Study on the Aging Characteristics of Paper with Principal Component Analysis

Kang-Jae Kim; Tae-Jin Eom

doi:10.7584/JKTAPPI.2016.12.48.6.144

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2016 Vol.48, Issue 6 Preview Page Next Page

Study on the Aging Characteristics of Paper with Principal Component Analysis 주성분 분석법을 적용한 종이의 노화 특성 분석 연구

30 December 2016. pp. 144-149

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Abstract

This study investigated the applicability of principal component analysis (PCA) to paper aging. Thermal aged paper was analyzed by physicochemical method and compared with PCA. As paper aging progresses, folding endurance decreased and the oxidation index increased. In addition, PCA was carried out by the second order derivative of the IR spectra and the aged papers were classified by PCA. The main components classified by PCA were carboxyl group and carbonyl group, which are the factors that affect the aging of cellulose. Therefore, PCA can be employed as a tool to measure paper aging using non-destructive methods.

Keywords

Principal component analysis (PCA)

physicochemical properties

oxidation index

aged paper

chemometrics

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Information

Publisher :Korea Technical Association of The Pulp and Paper Industry
Publisher(Ko) :한국펄프종이공학회
Journal Title :Journal of Korea TAPPI
Journal Title(Ko) :펄프종이기술
Volume : 48
No :6
Pages :144-149
Received Date : 2016-11-04
Revised Date : 2016-12-12
Accepted Date : 2016-12-14
DOI :https://doi.org/10.7584/JKTAPPI.2016.12.48.6.144

Journal of Korea TAPPI ISSN:0253-3200(Print) 펄프종이기술

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Literature Cited