C. Dinatale et al., MULTICOMPONENT ANALYSIS OF HEAVY-METAL CATIONS AND INORGANIC ANIONS IN LIQUIDS BY A NONSELECTIVE CHALCOGENIDE GLASS SENSOR ARRAY, Sensors and actuators. B, Chemical, 34(1-3), 1996, pp. 539-542
A first step towards a multisensor system, based on ion-selective elec
trodes, for the analysis of complex solutions is presented. An array f
ormed by chalcogenide glass electrodes has been utilized for the quant
itative analysis of solutions containing seven ionic species (heavy me
tal cations and inorganic anions). An important step in working with a
sensor array is the data analysis strategy The array data have been p
rocessed by multiple linear regression, partial least squares and arti
ficial neural network. By using neural networks the best performances
were obtained. It is worth noting that zinc and sulphate have been mea
sured although no specific sensors for these ions were present in the
array.