Development, validation and influence factor analysis of a near-infrared method for the molecular weight determination of xanthan gum
•A molecular weight determination model of XG was built based on NIR spectroscopy.•Fiber-optic probe module was compared with integrating sphere module.•Several validation characteristics of the established method were evaluated.•The moisture content of the samples had significant influence on the m...
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Published in | Carbohydrate polymers Vol. 115; pp. 582 - 588 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
22.01.2015
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Subjects | |
Online Access | Get full text |
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Summary: | •A molecular weight determination model of XG was built based on NIR spectroscopy.•Fiber-optic probe module was compared with integrating sphere module.•Several validation characteristics of the established method were evaluated.•The moisture content of the samples had significant influence on the method.
A practical molecular weight determination model of xanthan gum (XG), based on near-infrared (NIR) spectroscopy, was built in this study. Two sample measurement modules, integrating sphere module and fiber-optic probe module, were compared, and the best partial least square (PLS) regression model was based on fiber-optic probe module. The values of coefficient of determination in calibration (R2c), coefficient of determination in prediction (R2p), residual predictive deviation (RPD) and root mean square error of prediction (RMSEP) were 0.967, 0.975, 6.028 and 0.250×106Da, respectively. The molecular weight range, linearity, accuracy and precision of the established method were also validated. Furthermore, influence factors on this method were discussed in order to establish an appropriate measurement protocol. Results showed that the proposed NIR method may be suitable for practical applications in manufacturing plants and probably be accepted as a good alternative approach for fast determination of molecular weight of XG in production process. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0144-8617 1879-1344 |
DOI: | 10.1016/j.carbpol.2014.08.079 |