Overview of conventional control systems design. Introduction to Fuzzy control systems. General Fuzzy systems: Linguistic variables, values and rules. Fuzzy Sets, Fuzzy Logic and the Rule-Base. Fuzzification, and Defuzzification processes. Mathematical representation of Fuzzy systems. Takagi-Sugeno Fuzzy systems. Simulation and case studies of fuzzy control systems. Introduction to Fuzzy identification and estimation.