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International Journal of Electrochemistry
Volume 2012 (2012), Article ID 986025, 11 pages
http://dx.doi.org/10.1155/2012/986025
Review Article

Sensor Arrays and Electronic Tongue Systems

Sensores y Biosensores del Grupo, Departamento de Química, Universitat Autonoma de Barcelona, Bellaterra, 08193 Barcelona, Spain

Received 1 September 2011; Accepted 11 October 2011

Academic Editor: Thiago R. L. C. Paixão

Copyright © 2012 Manel del Valle. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. M. del Valle, “Electronic tongues employing electrochemical sensors,” Electroanalysis, vol. 22, no. 14, pp. 1539–1555, 2010. View at Publisher · View at Google Scholar · View at Scopus
  2. P. Ciosek and W. Wroblewski, “Sensor arrays for liquid sensing—electronic tongue systems,” Analyst, vol. 132, no. 10, pp. 963–978, 2007. View at Publisher · View at Google Scholar · View at Scopus
  3. L. Escuder-Gilabert and M. Peris, “Review: highlights in recent applications of electronic tongues in food analysis,” Analytica Chimica Acta, vol. 665, no. 1, pp. 15–25, 2010. View at Publisher · View at Google Scholar · View at Scopus
  4. A. Riul Jr., C. A. R. Dantas, C. M. Miyazaki, and O. N. Oliveira, “Recent advances in electronic tongues,” Analyst, vol. 135, no. 10, pp. 2481–2495, 2010. View at Publisher · View at Google Scholar · View at Scopus
  5. J. Zeravik, A. Hlavacek, K. Lacina, and P. Skladal, “State of the art in the field of electronic and bioelectronic tongues—towards the analysis of wines,” Electroanalysis, vol. 21, no. 23, pp. 2509–2520, 2009. View at Publisher · View at Google Scholar · View at Scopus
  6. M. del Valle, “Potentiometric electronic tongues applied in ion multidetermination,” in Electrochemical Sensor Analysis, S. Alegret and A. Merkoçi, Eds., pp. 721–753, Elsevier, Amsterdam, The Netherlands, 2007.
  7. M. Holmberg, M. Eriksson, C. Krantz-Rülcker et al., “2nd workshop of the second network on artificial olfactory sensing (NOSE II),” Sensors and Actuators, B, vol. 101, no. 1-2, pp. 213–223, 2004. View at Publisher · View at Google Scholar · View at Scopus
  8. Y. Vlasov, A. Legin, A. Rudnitskaya, C. Di Natale, and A. D'Amico, “Nonspecific sensor arrays (“electronic tongue”) for chemical analysis of liquids: (IUPAC technical report),” Pure and Applied Chemistry, vol. 77, no. 11, pp. 1965–1983, 2005. View at Publisher · View at Google Scholar · View at Scopus
  9. B. K. Lavine and J. Workman, “Chemometrics,” Analytical Chemistry, vol. 74, no. 12, pp. 2763–2769, 2002. View at Publisher · View at Google Scholar · View at Scopus
  10. F. Despagne, “Neural networks in multivariate calibration,” Analyst, vol. 123, no. 11, pp. R157–R178, 1998. View at Scopus
  11. J. Gallardo, S. Alegret, and M. del Valle, “Application of a potentiometric electronic tongue as a classification tool in food analysis,” Talanta, vol. 66, no. 5, pp. 1303–1309, 2005. View at Publisher · View at Google Scholar · View at Scopus
  12. J. Gallardo, S. Alegret, R. Muñoz et al., “An electronic tongue using potentiometric all-solid-state PVC-membrane sensors for the simultaneous quantification of ammonium and potassium ions in water,” Analytical and Bioanalytical Chemistry, vol. 377, no. 2, pp. 248–256, 2003. View at Publisher · View at Google Scholar · View at Scopus
  13. J. Gallardo, S. Alegret, R. Munoz, L. Leija, P. R. Hernandez, and M. del Valle, “Use of an electronic tongue based on all-solid-state potentiometric sensors for the quantitation of alkaline ions,” Electroanalysis, vol. 17, no. 4, pp. 348–355, 2005. View at Publisher · View at Google Scholar · View at Scopus
  14. M. Gutierrez, S. Alegret, R. Caceres, J. Casadesús, O. Marfà, and M. del Valle, “Application of a potentiometric electronic tongue to fertigation strategy in greenhouse cultivation,” Computers and Electronics in Agriculture, vol. 57, no. 1, pp. 12–22, 2007. View at Publisher · View at Google Scholar · View at Scopus
  15. M. Gutierrez, S. Alegret, and M. del Valle, “Potentiometric bioelectronic tongue for the analysis of urea and alkaline ions in clinical samples,” Biosensors and Bioelectronics, vol. 22, no. 9-10, pp. 2171–2178, 2007. View at Publisher · View at Google Scholar · View at Scopus
  16. A. Gutés, F. Céspedes, and M. del Valle, “Electronic tongues in flow analysis,” Analytica Chimica Acta, vol. 600, no. 1-2, pp. 90–96, 2007. View at Publisher · View at Google Scholar · View at Scopus
  17. J. Gallardo, S. Alegret, and M. del Valle, “A flow-injection electronic tongue based on potentiometric sensors for the determination of nitrate in the presence of chloride,” Sensors and Actuators, B, vol. 101, no. 1-2, pp. 72–80, 2004. View at Publisher · View at Google Scholar · View at Scopus
  18. A. Gutes, F. Cespedes, S. Alegret, and M. del Valle, “Sequential injection system with higher dimensional electrochemical sensor signals: part 1. Voltammetric e-tongue for the determination of oxidizable compounds,” Talanta, vol. 66, no. 5, pp. 1187–1196, 2005. View at Publisher · View at Google Scholar · View at Scopus
  19. M. Cortina, A. Gutes, S. Alegret, and M. del Valle, “Sequential injection system with higher dimensional electrochemical sensor signals: part 2. Potentiometric e-tongue for the determination of alkaline ions,” Talanta, vol. 66, no. 5, pp. 1197–1206, 2005. View at Publisher · View at Google Scholar · View at Scopus
  20. D. Calvo, M. Größl, M. Cortina, and M. del Valle, “Automated SIA system using an array of potentiometric sensors for determining alkaline-earth ions in water,” Electroanalysis, vol. 19, no. 6, pp. 644–651, 2007. View at Publisher · View at Google Scholar · View at Scopus
  21. D. Calvo, A. Duran, and M. del Valle, “Use of sequential injection analysis to construct an electronic-tongue. Application to multidetermination employing the transient response of a potentiometric sensor array,” Analytica Chimica Acta, vol. 600, no. 1-2, pp. 97–104, 2007. View at Publisher · View at Google Scholar · View at Scopus
  22. M. Cortina, A. Duran, S. Alegret, and M. del Valle, “A sequential injection electronic tongue employing the transient response from potentiometric sensors for anion multidetermination,” Analytical and Bioanalytical Chemistry, vol. 385, no. 7, pp. 1186–1194, 2006. View at Publisher · View at Google Scholar · View at Scopus
  23. A. Gutes, D. Calvo, F. Cespedes, and M. del Valle, “Automatic sequential injection analysis electronic tongue with integrated reference electrode for the determination of ascorbic acid, uric acid and paracetamol,” Microchimica Acta, vol. 157, no. 1-2, pp. 1–6, 2007. View at Publisher · View at Google Scholar · View at Scopus
  24. A. Gutes, F. Cespedes, M. del Valle, D. Louthander, C. Krantz-Rülcker, and F. Winquist, “A flow injection voltammetric electronic tongue applied to paper mill industrial waters,” Sensors and Actuators, B, vol. 115, no. 1, pp. 390–395, 2006. View at Publisher · View at Google Scholar · View at Scopus
  25. J. M. Gutierrez, L. Moreno-Baron, M. I. Pividori, S. Alegret, and M. del Valle, “A voltammetric electronic tongue made of modified epoxy-graphite electrodes for the qualitative analysis of wine,” Microchimica Acta, vol. 169, no. 3, pp. 261–268, 2010. View at Publisher · View at Google Scholar · View at Scopus
  26. X. Ceto, J. M. Gutierrez, L. Moreno-Baron, S. Alegret, and M. del Valle, “Voltammetric electronic tongue in the analysis of cava wines,” Electroanalysis, vol. 23, no. 1, pp. 72–78, 2011. View at Publisher · View at Google Scholar · View at Scopus
  27. A. Gutes, A. B. Ibañez, F. Cespedes, S. Alegret, and M. del Valle, “Simultaneous determination of phenolic compounds by means of an automated voltammetric "electronic tongue",” Analytical and Bioanalytical Chemistry, vol. 382, no. 2, pp. 471–476, 2005. View at Publisher · View at Google Scholar · View at Scopus
  28. G. Valdes-Ramírez, M. Gutierrez, M. del Valle, M. T. Ramírez-Silva, D. Fournier, and J. L. Marty, “Automated resolution of dichlorvos and methylparaoxon pesticide mixtures employing a Flow Injection system with an inhibition electronic tongue,” Biosensors and Bioelectronics, vol. 24, no. 5, pp. 1103–1108, 2009. View at Publisher · View at Google Scholar · View at Scopus
  29. M. del Valle, “Electrochemical micro(bio)sensor arrays,” Microchimica Acta, vol. 163, no. 1-2, pp. 1–2, 2008. View at Publisher · View at Google Scholar · View at Scopus
  30. Y. Vlasov, A. Legin, and A. Rudnitskaya, “Cross-sensitivity evaluation of chemical sensors for electronic tongue: determination of heavy metal ions,” Sensors and Actuators, B, vol. 44, no. 1-3, pp. 532–537, 1997. View at Scopus
  31. L. Moreno, A. Merlos, N. Abramova, C. Jimenez, and A. Bratov, “Multi-sensor array used as an “electronic tongue” for mineral water analysis,” Sensors and Actuators, B, vol. 116, no. 1-2, pp. 130–134, 2006. View at Publisher · View at Google Scholar · View at Scopus
  32. C. Krantz-Rülcker, M. Stenberg, F. Winquist, and I. Lundström, “Electronic tongues for environmental monitoring based on sensor arrays and pattern recognition: a review,” Analytica Chimica Acta, vol. 426, no. 2, pp. 217–226, 2001. View at Publisher · View at Google Scholar · View at Scopus
  33. M. Ferreira, A. Riul Jr., K. Wohnrath, F. J. Fonseca, O. N. Oliveira Jr., and L. H. C. Mattoso, “High-performance taste sensor made from Langmuir-Blodgett films of conducting polymers and a ruthenium complex,” Analytical Chemistry, vol. 75, no. 4, pp. 953–955, 2003. View at Publisher · View at Google Scholar · View at Scopus
  34. J. J. Lavigne, S. Savoy, M. B. Clevenger et al., “Solution-based analysis of multiple analytes by a sensor array: toward the development of an “electronic tongue”,” Journal of the American Chemical Society, vol. 120, no. 25, pp. 6429–6430, 1998. View at Publisher · View at Google Scholar · View at Scopus
  35. G. Sehra, M. Cole, and J. W. Gardner, “Miniature taste sensing system based on dual SH-SAW sensor device: an electronic tongue,” Sensors and Actuators, B, vol. 103, no. 1-2, pp. 233–239, 2004. View at Publisher · View at Google Scholar · View at Scopus