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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:傅立叶变换红外光谱法测定8000系列铝箔退火表面的氧化铝厚度。

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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 MIR 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:按规定的热机械加工路线生产的铝箔会形成氧化膜。合金的化学性质和退火方式,特别是其持续时间和暴露温度,决定了氧化膜的特性。氧化膜的大小和特性可能会损害表面特征,从而在某些应用中导致严重的问题,例如涂层,印刷,在某些严重的情况下会降低成形性。因此,对于轧制工业来说,重要的是能够监测箔产品上的氧化物形成并量化其厚度。众所周知,测量纳米级氧化物厚度的方法需要精心的样品制备技术,较长的测量时间和复杂的设备。然而,在这项研究中,已经开发了一种简单快速的掠射角衰减全反射红外(GA-ATR-FTIR)光谱法与化学计量学多元校准相结合的方法,用于氧化物厚度的确定,该方法已通过X射线光电子能谱(XPS)进行了验证。本研究采用双辊铸造技术生产的3000和8000系列铝箔材料。在实验室规模的熔炉中,将箔样品在各种不同的温度和退火时间下进行退火。收集GA-ATR-FTIR光谱后,立即将3000系列合金样品送到实验室,在该实验室中进行XPS参考氧化物厚度测量。偏最小二乘(PLS)方法用于基于MIR光谱和XPS参考氧化物厚度值开发多元校准模型,以预测氧化铝厚度。 XPS参考氧化物厚度值与掠射角基于ATR-FTIR的PLS预测值之间的相关系数为0.9903,而交叉验证的标准误差(SECV)在Al_2O_3的4.9-14.0 nm范围内为0.29 nm。此外,对于使用三个主要成分(PC)生成的模型,验证集的预测标准误差(SEP)为0.24 nm。

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