Title :
Speed control of induction motor using fuzzy-PI controller
Author_Institution :
Appl. Electron. & Instrum., Manav Rachna Coll. of Eng., Faridabad, India
Abstract :
Induction motor is the most used in industry because of its high robustness, reliability, low cost, high efficiency and good self starting capability. In spite of this popularity, the induction motor has two inherent limitations: (1) the standard motor is not a true constant-speed machine, its full-load slip varies less than 1% (in high-horsepower motors). And (2) it is not inherently capable of providing variable-speed operation. These limitations are now solved through the use of smart motor controllers and adjustable speed controllers. fuzzy logic has met a growing interest in many motor control applications due to its non-linearities handling features and independence of the plant modeling. The fuzzy controller (FLC) relies on a set of linguistic if-then rules, like a human operator. This paper presents a rule-based Mamdani type fuzzy logic controller applied to closed loop Induction Motor model. The motor model is designed and membership functions are chosen according to the parameters of the motor model. The results obtained in Simulation. The results obtained in the simulation are interesting, considering the presence of strong non-linearities in the IM Model. A conventional PI controller is compared practically to fuzzy logic controller using Simulink.
Keywords :
PI control; angular velocity control; closed loop systems; fuzzy control; induction motors; machine control; reliability; robust control; FLC; Simulink; adjustable speed controllers; closed loop induction motor model; fuzzy-PI controller; membership functions; motor reliability; motor robustness; rule-based Mamdani type fuzzy logic controller; self starting capability; smart motor controllers; Computational modeling; Computer architecture; Converters; Optimization; RNA; Variable speed drives; Fuzzy Logic Controller; Induction Motor; PID Controller; Simulink;
Conference_Titel :
Mechanical and Electronics Engineering (ICMEE), 2010 2nd International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4244-7479-0
Electronic_ISBN :
978-1-4244-7481-3
DOI :
10.1109/ICMEE.2010.5558463