DETERMINATION OF THERMAL-DIFFUSIVITY OF POLYMERS BY MEANS OF MULTIVARIATE CALIBRATION OF MIRAGE DATA

被引:4
作者
SKAGERBERG, B
JAARINEN, J
RANTALA, J
机构
[1] NESTE CORP R&D, SF-02151 ESPOO, FINLAND
[2] UNIV HELSINKI, DEPT PHYS, SF-00170 HELSINKI 17, FINLAND
关键词
D O I
10.1063/1.1143245
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
In this paper we describe how multivariate calibration techniques including experimental design and partial least-squares regression, PLS, can be used to determine thermal diffusivity from mirage data. In order to illustrate the utility of the theory a case study is presented where photothermal mirage data were simulated for a series of polymeric film samples. A PLS model was calculated that predicts thermal diffusivity with high precision.
引用
收藏
页码:3959 / 3965
页数:7
相关论文
共 29 条
[1]   PHOTOTHERMAL MEASUREMENTS USING A LOCALIZED EXCITATION SOURCE [J].
AAMODT, LC ;
MURPHY, JC .
JOURNAL OF APPLIED PHYSICS, 1981, 52 (08) :4903-4914
[2]   THERMAL-DIFFUSIVITY OF ISOTOPICALLY ENRICHED C-12 DIAMOND [J].
ANTHONY, TR ;
BANHOLZER, WF ;
FLEISCHER, JF ;
WEI, LH ;
KUO, PK ;
THOMAS, RL ;
PRYOR, RW .
PHYSICAL REVIEW B, 1990, 42 (02) :1104-1111
[3]  
Box G.E.P., 1987, EMPIRICAL MODEL BUIL
[4]  
BOX GEP, 1978, STATISTICS EXPT
[5]  
Draper N.R, 1998, APPL REGRESSION ANAL, V326, DOI 10.1002/9781118625590
[6]   A NONLINEAR PLS MODEL [J].
FRANK, IE .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1990, 8 (02) :109-119
[7]  
GELADI P, 1986, ANAL CHEM ACTA, V185
[8]  
Geladi P., 1988, J CHEMOMETR, V2, P231, DOI 10.1002/cem.1180020403
[10]   RIDGE REGRESSION - APPLICATIONS TO NONORTHOGONAL PROBLEMS [J].
HOERL, AE ;
KENNARD, RW .
TECHNOMETRICS, 1970, 12 (01) :69-&