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Multiway Processing of Data Generated with a Potentiometric Electronic Tongue in a SIA System

Authors

  • Raul Cartas,

    1. Sensors and Biosensors Group, Chemistry Dept., Universitat Autònoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain tel. ++34-93-5811017, fax ++34-93-5812379
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  • Aitor Mimendia,

    1. Sensors and Biosensors Group, Chemistry Dept., Universitat Autònoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain tel. ++34-93-5811017, fax ++34-93-5812379
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  • Andrey Legin,

    1. Chemistry Dept, St. Petersburg University, Universitetskaya nab. 7/9, 199034 St. Petersburg, Russia
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  • Manel del Valle

    Corresponding author
    1. Sensors and Biosensors Group, Chemistry Dept., Universitat Autònoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain tel. ++34-93-5811017, fax ++34-93-5812379
    • Sensors and Biosensors Group, Chemistry Dept., Universitat Autònoma de Barcelona, Edifici Cn, 08193 Bellaterra, Barcelona, Spain tel. ++34-93-5811017, fax ++34-93-5812379
    Search for more papers by this author

Abstract

In this work a potentiometric electronic tongue based on an array of three Ion Selective Electrodes (ISEs) as sensor elements and multiway partial least squares (N-PLS2) regression method as processing tool has been developed for simultaneous quantification of Cd2+, Cu2+ and Pb2+ in aqueous solution mixtures. The sensor array was formed by two chalcogenide glass sensors selective to Cd2+ and Cu2+ plus one PVC membrane sensor selective to Pb2+. Preparation, measurement and injection of samples in a step profile were performed by an automated SIA system. Concentration range covered was 1.05 µM to 29.8 µM for Cd2+, 0.05 µM to 1.5 µM for Cu2+ and 0.55 µM to 14.7 µM for Pb2+. Potentiometric recordings were arranged into a three-way array and treated by N-PLS2 regression method to obtain the calibration model. Prediction ability yielded RMSE values as low as 4.20±0.37 µM, 0.094±0.007 µM and 0.915±0.006 µM, and correlation coefficients from linear regression analysis of 0.82±0.038, 0.97±0.005 and 0.97±0.004 for Cd2+, Cu2+ and Pb2+, respectively.

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