Application of chemometric tools for coal classification and multivariate calibration by transmission and drift mid-infrared spectroscopy

Analytica Chimica Acta

Volumn 624, Issue 1, 2008, Pages 68-78

  Bona, M T ^a   Andres J M ^a  

^a INSTITUTO DE CARBOQUÍMICA   (Spain)

Author keywords

Coal analysis; Hierarchical cluster analysis (HCA); Linear discriminant analysis (LDA); Partial least squares regression (PLS)

Indexed keywords

COAL; ELECTRIC POWER PLANTS; INFRARED SPECTROSCOPY; MOISTURE DETERMINATION; POWER PLANTS; SPECTROSCOPIC ANALYSIS;

CHEMOMETRIC TOOLS; COAL ANALYSIS; COAL CLASSIFICATION; COAL PROPERTIES; FIXED CARBON; HEATING VALUES; HIERARCHICAL CLUSTER ANALYSIS (HCA); LINEAR DISCRIMINANT ANALYSIS (LDA); MID-INFRARED SPECTROSCOPY; MULTIVARIATE CALIBRATIONS; PARTIAL LEAST SQUARES REGRESSION (PLS); VOLATILE MATTER;

COAL COMBUSTION;

CARBON; COAL; HYDROGEN; NITROGEN; SULFUR;

ACCURACY; ARTICLE; CALIBRATION; CHEMICAL ANALYSIS; CHEMOMETRICS; CLUSTER ANALYSIS; COMBUSTION; DIFFUSE REFLECTANCE SPECTROSCOPY; DISCRIMINANT ANALYSIS; DRIFT MID INFRARED SPECTROSCOPY; HEATING; INDEPENDENT VARIABLE; INFRARED SPECTROSCOPY; MATHEMATICAL ANALYSIS; MOISTURE; ONLINE ANALYSIS; PARTIAL LEAST SQUARES REGRESSION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SENSITIVITY ANALYSIS;

EID: 48949090644     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2008.06.020     Document Type: Article

References (40)

1. Nalbandian H. IEA Clean Coal Centre CCC/100 (2005)
2. Carpenter A.M. IEA Coal Res. 81 (1995)
3. Cutmore N.G., Roczniok A.F., and Sowerby B.D. Nucl. Geophys. 1 4 (1987) 319
4. Klein A. Aufbereitungs-Tehnik 1 (1987) 10
5. Hall D.A., Spronson J.C., and Gray W.A. J. Inst. Fuel 45 (1972) 163
6. Sowerby B.D., Millen M.J., and Rafter P.T. Nucl. Geophys. 2 1 (1988) 55
7. Lim C.S., and Abernethy D.A. Appl. Radiat. Isot. 63 (2005) 697
8. Cutmore N.G., Sowerby B.D., Lynch L.J., and Webster D.S. Fuel 65 (1986) 34
9. Brown J.K. J. Chem. Soc. (1955) 744
10. Speight J.G. Appl. Spectrosc. Rev. 29 2 (1994) 117
11. Estep P.A., Kovach J.J., and Clarence Jr. K. Anal. Chem. 40 2 (1968) 358
12. Bell V.A., Citro V.R., and Hodge G.D. Clays Clay Miner. 39 3 (1991) 290
13. Painter P.C., Rimmer S.M., Snyder R.W., and Davis A. Appl. Spectrosc. 35 (1981) 102
14. Solomon P.R., and Carangelo R.M. Fuel 61 (1982) 663
15. Solomon P.R., and Carangelo R.M. Fuel 67 (1988) 949
16. Tesch S., Rentrop K.-H., and Otto M. Fresen. J. Anal. Chem. 344 (1992) 206
17. Alciaturi C.E., Escobar M.E., and Vallejo R. Fuel 75 4 (1996) 491
18. Alciaturi C.E., Montero T., De La Cruz C., and Escobar M.E. Anal. Chim. Acta 340 (1997) 233
19. Alciaturi C.E., Escobar M.E., De La Cruz D., and Vallejo R. Anal. Chim. Acta 436 (2001) 265
20. Cloutis E.A. Fuel 82 (2003) 2239
21. Ito O., Seki H., and Iino M. Fuel 67 (1988) 573
22. Ito O. Energy Fuels 6 (1992) 662
23. Kaihara M., Takahashi T., Akazawa T., Sato T., and Takahashi S. Spectrosc. Lett. 35 3 (2002) 369
24. Andrés J.M., and Bona M.T. Anal. Chim. Acta 535 (2005) 123
25. Andrés J.M., and Bona M.T. Talanta 70 4 (2006) 711
26. Bona M.T., and Andrés J.M. Talanta 72 4 (2007) 1423
27. Bona M.T., and Andrés J.M. Talanta 74 (2008) 998
28. ISO-589-1981 Hard coal-determination of total moisture.
29. ISO-1171-1976 Combustibles minéraux solides-Détermination des cendres.
30. ISO-562-1974 Houille et coke-Détermination du taux de matières volatiles.
31. ASTM D 3172-89 Standard Practice for Proximate Analysis of Coal and Coke (reapproved 1993).
32. ISO-1928-95 Solid mineral fuels-determination of gross calorific value by the bomb calorimetric method, and calculation of net calorific value.
33. ASTM D 3177-89 Standard Test Methods for Total Sulfur in the Analysis Sample of Coal and Coke.
34. Naes T., Isaksson T., Fearn T., and Davies T. A User-Friendly Guide to Multivariate Calibration and Classification (2002), NIR Publications p. 105
35. Beebe K.R., Pell R.J., and Seasholtz M.-B. Chemometrics: A Practical Guide (1998), John Wiley & Sons, Inc.
36. Ward J.H. J. Am. Stat. Assoc. 58 (1963) 236
37. Dillon W.R., and Goldstein M. Multivariate Analysis (1984), John Wiley & Sons Inc.
38. Sharaf M.A., Illman D.L., and Kowalski B.R. Chemometrics vol. 195 (1986), John Wiley & Sons, New York
39. Indhal U.G., Sing N.S., Kirkhuus B., and Naes T. Chemometr. Intell. Lab. Syst. 49 (1999) 19
40. Madejová J. Vib. Spectrosc. 31 (2003) 1