Abstract
The main approaches and methods of the chemometric processing of analytical signals for the quality control and identification of engine oils are considered on an example of electronic tongues based on carbon paste electrodes containing substances to be identified in the paste. The analytical characteristics of the sensors are assessed in various modes of recording voltammograms using multicomponent marker mixtures under the conditions of linear, differential, and square-wave voltammetry; the accuracy of the identification of engine oils is estimated.
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Budnikov, H.C., Evtyugin, G.A., and Maistrenko, V.N., Modifitsirovannye elektrody dlya vol’tamperometrii v khimii, biologii i meditsine (Modified Electrodes for Voltammetry in Chemistry, Biology, and Medicine), Moscow: BINOM. Laboratoriya Znanii, 2010.
Maistrenko, V.N., Evtyugin, G.A., and Sidelnikov, A.V., in Problemy analiticheskoi khimii (Problems of Analytical Chemistry), vol. 14: Khimicheskie sensory (Chemical Sensors), Vlasov, Yu.G., Ed., Moscow: Nauka, 2011.
Winquist, F., Microchim. Acta, 2008, vol. 163, nos. 1–2, p. 3.
Legin, A.V., Rudnitskaya, A.M., and Vlasov, Yu.G., in Problemy analiticheskoi khimii (Problems of Analytical Chemistry), vol. 14: Khimicheskie sensory (Chemical Sensors), Vlasov, Yu.G., Ed., Moscow: Nauka, 2011.
Bikmeev, D.M., Sidelnikov, A.V., Kudasheva, F.Kh., and Maystrenko, V.N., J. Chem. Eng., 2012, vol. 6, p. 1069.
Sidelnikov, A.V., Bikmeev, D.M., Kudasheva, F.Kh., and Maistrenko, V.N., J. Anal. Chem., 2013, vol. 68, no. 2, p. 140.
Bikmeev, D.M., Sidelnikov, A.V., Kudasheva, F.Kh., and Maistrenko, V.N., Zavod. Lab., Diagn. Mater., 2013, vol. 79, no. 4, p. 17.
Rodionova, O.E. and Pomerantsev, A.L., Usp. Khim., 2006, vol. 75, no. 4, p. 302.
Esbensen, K.H., Multivariate Data Analysis-in Practice. An Introduction to Multivariate Data Analysis and Experimental Design, Oslo: CAMO, 2001, 5th ed.
Brereton, R.G., Chemometrics: Data Analysis for the Laboratory and Chemical Plant, Chichester: Wiley, 2003.
Pomerantsev, A., Khemometrika v Excel: uchebnoe posobie (Chemometrics in Excel: A Textbook), Tomsk: Tomsk. Politekh. Univ., 2014.
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Original Russian Text © D.M. Bikmeev, A.V. Sidelnikov, F.Kh. Kudasheva, V.N. Maistrenko, 2015, published in Zhurna Analiticheskoi Khimii, 2015, Vol. 70, No. 6, pp. 624–630.
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Bikmeev, D.M., Sidelnikov, A.V., Kudasheva, F.K. et al. Development of chemometric methods for signal processing in voltammetric systems of the electronic tongue type. J Anal Chem 70, 718–724 (2015). https://doi.org/10.1134/S1061934815060052
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DOI: https://doi.org/10.1134/S1061934815060052