the oxide formation on the foil products and quantify its thickness. Well known methods to measure an oxide thickness that is in the order of nanometer, require meticulous sample preparation techniques, long duration for measurements and sophisticated equipment. However, in this study, a simple and rapid grazing angle attenuated total reflectance infrared (GA-ATR-FTIR) spectroscopic method combined with chemometrics multivariate calibration has been developed for the oxide thickness determination which is validated with X-ray photoelectron spectroscopy (XPS). 3000 and 8000 series aluminum foil materials which were produced by twin roll casting technique were used in this study. Foil samples were annealed at various different temperatures and annealing times in a laboratory scale furnace. Immediately after collecting GA-ATR-FTIR spectra, the 3000 series alloy samples were sent to a laboratory where XPS reference oxide thickness measurements had been performed. Partial Least Squares (PLS) method was used to develop a multivariate calibration model based on FTIR spectra and XPS reference oxide thickness values in order to predict the aluminum oxide thickness. The correlation coefficient of XPS reference oxide thickness values versus grazing angle ATR-FTIR based PLS predicted values was found as 0.9903 the standard error of cross validation (SECV) was found to be 0.29 nm in range of 4.9-14.0 nm for Al_2O_3. In addition, the standard error of prediction (SEP) for the validation set was 0.24 nm with the model generated with three principal components (PCs).
机译:用规定的热机械加工路线生产的铝箔开发氧化膜。合金化学和退火措施,特别是其持续时间和暴露温度,确定氧化膜的特性。氧化膜的幅度和特征可能损害表面特征,这导致一些应用中的严重问题,例如涂层,印刷,在一些严重的成形性失效中。因此,滚动行业能够能够监测箔产品上的氧化物形成并量化其厚度是重要的。众所周知的方法以测量纳米量级的氧化物厚度,需要细致的样品制备技术,测量和精密设备的长期持续时间。然而,在该研究中,已经开发了一种简单且快速的放牧角度衰减总反射率红外(GA-ATR-FTIR)光谱法,用于氧化物厚度测定与X射线光电子谱(XPS)验证的氧化物厚度测定结合了化学计量多变量校准。 。在本研究中使用了通过双辊铸造技术生产的3000和8000系列铝箔材料。在实验室级炉中的各种不同温度和退火时间内退火箔样品。在收集GA-ATR-FTIR光谱后,立即将3000系列合金样品送到实验室,其中已经进行了XPS参考氧化物厚度测量。局部最小二乘(PLS)方法用于基于FTIR光谱和XPS参考氧化物厚度值开发多变量校准模型,以预测氧化铝厚度。 XPS参考氧化物厚度值与放牧角度ATR-FTIR基的PLS预测值的相关系数被发现为0.9903,发现交叉验证的标准误差(SECV)为0.29nm,范围为4.9-14.0nm,适用于AL_2O_3。此外,验证集的预测标准误差(SEP)为0.24nm,使用三个主组件(PC)生成的模型。

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