Potentiometric electronic tongues for foodstuff and biosample recognition-an overview

Sensors

Volumn 11, Issue 5, 2011, Pages 4688-4701

  Ciosek, Patrycja ^a   Wróblewski, Wojciech ^a  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Artificial neural networks; Electronic tongue; Ion selective electrodes; Partial least squares; Principal components analysis; Sensor array

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; ELECTRODE; ELECTRONICS; GENETIC PROCEDURES; INSTRUMENTATION; METHODOLOGY; POTENTIOMETRY; PRINCIPAL COMPONENT ANALYSIS;

BIOSENSING TECHNIQUES; ELECTRODES; ELECTRONICS; NEURAL NETWORKS (COMPUTER); POTENTIOMETRY; PRINCIPAL COMPONENT ANALYSIS;

EID: 79957722555     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s110504688     Document Type: Article

References (45)

1. Ciosek, P.; Wróblewski, W. Sensor arrays for liquid sensing-Electronic tongue systems. Analyst 2007, 132, 963-978.
2. Bratov, A.; Abramova, N.; Ipatov, A. Recent trends in potentiometric sensor arrays-A review. Anal. Chim. Acta 2010, 678, 149-159.
3. Riul A., Jr.; Dantas, C.A.R.; Miyazaki, C.M.; Oliveira O.N., Jr. Recent advances in electronic tongues. Analyst 2010, 135, 2481-2495.
4. Woertz, K.; Tissen, C.; Kleinebudde, P.; Breitkreutz, J. Taste sensing systems (electronic tongues) for pharmaceutical applications. Int. J. Pharm. 2011, in press.
5. Escuder-Gilabert, L.; Peris, M. Review: Highlights in recent applications of electronic tongues in food analysis. Anal. Chim. Acta 2010, 665, 15-25.
6. del Valle, M. Electronic tongues employing electrochemical sensors. Electroanalysis 2010, 22, 1539-1555.
7. Rudnitskaya, A.; Legin, A. Sensor systems, electronic tongues and electronic noses, for the monitoring of biotechnological processes. J. Microbiol. Biotechnol. 2008, 35, 443-451.
8. Winquist, F. Voltammetric electronic tongues-Basic principles and applications. Microchim. Acta 2008, 163, 3-10.
9. Cetó, X.; Gutiérrez, J.M.; Moreno-Barón, L.; Alegret, S.; Del Valle, M. Voltammetric electronic tongue in the analysis of cava wines. Electroanalysis 2011, 23, 72-78.
10. Parra, V.; Arrieta, A.; Fernández-Escudero, J.A.; Rodríguez-Méndez, M.L.; de Saja, J.A. Electronic tongue based on chemically modified electrodes and voltammetry for the detection of adulterations in wines. Sens. Actuat. B 2006, 118, 448-453.
11. Apetrei, C.; Rodríguez-Méndez, M.L.; de Saja, J.A. Modified carbon paste electrodes for the discrimination of vegetable oils. Sens. Actuat. B 2005, 111-112, 403-409.
12. Vlasov, Y.G.; Ermolenko, Y.E.; Legin, A.V.; Rudnitskaya, A.M.; Kolodnikov, V.V. Chemical sensors and their systems. J. Anal. Chem. 2010, 65, 890-898.
13. Pioggia, G.; Di Francesco, F.; Marchetti, A.; Ferro, M.; Ahluwalia, A. A composite sensor array impedentiometric electronic tongue-Part I. Characterization. Biosens. Bioelectron. 2007, 22, 2618-2623.
14. Cortina-Puig, M.; Munoz-Berbel, X.; Alonso-Lomillo, M.A.; Munoz-Pascual, F.J.; del Valle, M. EIS multianalyte sensing with an automated SIA system-An electronic tongue employing the impedimetric signal. Talanta 2007, 72, 774-779.
15. Collins, B.E.; Anslyn, E.V. Pattern-based peptide recognition. Chem. Eur. J. 2007, 13, 4700-4708.
16. Gutiérrez, M.; Alegret, S.; del Valle, M. Bioelectronic tongue for the simultaneous determination of urea, creatinine and alkaline ions in clinical samples. Biosens. Bioelectron. 2008, 23, 795-802.
17. Codinachs L.M.I.; Kloock, J.P.; Schoning, M.J.; Baldi, A.; Ipatov, A.; Bratov, A.; Jimenez-Jorquera, C. Electronic integrated multisensor tongue applied to grape juice and wine analysis. Analyst 2008, 133, 1440-1448.
18. Ciosek, P.; Brzózka, Z.; Wróblewski, W. Classification of beverages using a reduced sensor array. Sens. Actuat. B 2004, 103, 76-83.
19. Ciosek, P.; Wróblewski, W. Performance of selective and partially selective sensors in the recognition of beverages. Talanta 2007, 71, 738-746.
20. Ciosek, P.; Augustyniak, E.; Wróblewski, W. Polymeric membrane ion-selective and cross-sensitive electrodes-based electronic tongue for qualitative analysis of beverages. Analyst 2004, 129, 639-644.
21. Gutes A.; Cespedes, F.; del Valle, M. Electronic tongues in flow analysis. Anal. Chim. Acta 2007, 600, 90-96.
22. Ciosek, P.; Chudy, M.; Górski, L.; Grabowska, I.; Grygolowicz-Pawlak, E.; Malinowska, E.; Wróblewski, W. Potentiometric studies and various applications of solid state electrodes based on silicon and epoxy glass structures-An overview. Electroanalysis 2009, 21, 1895-1905.
23. Ciosek, P.; Wróblewski, W. The recognition of beer with flow-through sensor array based on miniaturized solid-state electrodes. Talanta 2006, 69, 1156-1161.
24. Ciosek, P.; Brzózka, Z.; Wróblewski, W. Electronic tongue for flow-through analysis of beverages. Sens. Actuat. B 2006, 118, 454-460.
25. Ciosek, P.; Brudzewski, K.; Wróblewski, W. Milk classification by means of an electronic tongue and SVM neural network. Meas. Sci. Technol. 2006, 17, 1379-1384.
26. Markiewicz, J.; Taff, J.; Wysocki, B.; Wróblewski, W. Modular Flow-Through Cell of the Ion-Selective Electrode for Water Quality Monitoring. Polish Patent 384364, 21 July 2008.
27. Mimendia, A.; Gutierrez, J.M.; Opalski, L.; Ciosek, P.; Wróblewski, W.; del Valle, M. SIA System employing the transient response from a potentiometric sensor array-Correction of a saline matrix effect. Talanta 2010, 82, 931-938.
28. Buczkowska, A.; Witkowska, E.; Górski, L.; Zamojska, A.; Szewczyk, K.W.; Wróblewski, W.; Ciosek, P. The monitoring of methane fermentation in sequencing batch bioreactor with flow-through array of miniaturized solid state electrodes. Talanta 2010, 81, 1387-1392.
29. Witkowska, E.; Buczkowska, A.; Zamojska, A.; Szewczyk, K.W.; Ciosek, P. Monitoring of periodic anaerobic digestion with flow-through array of miniaturized ion selective electrodes. Bioelectrochemistry 2010, 80, 87-93.
30. Gutierrez, M.; Moo, V.M.; Alegret, S.; Leija, L.; Hernandez, P.R.; Munoz, R.; del Valle, M. Electronic tongue for the determination of alkaline ions using a screen-printed potentiometric sensor array. Microchim. Acta 2008, 163, 81-88.
31. Dias, L.A.; Peres, A.M.; Vilas-Boas, M.; Rocha, M.A.; Estevinho, L.; Machado, A.A.S.C. An electronic tongue for honey classification. Microchim. Acta 2008, 163, 97-102.
32. Chudy, M.; Grabowska, I.; Ciosek, P.; Filipowicz-Szymanska, A.; Stadnik, D.; Wyzkiewicz, I.; Jedrych, E.; Juchniewicz, M.; Skolimowski, M.; Ziolkowska, K.; Kwapiszewski, R. Miniaturized tools and devices for bioanalytical applications: An overview. Anal. Bioanal. Chem. 2009, 395, 647-668.
33. Toczylowska-Maminska, R.; Ciosek, P.; Ciok, K.; Wróblewski, W. Development of the miniaturised electrochemicall cell integrated on epoxy-glass laminate. Microchim. Acta 2008, 163, 89-95.
34. Ciosek, P.; Maminska, R.; Dybko, A.; Wróblewski, W. Potentiometric electronic tongue based on integrated array of microelectrodes. Sens. Actuat. B 2007, 127, 8-14.
35. Ciosek, P.; Wróblewski, W. Miniaturized electronic tongue with an integrated reference microelectrode for the recognition of milk samples. Talanta 2008, 76, 548-556.
36. Ciosek, P.; Kraszewska, Z.; Wróblewski, W. Polyurethane membranes used in integrated electronic tongue for the recognition of tea and herbal products. Electroanalysis 2009, 21, 2036-2043.
37. Ciosek, P.; Zawadzki, K.; Stadnik, D.; Bembnowicz, P.; Golonka, L.; Wróblewski, W. Microelectrode array fabricated in low temperature cofired ceramic (LTCC) technology, J. Solid State Electrochem. 2009, 13, 129-135.
38. Ciosek, P.; Zawadzki, K.; Lopacinska, J.; Skolimowski, M.; Bembnowicz, P.; Golonka, L.J.; Brzózka, Z.; Wróblewski, W. Monitoring of cell cultures with LTCC microelectrode array. Anal. Bioanal. Chem. 2009, 393, 2029-2038.
39. Ciosek, P.; Grabowska, I.; Brzózka, Z.; Wróblewski, W. The analysis of dialysate fluids with the use of potentiometric electronic tongue. Microchim. Acta 2008, 163, 139-145.
40. Ciosek, P.; Sobanski, T.; Augustyniak, E.; Wróblewski, W. ISE-based sensor array for classification of foodstuffs. Meas. Sci. Technol. 2006, 17, 6-11.
41. Ciosek, P.; Wróblewski, W. The analysis of sensor array data with various pattern recognition techniques. Sens. Actuat. B 2006, 114, 85-93.
42. Ciosek, P.; Brzózka, Z.; Wróblewski, W.; Martinelli, E.; Di Natale, C.; D'Amico, A. Direct and two stage data analysis procedures based on PCA, PLS-DA and ANN for ISE-based electronic tongue-Effect of supervised feature extraction. Talanta 2005, 67, 590-596.
43. Ciosek, P.; Buczkowska, A.; Witkowska, E.; Zamojska, A.; Szewczyk, K.; Wróblewski, W. Miniaturized Flow-Through Sensor Array for Methane Fermentation Monitoring. In Proceedings of IEEE Sensors, Christchurch, New Zealand, October 25-28, 2009; pp. 1502-1505.
44. Ciosek, P.; Pokorska, B.; Romanowska, E.; Wróblewski, W. The recognition of growth conditions and metabolic type of plants by a potentiometric electronic tongue. Electroanalysis 2006, 18, 1266-1272.
45. Janczyk, M.; Kutyla, A.; Sollohub, K.; Wosicka, H.; Cal, K.; Ciosek, P. Electronic tongue for the detection of taste-masking microencapsulation of active pharmaceutical substances. Bioelectrochemistry 2010, 80, 94-98.