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红外光谱法作为一种替代方法,用于评估结构特征对菊粉物理化学性质的影响。

Infrared spectroscopy as an alternative methodology to evaluate the effect of structural features on the physical-chemical properties of inulins.

机构信息

Center for Research and Development in Food Cryotechnology (CIDCA, CCT-CONICET La Plata), La Plata, RA1900 Buenos Aires, Argentina.

ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Castelldefels, 08860 Barcelona, Spain.

出版信息

Food Res Int. 2018 Jul;109:223-231. doi: 10.1016/j.foodres.2018.04.032. Epub 2018 Apr 18.

Abstract

Two types of inulins of different composition were investigated in the glassy and in the crystalline states, at relative humidities within 11 and 97%. The melting and glass transition temperatures (Tm, Tg), and their crystallinity indexes (CI) were determined by modulated differential-scanning calorimetry (MDSC) and wide-angle X-ray scattering (WAXS), respectively. In parallel assays, Fourier transform-infrared spectroscopy (FTIR) coupled to principal component analysis (PCA) enabled a physical-chemical and structural characterization of samples, explaining 90% of the total variance. Finally, partial least square (PLS) models were defined to determine Tg, Tm, and CI directly from the FTIR spectra, using the MDSC and WAXS results as reference methods. In all cases, the mean of predicted values fitted very well those of the reference methods (R > 0.961), thus supporting the use of the PLS models to investigate unknown samples. The robustness of the models underlines the usefulness of FTIR to easily determine physical-chemical parameters, otherwise requiring complex preparation of samples and prolonged times of analysis.

摘要

研究了两种不同组成的菊粉在玻璃态和晶态下、相对湿度为 11%和 97%时的情况。通过调制差示扫描量热法(MDSC)和广角 X 射线散射(WAXS)分别测定了其熔融和玻璃化转变温度(Tm、Tg)及其结晶度指数(CI)。在平行试验中,傅里叶变换红外光谱(FTIR)结合主成分分析(PCA)能够对样品进行物理化学和结构表征,解释了总方差的 90%。最后,定义了偏最小二乘(PLS)模型,以便直接从 FTIR 光谱中确定 Tg、Tm 和 CI,同时将 MDSC 和 WAXS 的结果作为参考方法。在所有情况下,预测值的平均值都与参考方法非常吻合(R > 0.961),因此支持使用 PLS 模型来研究未知样品。模型的稳健性强调了 FTIR 用于轻松确定物理化学参数的有用性,否则需要对样品进行复杂的制备和耗时的分析。

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