DOIONLINE 
DOIONLINE Publish In |
International Journal of Industrial Electronics and Electrical Engineering (IJIEEE)-IJIEEE |
 Journal Home Volume Issue |
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Issue |
Volume-8,Issue-1 ( Jan, 2020 ) | |||||||||
Paper Title |
Speed Control of DC Motor using MRAC and Genetic Algorithm based PID Controller | |||||||||
Author Name |
Ibrahim K. Mohammed, Abdulla I. Abdulla, Jamal M. Ahmed | |||||||||
Affilition |
Systems and Control Engineering Department, College of Electronics Engineering, Ninevah University, Mosul Iraq | |||||||||
Pages |
1-6 | |||||||||
Abstract |
In this study, model reference adaptive control(MRAC) using MIT rule and proportional integral derivative (PID) controllers are used to control speed for current controlled DC motor system. The plant of the system is modeled mathematically and MRAC and proportinal integral derivative (PID) controllers are designed and simulated using Matlab/Simulink tool. In this application, genetic algorithm (GA) optimization method is employed to obtain best values for PID gain parameters. The time response of MRAC and GAPID controllers is presented and then compared based on the standard control criteria which includes rising time, settling time, overshoot and steady-state error parameters. Finally, simulation results reveal that the PID controller based on GA optimization method can be employed to synthesis an efficient speed control scheme for DC motor. Keywords - Model Reference Adaptive Control, Genetic Algorithm, Proportional Integral Derivative, Optimization Method. | |||||||||
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