结晶度
微晶
过度拟合
材料科学
纤维素
结构精修
衍射
粉末衍射
结晶学
三斜晶系
X射线晶体学
复合材料
晶体结构
化学工程
光学
计算机科学
人工智能
物理
化学
冶金
人工神经网络
工程类
出处
期刊:Bioresources
[North Carolina State University]
日期:2022-08-02
卷期号:17 (4): 5557-5561
被引量:6
标识
DOI:10.15376/17.4.5557-5561
摘要
Cellulose serves as a skeleton for many of the useful products upon which we rely on each day. When we want to learn about a skeleton, it makes sense to think about X-ray methods. The same can be said when it comes to learning about the crystallinity of cellulose. Over the past six decades, the Segal X-ray diffraction (XRD) method has been popular for judging the percent crystallinity of powder samples. However, XRD patterns for ideal cellulose crystals can be easily simulated, and limitations of the Segal and other methods become obvious. Calculated patterns for model 100% crystalline powder particles are predicted to be less crystalline by the Segal method. Except for the Rietveld method, current approaches do not account for particle orientation or different shapes of crystallites. The Rietveld method has so many variables that it can easily overfit the data. The take-away message is that routine XRD examination is important for showing sample characteristics, but fractional crystallinity values are affected by constraints related to simplifications required for the analysis.
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