Contamination in water supplies can occur and it results in the distribution of inappropriate water, affecting greatly the community well-being. Monitoring water utilities is key to avoiding possible health problems from this scenario. A conventional parameter to evaluate the quality of water is the concentration of Escherichia coli, a bacteria commonly present in sewage. Nowadays, the standard procedures for the counting of such micro-organisms are reliable but very laborious and time-consuming. Therefore they are not suitable for the demands of fast evaluation, which is necessary to circumvent any potential distribution of contaminated water. This masters thesis proposes to improve and automate the operation of a sensor system developed b...