On line Data Mining and Knowledge Discovery in Polymeric Composite Based Electrochromic Display Devices: Another Dimension to Information Displays

摘要

A composite of two eonducting polymers, polyaniline and polypyrrole, could result in much improved physical properties with respect to their applications in electrochromic devices. However, the composite has time dependant properties that made the use of dynamic computational algorithms necessary to control its behaviour. We used a platinum-modified electrode as an electrochromic display device, which was integrated with a pre-traincd computer for data processing and knowledge discovery. Since there is a direct relationship between the colour of the composite and its conductivity, detection of conductivity/colour has been used for prediction of pH. We have found that different parameters within the algorithms can affect the performance of modelling resulting in a more reliable device.