The higher level of control system was created using the Wonderware System Platform InTouch HMI/ SCADA software, and equipped with tools used to real-time monitoring and analysing historical data creating user defined heuristic maintenance strategies defining hierarchical structure of visualized process, specifying alarms and their conditions, monitoring the failures history, as well as designing fuzzy predictive models using GA based on data history and on-line tuning the parameters of fuzzy predictors