Advertisement

Signal and data analysis in chromatography

  • Henri Casemirus Smit
  • Erik Jan van den Heuvel
Conference paper
Part of the Topics in Current Chemistry book series (TOPCURRCHEM, volume 141)

Abstract

An overview is given of chromatographic signal and data processing techniques, including noise analysis and uncertainty calculations. In the single channel signal processing, attention is paid to the use of signal approximation and regression with different signal models. In the multivariate approach recently developed deconvolution methods are described, applying a.o. least squares optimization and factor analysis. Finally, chemometric optimization and classification procedures are treated, using chromatographic data sets and special techniques like correlation chromatography.

Keywords

Little Square Optimization Pseudo Random Binary Sequence Unresolved Peak Convolution Function Peak Start 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

12 References

  1. 1.
    Smit, J. C.: Thesis, University of Amsterdam 1981Google Scholar
  2. 2.
    Smit, J. C., Smit, H. C., de Jager, E. M.: Anal. Chim. Acta 122, 1 (1980)Google Scholar
  3. 3.
    Smit, J. C., Smit, H. C., de Jager, E. M.: ibid 122, 151 (1980)Google Scholar
  4. 4.
    Rhee, H. K., Aris, R., Amundsen, N. R.: Phil. Trans. of the Royal Soc. A 267 (1970)Google Scholar
  5. 5.
    Lankelma, J. V., Smit, H. C.: Communications in Mathematical Chemistry 17, 157 (1985)Google Scholar
  6. 6.
    Grubner, O.: Anal. Chem. 43, 1934 (1971)Google Scholar
  7. 7.
    Scheeren, P. J. H., Klous, Z., Smit, H. C.: Anal. Chim. Acta 171, 45 (1985)Google Scholar
  8. 8.
    Debets, H. J. G., Wijnsma, A. W., Doornbos, D. A., Smit, H. C.: ibid. 171, 33 (1985)Google Scholar
  9. 9.
    Grushka, E.: Anal. Chem. 44, 1733 (1972)Google Scholar
  10. 10.
    Littlewood, A. B., Anderson, A. H., Gibb, T. C.: J. Chrom. Sci. 8, 640 (1970)Google Scholar
  11. 11.
    Yau, W. W.: Anal. Chem. 49, 395 (1977)Google Scholar
  12. 12.
    Fraser, R. D. B., Suzuki, E.: ibid. 41, 37 (1969)Google Scholar
  13. 13.
    Smit, H. C., Smit, J. C., de Jager, E. M.: Chromatographia 22, 123 (1986)Google Scholar
  14. 14.
    Vaidya, R. A., Hester, R. D.: J. Chromatogr. 287, 231 (1984)Google Scholar
  15. 15.
    Scheeren, P. J. H., Barna, P., Smit, H. C.: Anal. Chim. Acta 167, 65 (1985)Google Scholar
  16. 16.
    Smit, H. C., Walg, H. L.: Chromatographia 8, 311 (1975)Google Scholar
  17. 17.
    Duursma, R. P. J., Smit, H. C.: Anal. Chim. Acta 133, 67 (1981)Google Scholar
  18. 18.
    Laeven, J. M., Smit, H. C., Lankelma, J. C.: ibid. 157, 273 (1984)Google Scholar
  19. 19.
    Smit, H. C., Walg, H. L.: Chromatographia 9, 483 (1976)Google Scholar
  20. 20.
    Savitzky, A., Golay, M. J. E.: Anal. Chem. 36, 1627 (1964)Google Scholar
  21. 21.
    Proctor, A., Sherwood, P. M. A.: ibid. 52, 2315 (1980)Google Scholar
  22. 22.
    Laeven, J. M., Smit, H. C.: Anal. Chim. Acta 176, 77 (1985)Google Scholar
  23. 23.
    Hippe, Z., Bierowska, A., Pietzyga, T.: ibid. 122, 279 (1980)Google Scholar
  24. 24.
    Knorr, F. J., Thorsheim, H. R., Harris, J. M.: Anal. Chem. 53, 821 (1981)Google Scholar
  25. 25.
    King, M. D., King, G. S.: ibid. 57, 1049 (1985)Google Scholar
  26. 26.
    Frans, S. D., McConnell, M. L., Harris, J. M.: ibid. 57, 1552 (1985)CrossRefGoogle Scholar
  27. 27.
    Lindberg, W., Öhman, J., Wold, S.: ibid. 58, 299 (1986)CrossRefGoogle Scholar
  28. 28.
    Sharaf, M. A., Kowalski, B. R.: ibid. 53, 519 (1981)Google Scholar
  29. 29.
    Osten, D. W., Kowalski, B. R.: ibid. 56, 991 (1984)CrossRefGoogle Scholar
  30. 30.
    Vandeginste, B., Essers, R., Bosman, T., Reyen, J., Kateman, G.: ibid. 57, 97 (1985)Google Scholar
  31. 31.
    McCue, M., Malinowsky, E. R.: Appl. Spectrosc. 37, 463 (1983)Google Scholar
  32. 32.
    Vandeginste, B., Derks, W., Kateman, G.: Anal. Chim. Acta 173, 253 (1985)CrossRefGoogle Scholar
  33. 33.
    Rohrschneider, L.: J. Chromatogr. 22, 6 (1966)CrossRefPubMedGoogle Scholar
  34. 34.
    McReynolds, W. O.: Gas Chromatographic Retention Data, Preston Technical Abstracts Company, Evanston, Illinois, USA 1966Google Scholar
  35. 35.
    Huber, J. F. K., Reich, G.: Anal. Chim. Acta 122, 139 (1980)CrossRefGoogle Scholar
  36. 36.
    Huber, J. F. K., Reich, G.: J. Chromatogr. 294, 15 (1984)CrossRefGoogle Scholar
  37. 37.
    McReynolds, W. O.: J. Chrom. Sci. 8, 685 (1970)Google Scholar
  38. 38.
    Fellons, R., Lafaye de Micheaux, D., Lizzani-Cuvelier, L., Luft, R.: J. Chromatogr. 213, 223 (1981)CrossRefGoogle Scholar
  39. 39.
    #: Ibid, 248, 35 (1982)Google Scholar
  40. 40.
    Fellons, R., Lizzani-Cuvelier, L., Luft, R.: Anal. Chim. Acta 154, 191 (1983)CrossRefGoogle Scholar
  41. 41.
    Smit, H. C., Duursma, R. P. J., Steigstra, H.: ibid. 133, 283 (1981)CrossRefGoogle Scholar
  42. 42.
    Annino, R.: J. Chromatogr. 14, 265 (1976)Google Scholar
  43. 43.
    Phillips, J. B.: Anal. Chem. 52, 468A (1980)Google Scholar
  44. 44.
    Annino, R., Gonnord, M. F., Guiochon, G.: ibid. 51, 379 (1979)CrossRefGoogle Scholar
  45. 45.
    Smit, H. C., Lub, T. T., Vloon, W. J.: Anal. Chim. Acta 122, 267 (1980)CrossRefGoogle Scholar
  46. 46.
    Laeven, J. M., Smit, H. C., Kraak, J. C.: ibid. 150, 253 (1983)CrossRefGoogle Scholar
  47. 47.
    Kaljurand, M., Kullik, E.: Chromatographia 11, 328 (1978)Google Scholar
  48. 48.
    Smit, H. C.: ibid. 3, 515 (1970)Google Scholar
  49. 49.
    Phillips, J. B., Lun, D., Pawliszyn, J. B.: Anal. Chem. 57, 2779 (1985)CrossRefGoogle Scholar
  50. 50.
    Valentin, J. R., Carle, G. G., Phillips, J. B.: ibid. 57, 1035 (1985)PubMedGoogle Scholar
  51. 51.
    Smit, H. C., Mars, C., Kraak, J. C.: Anal. Chim. Acta 181, 37 (1986)CrossRefGoogle Scholar
  52. 52.
    Urbas, E., Kaljurand, M., Kullik, E.: J. Anal. and Appl. Pyr. 1, 213 (1980)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag 1987

Authors and Affiliations

  • Henri Casemirus Smit
    • 1
  • Erik Jan van den Heuvel
    • 1
  1. 1.Laboratory for Analytical ChemistryUniversity of AmsterdamAmsterdamThe Netherlands

Personalised recommendations