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Erschienen in: European Journal of Wood and Wood Products 2/2023

04.11.2022 | Original Article

Use of NIR spectroscopy and multivariate regression for prediction of pentosan content in wood pulp

verfasst von: Katherine Márquez, Felipe Jiménez-Aspee, Nicole Márquez, Pablo Salgado, David Contreras

Erschienen in: European Journal of Wood and Wood Products | Ausgabe 2/2023

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Abstract

Wood is a complex material whose main chemical constituents are cellulose, hemicellulose, and lignin. These components are studied in various industries after the wood has been processed by chemical or mechanical methods. For the paper industry, it is relevant to determine the pentosan content in cellulose pulp because it indicates the degree of retention of hemicellulose. Hemicellulose contributes to the resistance, increasing the yield of the pulp, and therefore, high pentosan content is desirable. In this way, this research focused on the determination of the pentosan content in hard and softwood pulps between 0.81 to 18.4%. The pentosan content can be directly determined by a chemical method, although these conventional methods are long, expensive, generate a high amount of corrosive waste, and are not recommended for routine analysis. Therefore, in this research, an alternative method was developed using near-infrared spectroscopy together with partial least squares regression to predict the pentosan content in pulps. This new method is fast, inexpensive, analysis is direct and non-destructive. Finally, the pentosan calibration model was validated by cross-validation and the predicted external samples were quantified with precision between 0.008 and 0.043 and accuracy between 3.9 and 12.2%, while SEP has a variability of 1.267% of pentosan for this model.

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Metadaten
Titel
Use of NIR spectroscopy and multivariate regression for prediction of pentosan content in wood pulp
verfasst von
Katherine Márquez
Felipe Jiménez-Aspee
Nicole Márquez
Pablo Salgado
David Contreras
Publikationsdatum
04.11.2022
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Wood and Wood Products / Ausgabe 2/2023
Print ISSN: 0018-3768
Elektronische ISSN: 1436-736X
DOI
https://doi.org/10.1007/s00107-022-01896-2

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