OBJECTIVE:To impart a knowledge of fundementals of fuzzy systems and their applications to Electric systems.
Different faces of imprecision - inexactness,Ambiguity,Undecidebility,Fuzzyness and certainity,Fuzzy sets and crisp sets,Probability and fuzzy logic,Fuzzy control and knowledge based systems.
Impressive concepts,Fuzzyness and imprecision,Properties of fuzzy sets,Fuzzy rpresentation ,Conventional set operations, Intersection of Fuzzy sets,Union of fuzzy sets,the complement of fuzzy sets.
Linguistic variables,Fuzzy propositions, Fuzzy compositional rules of inference-the-Min-Max rules implications and fuzzy additive rules of implication, Methods of decompositions and defuzzyfication-composite moments,composite maximum average of maximum values and centre of maximums.
Direct and Indirect methods with single and multiple experts,Construction from sample data-Least square method,adaptive fuzzy controllers-membership function tuning using gradient decent.
Fuzzy controllers-a fuzzy steam turbine controller,DC motor speed control.Fuzzy decisions making ,neuro fuzzy systems ,fuzzy genetic algorithms.
