The Influence of the Diffusion Module to Determination of two Substrate Concentrations by Artificial Neural Network
Volume 3, Issue 2 (2015): Special Issue for Computer Days 2015, pp. 445–453
Pub. online: 24 September 2015
Type: Article
Open Access
Received
1 August 2015
1 August 2015
Accepted
10 September 2015
10 September 2015
Published
24 September 2015
24 September 2015
Abstract
The essential part of amperometric biosensor is an enzyme. It should be selective, i.e., react only with certain substrate. The selectivity of enzyme reduces the set of possible to use enzymes. This paper demonstrates that non selective enzymes (reacting with two substrates) can be used to determine concentrations of two substrates. For this purpose the steady-state current of two double biosensors was measured. The currents were used as input for an artificial neural network to determine concentrations of the substrates. The proposed approach was approved as the relative error of determined concentrations was relatively small. Paper analyses the influence of biosensor parameters to error values. The recommendations to error values minimisation were obtained.