Multivariate calibration for quantitative analysis of eucalypt kraft pulp by NIR spectrometry

被引:44
作者
Fardim, P
Ferreira, MMC
Durán, N
机构
[1] Univ Estadual Campinas, Inst Quim, Biol Chem Lab, BR-13083970 Campinas, SP, Brazil
[2] Univ Estadual Campinas, Chemometr Lab, BR-13083970 Campinas, SP, Brazil
[3] Suzano Papel & Celulose Res Ctr, Suzano, SP, Brazil
[4] Univ Mogi Das Cruzes, NCA, Mogi Das Cruzes, SP, Brazil
关键词
kraft pulp; carbohydrates; automation; multivariate calibration; NIR spectrometry;
D O I
10.1081/WCT-120004435
中图分类号
TB3 [工程材料学]; TS [轻工业、手工业、生活服务业];
学科分类号
0805 ; 080502 ; 0822 ;
摘要
Near infrared spectrometry and multivariate data analysis were applied to predict the chemical composition and physico-chemical characteristics of eucalypt unbleached kraft pulps obtained at different laboratory pulping conditions. Viscosity, degree of polymerization (DP), kappa, brightness and contents of glucan, xylan, uronic acids, and lignin were the modeled variables using diffuse reflectance near infrared spectra obtained on pulp handsheets and the partial least squares (PLS) method. Models with two to four PLS components and good predictive ability were established after first derivative spectra pre-processing and application of cross-validation methodology. The predictive models can reduce the time consuming traditional analyses in the pulping industry laboratories, and also lead to a better process monitoring for suitable applications.
引用
收藏
页码:67 / 81
页数:15
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