Simultaneous determination of molecular weight and crystallinity of recycled HDPE by infrared spectroscopy and multivariate calibration

被引:31
作者
Camacho, W [1 ]
Karlsson, S [1 ]
机构
[1] Royal Inst Technol, Dept Polymer Technol, S-10044 Stockholm, Sweden
关键词
polyethylene (PE); molecular weight distribution; differential scanning calorimetry (DSC);
D O I
10.1002/app.10634
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
An attempt of correlating molecular weight (M,) of recycled high-density polyethylene (HDPE) as measured by size-exclusion chromatography (SEC) with diffuse reflectance near and mid-infrared spectroscopy (NIR/MIR) was made by means of multivariate calibration. The spectral data obtained was also used to extract information about the degree of crystallinity of the recycled resin. Differential scanning calorimetry (DSC) was used as the reference method. Partial leastsquares (PLS) calibration was performed on the MIR and NIR spectral data for prediction of Af, Four PC factors described fully the PLS models. The root-meansquare error of prediction (RMSEP) obtained with MIR data was 360, whereas a RMSEP of 470 was achieved when calibration was carried out on the diffuse reflectance NIR data. A PLS calibration for prediction of degree of crystallinity was performed on the NIR data in the 1100-1900-nm region, but the ability of prediction of this model was poor. However a PLS calibration in the region 2000-2500 nm yield better results. Four PC factors explained the most of the variance in the spectra and the RMSEP was 0.4 wt %. (C) 2002 Wiley Periodicals, Inc.
引用
收藏
页码:321 / 327
页数:7
相关论文
共 24 条
[1]   INFRARED AND RAMAN INTENSITIES OF POLYETHYLENE AND PERDEUTEROPOLYETHYLENE - FACTOR GROUP SPLITTINGS [J].
ABBATE, S ;
GUSSONI, M ;
ZERBI, G .
JOURNAL OF CHEMICAL PHYSICS, 1979, 70 (08) :3577-3585
[2]  
BAKER C, 1976, MAKROMOL CHEM, V177, P437
[3]  
Burns D.A., 1992, Handbook of Near-Infrared Analysis
[4]  
CAMACHO W, IN PRESS INT J POLYM
[5]   THE USE OF PRINCIPAL COMPONENTS IN THE ANALYSIS OF NEAR-INFRARED SPECTRA [J].
COWE, IA ;
MCNICOL, JW .
APPLIED SPECTROSCOPY, 1985, 39 (02) :257-266
[6]  
DHENIM V, 2000, J POLYM PREPRINTS, V41, P285
[7]  
GARTNER C, ANTEC 98, P2012
[8]   NEAR-INFRARED DETERMINATION OF SEVERAL PHYSICAL-PROPERTIES OF HYDROCARBONS [J].
HONIGS, DE ;
HIRSCHFELD, TB ;
HIEFTJE, GM .
ANALYTICAL CHEMISTRY, 1985, 57 (02) :443-445
[9]   ATTENUATED TOTAL REFLECTANCE FOURIER-TRANSFORM INFRARED STUDIES OF CRYSTALLINE AMORPHOUS CONTENT ON POLYETHYLENE SURFACES [J].
HUANG, JB ;
HONG, JW ;
URBAN, MW .
POLYMER, 1992, 33 (24) :5173-5178
[10]   INFRARED-SPECTROSCOPY AND MULTIVARIATE CALIBRATION USED IN QUANTITATIVE-ANALYSIS OF ADDITIVES IN HIGH-DENSITY POLYETHYLENE [J].
KARSTANG, TV ;
HENRIKSEN, A .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1992, 14 (1-3) :331-339