A quick method for analyzing the chemical composition of renewable energy biomass feedstock was developed by using Fourier transform near-infrared (FT-NIR) spectroscopy coupled with multivariate analysis. The study presents the broad-based model hypothesis that a single FT-NIR predictive model can be developed to analyze multiple types of biomass feedstock. The two most important biomass feedstocks - corn stover and switchgrass - were evaluated for the variability in their concentrations of the following components: glucan, xylan, galactan, arabinan, mannan, lignin, and ash. A hypothesis test was developed based upon these two species. Both cross-validation and independent validation results showed that the broad-based model developed is promising for future chemical prediction of both biomass species; in addition, the results also showed the method's prediction potential for wheat straw. (C) 2010 Elsevier Ltd. All rights reserved.
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Xu, Xin-fang
Nie, Li-xing
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State Food & Drug Adm, Natl Inst Food & Drug Control, Beijing 100050, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Nie, Li-xing
Pan, Li-li
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Pan, Li-li
Hao, Bian
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Hao, Bian
Yuan, Shao-xiong
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Yuan, Shao-xiong
Lin, Rui-chao
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Lin, Rui-chao
Bu, Hai-bo
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Bu, Hai-bo
Wang, Dan
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Wang, Dan
Dong, Ling
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China
Dong, Ling
Li, Xiang-ri
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Beijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R ChinaBeijing Univ Chinese Med, Sch Chinese Mat Med, Beijing 100102, Peoples R China