DocumentCode :
3725675
Title :
Tuning of PID controller for position control of DC servo motor using Luus-Jaakola Optimization
Author :
N. S. Rathore;D. P. S. Chauhan;V. P. Singh
Author_Institution :
Electrical Engineering Department, NIT Raipur Raipur, India
fYear :
2015
Firstpage :
1
Lastpage :
5
Abstract :
This paper presents an efficient and fast tuning method of controller parameters for position control of DC servo motor. A control scheme for PID controller tuning is proposed here which is based on Luus-Jaakola Optimization. Luus-Jaakola optimization procedure is used to optimize large scale nonlinear optimization problems. The tuning of PID controllers is accomplished by minimizing the Integral-Square-Error (ISE). The ISE is minimized using the Luus-Jaakola (LJ) optimization algorithm. LJ optimization procedure is a simple, yet powerful method for optimization available in literature. The results of PID control using LJ method are compared with the Ziegler-Nichol´s (ZN) tuning. The simulation results show that the LJ method performs better results than the ZN technique and can successfully be used for tuning of PID controllers for DC servo motor.
Keywords :
"Tuning","Optimization","Servomotors","DC motors","Genetic algorithms","Mathematical model","Performance analysis"
Publisher :
ieee
Conference_Titel :
Computer, Communication and Control (IC4), 2015 International Conference on
Type :
conf
DOI :
10.1109/IC4.2015.7375601
Filename :
7375601
Link To Document :
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