DocumentCode
3645344
Title
Determination of the PID controller parameters for speed and position control of DC motor using Gravitational Search Algorithm
Author
Serhat Duman;Dinçer Maden;Uğur Güvenç
Author_Institution
Department of Electrical Education, Technical Education Faculty, Duzce University, Duzce, 81620, Turkey
fYear
2011
Abstract
In this paper we use a new search heuristic called Gravitational Search Algorithm (GSA) to determination of the optimal PID controller parameters in the speed and position control of a DC motor. The model of a DC motor is considered as second and third order system. Mean squared error (MSE) performance index has been used as objective function. End of the optimization process, the rise and the settling times and the overshoot are compared to those reported in the literature. To show that effectiveness of proposed method are compared with Ziegler-Nichols method in speed control of DC motor. Simulation results show the effectiveness and robustness of proposed controllers to provide the speed and position control of DC motor.
Keywords
"Position control","Velocity control","Tuning","Algorithm design and analysis","Brushless DC motors","Genetic algorithms"
Publisher
ieee
Conference_Titel
Electrical and Electronics Engineering (ELECO), 2011 7th International Conference on
Print_ISBN
978-1-4673-0160-2
Type
conf
Filename
6140159
Link To Document