多酚
近红外光谱
绿茶
化学
红外光谱学
相关系数
光谱学
氨基酸
分析化学(期刊)
色谱法
谱线
数学
食品科学
生物化学
有机化学
光学
物理
统计
量子力学
抗氧化剂
天文
作者
Shi Rong Ai,Rui Wu,Lin Yan,Yan Wu
出处
期刊:Advanced Materials Research
日期:2011-07-01
卷期号:301-303: 1093-1097
被引量:11
标识
DOI:10.4028/www.scientific.net/amr.301-303.1093
摘要
This study attempted the feasibility to determine the ratio of tea polyphenols to amino acids in green tea infusion using near infrared (NIR) spectroscopy combined with synergy interval PLS (siPLS) algorithms. First, SNV was used to preprocess the original spectra of tea infusion; then, siPLS was used to select the efficient spectra regions from the preprocessed spectra. Experimental results showed that the spectra regions [7 8 18] were selected, which were out of the strong absorption of H 2 O. The optimal PLS model was developed with the selected regions when 6 PCs components were contained. The RMSEP value was equal to 0.316 and the correlation coefficient (R) was equal to 0.8727 in prediction set. The results demonstrated that NIR can be successfully used to determinate the ration of tea polyphenols to amino acids in green tea infusion.
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