This chapter presents the fundamentals of intelligent control simulation using MATLABÂ®/Simulink. Modeling and simulation of a fuzzy logic based PI controller, neural network based Park's transformation, signal measurement using Kalman filter, and a genetic algorithm optimized PID controller are discussed.