Prediction of thermo mechanical pulp brightness using NIR spectroscopy on wood raw material

Paperi ja Puu/Paper and Timber

Volumn 87, Issue 2, 2005, Pages 102-109

  Nilsson, David ^a   Edlund, Ulf ^a   Sjöström, Michael ^a   Agnemo, Roland ^b  

^a UMEÅ UNIVERSITY   (Sweden)

^b Domsjo Fabriker   (Sweden)

Author keywords

ISO brightness; Near infrared; Partial least squares regression to latent variables; Principal component analysis; Spectroscopy; Thermo mechanical pulp

Indexed keywords

BACTERIA; BLEACHED PULP; DATA REDUCTION; DEGRADATION; INDUSTRIAL ECONOMICS; INFRARED SPECTROSCOPY; PRINCIPAL COMPONENT ANALYSIS; PULP MANUFACTURE; RAW MATERIALS; TIMBER; WATER QUALITY; WOOD;

MULTIPLICATIVE SCATTER CORRECTION (MSC); NEAR-INFRARED SPECTROSCOPY (NIR); ORTHOGONAL SIGNAL CORRECTION (OSC); PARTIAL LEAST SQUARES REGRESSION TO LATENT VARIABLES;

THERMOMECHANICAL PULP;

BRIGHTNESS; RAW MATERIALS; THERMOMECHANICAL PULPS; WOOD;

EID: 15744401639     PISSN: 00311243     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Review

References (35)

1. Wold, S., Johansson, E., Cocchi, M.: 3D QSAR Drug Design; Theory Methods and Applications. Escom, Leiden 1993, p. 523.
2. Geladi, P., Kowalski, B.R.: Partial least squares regression - A tutorial. Analytica Chimica Acta 185(1986), 1-17.
3. Wold, S., Esbensen, K., Geladi P.: Principal Component Analysis. Chemometrics and Intelligent Laboratory Systems 2(1987), 37-52.
4. Geladi, P., MacDougall, D., Martens, H.: Linearization and scatter-correction for NIR reflectance spectra of meat. Applied Spectroscopy 39(1985):3, 491-500.
5. Geladi, P., Martens, H.: Data pretreatment and principal component regression using Matlab. Journal of Near Infrared Spectroscopy 4(1996), 225-242.
6. Wold, S., Antti, H., Lindgren, F., Öhman, J.: Orthogonal signal correction of near-infrared spectra. Chemometrics and Intelligent Laboratory Systems 44(1998), 175-185.
7. Trygg, J., Wold, S.: Orthogonal projections to latent structures, O-PLS. Journal of Chemometrics 16(2002), 119-128.
8. Fearn, T.: On orthogonal signal correction. Chemometrics and Intelligent Laboratory Systems 50(2000), 47-52.
9. Antti, H., Sjöström, M., Wallbäcks, L.: Multivariate calibration models using NIR Spectroscopy on pulp and paper industrial applications. Journal of Chemometrics 10(1996), 591-603.
10. Marklund, A., Paper, M., Hauksson, J.B., Sjöström, M.: Prediction of strength parameters for softwood kraft pulps. Multivariate data analysis based on orthogonal signal correction and near infrared Spectroscopy. Nordic Pulp and Paper Research Journal. 14(1999):2, 140-148.
11. Malkavaara, P., Alén, R.: A spectroscopic method for determining lignin content of softwood and hardwood kraft pulps. Chemometrics and Intelligent Laboratory Systems 44(1998), 287-292.
12. Wallbäcks, L., Edlund, U., Nordén, B., Berglund, I.: Multivariate characterization of pulp using solid-state C13 NMR, FTIR, and NIR. Tappi Journal 74(1991):10, 201-206.
13. Hiukka, R.: A multivariate approach to the analysis of pine needle samples using NIR. Chemometrics and Intelligent Laboratory Systems 44(1998), 395-401.
14. Durán, N., Angelo, R.: Infrared microspectroscopy in the pulp and paper making industry. Applied Spectroscopy Reviews 33(1998):3, 219-236.
15. Osborne, B.G., Fearn, T., Hindle, P.M.; Practical NIR Spectroscopy with Applications in Food and Beverage Analysis, Longman Group UK Limited, Harlow 1993.
16. Derksen, M., Van de Oetelaar, P., Maris, F.: Efficient prediction of the residual moisture content specification of a freeze-dried product by using near-infrared reflectance Spectroscopy. Journal of Pharmaceutical and Biomedical Analysis 17(1998), 473-480.
17. Ren, G., Chen, F.: Determination of moisture content of ginseng by near infra-red reflectance spectroscopy. Food Chemistry 60(1997):3, 433-436.
18. Rantanen, J., Lehtola, S., Ramet, P., Mannermaa, J.P., Yliruusi, J.: On-line monitoring of moisture content in an instrumented fluidized bed granulator with a multi-channel NIR moisture sensor. Powder Technology 99(1998):2, 163-170.
19. Lorås, V.: Bleachability of mechanical pulp. Tappi Journal 57(1974):2, 98-102.
20. Elowsson, T., Liukko, K.: How to achieve effective wet storage of pine logs (Pinus sylvestris) with a minimum amount of water. Forest Production Journal 45(1995):11/12, 36-42.
21. Sorge, C., Schulten, H.-R.: Influence of wet storage of spruce wood on groundwater quality. Journal of Environmental Analytical Chemistry 57(1994), 1-8.
22. Clausen, C.A.: International Biodeterioration & Biodegradation 1996p. 101.
23. Brown, D.G. and Abbot, J.: Effects of metal-ions and stabilizers on peroxide decomposition during bleaching. Journal of Wood Chemistry and Technology 15(1995):1, 85-111.
24. Ju, Y., Ni, Y., Ohi, H.: Journal of Wood Chemistry and Technology 19(1999):4, 323-334.
25. Abbot, J.: Catalytic decomposition of alkaline hydrogen-peroxide in the presence of metal-ions - Binuclear complex formation. Journal of Pulp and Paper Science 17(1991):1, 10-17.
26. Leary, G., Giampaolo, D.: The darkening reactions of TMP and BTMP during alkaline peroxide bleaching. Journal of Pulp and Paper Science 25(1999):4, 141-147.
27. Bristow, J.A.: What is ISO brightness?. Tappi Journal 77(1994):5, 174-178.
28. Bristow, J.A.: ISO brightness - A more complete definition. Tappi Journal 82(1999):10, 54-56.
29. Borga, P., Hämäläinen, M., Theander, O.: Correlations between near-infrared spectra of wetstored timber and the storage time in relation to the water-quality. Holzforschung 46(1992);4, 299-303.
30. Nilsson, D., Edlund, U., Elg Kristofferson, K., Sjöström, M., Agnemo, R.: The effect of designed wood storage on the brightness of bleached and unbleached thermo mechanical pulp. Nordic Pulp and Paper Research Journal 18(2003):4, 369-376.
31. Wold, S.: Cross-validatory estimation of the number of components in factor and principal components models. Technometrics 20(1978), 397-404.
32. Mathworks Inc. (www.mathworks.com), Natick, United States 1997.
33. Camo ASA (www.camo.com), Oslo, Norway 1999.
34. Umetrics AB (www.umetrics.com), Umeå, Sweden 1999.
35. Spotfire AB (www.spotfire.com), Göteborg, Sweden 1999.