Soft Computing in Control (Dept Elec - III) (2181710)  

Syllabus

Sr. Topics Teaching Hours Module Weightage
1
Introduction
Introduction of fuzzy logic, Fuzzy sets, Membership functions, Fuzzification, Membership value assignment
6
12 %
2
Defuzzufication
Defuzzufication, Fuzzy Rule base, Fuzzy Inference system, Fuzzy Decision making
8
16 %
3
Fuzzy Control
Fuzzy Control, Convention control systems, Fuzzy logic control vs. PID control, Stability.
8
16 %
4
Application of fuzzy logic:
Power plants, Industrial Control, AC Induction motor control, Traffic control, water treatment system, Chilling systems, Washing machine Control, Fuzzy logic in DCS &PLC, Industrial Index motion control, Automatic generation control, power control, Automotive applications, Drying process control.
18
40 %
5
Neuro-Fuzzy systems
Neuro-Fuzzy systems, Basic of neural network, Supervise neural learning, Neurofuzzy modeling example.
8
16 %