Hierarchical multivariate analysis of cockle phenomena

Journal of Chemometrics

Volumn 17, Issue 10, 2003, Pages 550-568

  Stefanov, Zdravko I ^a   Hoo, Karlene A ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

Monitoring; Paper machine; PARAFAC; PLS; Tucker3

Indexed keywords

CHEMICAL DETECTION; MULTIVARIANT ANALYSIS; PAPER PRODUCTS; PAPERMAKING MACHINERY;

CONDITION; HIERARCHICAL APPROACH; MULTI VARIATE ANALYSIS; PAPER MACHINE; PAPER PRODUCTION; PAPER SURFACE; PARAFAC; PLS; THREE-WAY DECOMPOSITION; TUCKER3;

PAPERMAKING;

ALGORITHM; ANALYTIC METHOD; ARTICLE; CALCULATION; COCKLE PHENOMENON; DATA ANALYSIS; DECOMPOSITION; MACHINE; MEASUREMENT; MULTIVARIATE ANALYSIS; PAPER; PAPER INDUSTRY; PHENOMENOLOGY; PROCESSING; REGRESSION ANALYSIS; SURFACE PROPERTY;

EID: 0345413446     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/cem.825     Document Type: Article

References (18)

1. Paik K, Nam W. Cockle depending on drying conditions and local basis weight distribution. J. Pulp Paper Sci. 2001; 27: 177-181.
2. MacGregor J, Jaeckle C, Kiparissides C, Koutodi M. Process monitoring and diagnosis by multiblock PLS methods. AIChE J. 1994; 40: 826-838.
3. Qin SJ, Valle S, Piovoso MJ. On unifying multiblock analysis with application to decentralized process monitoring. J. Chemometrics 2001; 15: 715-742.
4. Janné K, Pettersen J, Lindberg N-O, Lundstedt T. Hierarchical principal component analysis (PCA) and projection to latent structure (PLS) technique on spectroscopic data as a data pretreatment. J. Chemometrics 2001; 15: 203-213.
5. Boque R, Smilde AK. Monitoring and diagnosing batch processes with multiway covariates regression models. AIChE J. 1999; 45: 1504-1520.
6. Geladi P, Forsström J. Monitoring of a batch organic synthesis by near-infrared spectroscopy: modeling and interpretation of three-way data. J. Chemometrics 2002; 16: 329-338.
7. Smilde AK, Doornbos DA. Three-way methods for the calibration of chromatographic systems: comparing PARAFAC and three-way PLS. J. Chemometrics 1991; 5: 345-360.
8. Dahl KS, Piovoso MJ, Kosanovich KA. Translating third-order data analysis methods to chemical batch processes. Chemometrics Intelligent Laboratory Systems 1999; 46: 161-180.
9. Bro R. PARAFAC: tutorial and applications. Chemometrics Intell. Lab. Syst. 1997; 38: 149-171.
10. Smilde AK. Three-way analyses. Problems and prospects. Chemometrics Intell. Lab. Syst: 1992; 15: 143-157.
11. Martens H, Næs T. Multivariate Calibration. Wiley: New York, 1989.
12. Kosanovich KA, Piovoso MJ. PCA of wavelet transformed process data for monitoring. Intelligent Journal of Data Analysis 1997; 1: 85-99.
13. Anderson C, Bro R. The N-way toolbox for Matlab®. Chemometrics Intell. Lab. Syst. 2000; 52: 1-4.
14. Jackson J. Users Guide to Principal Components. Wiley: New York, 1991.
15. Kajanto I, Niskanen K. Dimensional stability. Paper Physics, Vol 16 of a 19 Book Series in Papermaking Science and Technology, Fapet/TAPPI: Atlanta, 1997.
16. Umetri. SIMCA-P 8.0 Tutorial Umetri AB: Umeå, 1998.
17. Efron B. The Jackknife, the Bootstrap, and Other Resampling Plans. SIAM: Philadelphia, PA, 1982.
18. Kosanovich KA, Piovoso MJ, Yuk JP. Process data chemometrics. IEEE Trans. Instrum Meas. 1992; 41: 262-268.