On-line automated analytical signal diagnosis in sequential injection analysis systems using artificial neural networks

Analytica Chimica Acta

Volumn 348, Issue 1-3, 1997, Pages 113-127

  Ruisanchez I ^a   Lozano, J ^a   Larrechi, M S ^a   Rius, F X ^a   Zupan, J ^b  

^a UNIVERSITAT ROVIRA I VIRGILI   (Spain)

^b NATIONAL INSTITUTE OF CHEMISTRY   (Slovenia)

Author keywords

Counter propagation neural network; Diagnosis; Sequential flow injection

Indexed keywords

CALCIUM; MAGNESIUM;

ARTIFICIAL NEURAL NETWORK; CALIBRATION; CONFERENCE PAPER; DIAGNOSTIC ERROR; EXPERT SYSTEM; FEEDBACK SYSTEM; PRIORITY JOURNAL; SPECTROPHOTOMETRY; TECHNIQUE; WATER ANALYSIS;

EID: 0343036254     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0003-2670(97)00147-5     Document Type: Conference Paper

References (34)

1. J. Ruzicka, G.D. Marshall and G.D. Christian, Anal. Chem., 62 (1990) 1861.
2. J. Ruzicka and T. Gubeli, Anal. Chem., 63 (1991) 1680.
3. T. Gubeli and J. Ruzicka, Anal. Chem., 63 (1991) 2407.
4. S. Chung, G.D. Christian and J. Ruzicka, Proc. Control Qual., 3(1-4) (1991) 115.
5. H. Martens and T. Naes, Multivariate Calibration, John Wiley, New York, 1989.
6. P.J. Rousseuw and A.M. Leroy, Robust Regression and Outlier Detection, John Wiley, New York, 1987.
7. L. Buydens, D.L. Massart and P.K. Hopke, Chem. Intell. Lab. Syst., 3 (1988) 199.
8. X. Wu and K.H. Bellgardt, Anal. Chim. Acta, 313 (1995) 161.
9. J.V. Kresta, J.F. MacGregor and T.E. Marlin, J. Chem. Eng., 69(1) (1991) 35.
10. B.M. Wise, D.J. Veltkamp, B. Davis, N.L. Ricker and B.R. Kowalski, Proc. Symp. Wastenage, 2 (1986) 811.
11. B.M. Wise and N.L. Ricker, AIChE Symp. Ser., 85 (1989) 19.
12. J.C. Hoskins, K.M. Kaliyur and D.M. Himmelblau, AIChE J., 37 (1991) 137.
13. Y. Hsu and C. Yu, Ind. Eng. Chem. Res., 31 (1992) 1937.
14. K. Watanabe, I. Matsuura, M. Abe, M. Kubota and D.M. Himmelblau, AIChE J., 5(11) (1989) 1803.
15. W.R. Brecaft and P.L. Lee, Computers Chem. Engeng., 17(10) (1993) 1001.
16. V. Venkatasubramanian and K. Chan, AIChE J., 35(11) (1989) 1993.
17. M. Hartnett, D. Diamond and P.G. Barker, Analyst, 118 (1993) 347.
18. M. Tusar and J. Zupan, Neural networks, in J. Gasteiger (Ed.), Software Developments in Chemistry, Springer, Berlin, 1990.
19. J. Zupan and J. Garteiger, Neural Networks for Chemists. An Introduction, VCH, Weinheimen, 1993.
20. R.P. Lippman, IEEE ASSP Magazine, 4(1987) 4.
21. A.E. Lucas and J. Kittler, In Proc. First Instl. Conf. on Artificial Neural Networks, IEE, (1989) 313.
22. P.A. Devijver and J. Kittler, Pattern recognition: A Statistical Approach. Prentice Hall, Englewood Cliffs, New.York, 1982.
23. P.A. Jansson, Anal. Chem., 63 (1991) 357A.
24. J. Zupan and J. Gasteiger, J. Anal. Chim. Acta, 248 (1991) 1.
25. J. Gasteiger and J. Zupan, Angew. Chem. Int. Ed. Engl., 32 (1993) 503.
26. J. Zupan, Program K-CTR for Kohonen and Counter-propagation ANNs. Report-KI DN-1452, 1994.
27. I. Ruisánchez, A. Rius, M.S. Larrechi, M.P. Callao and F.X. Rius, Chem Intell. Syst., 24 (1994) 53.
28. T. Kohonen, Biol. Cybern., 43 (1982) 59.
29. T. Kohonen, Neural Networks, 1 (1988) 3.
30. J. Dayhoff, Neural Network Architectures, An Introduction, Van Nostrand Reinhold, New York, 1990.
31. R. Hecht-Nielsen, Proc. IEEE First Int. conf. Neural Networks, II(1987) 19.
32. R. Hecht-Nielsen, Neural Networks, I(1988) 131.
33. A. Rius, M.P. Callao and F.X. Rius, Anal. Chim. Acta, 316 (1995) 27.
34. M. Blanco, J. Coello, J. Gené, H. Iturriaga and S. Maspoch, Anal. Chim. Acta, 212 (1988) 291.