In this paper two computational intelligence methods are considered. In the first one the Neural Network based Controller with combination of Genetic Algorithm network structure optimization is presented. In the second example fuzzy logic control system is developed and implemented on industrial heating plant. Obtained knowledge considered as a part of the modular ICS (Intelligent Control System) software.