DocumentCode :
3779210
Title :
Design of fuzzy PID controller using modified firefly algorithm
Author :
Rishika Trivedi;P. K. Padhy;S. K. Jain
Author_Institution :
Department of Mechatronics Engineering, PDPM IIITDM, Jabalpur, India
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a method has been proposed for better tuning of the parameters of Fuzzy PID. The work also proposes a modified firefly optimization algorithm for generating the values of the Scaling Factors for the Fuzzy PID. The performance of the proposed configuration is evaluated through extensive simulations. The result reveals that the proposed scheme converges significantly faster and performs better over conventional PID controller and existing Fuzzy PID controllers in terms of several performance indices, such as, overshoot, settling time for the plant and integral square error (ISE).
Keywords :
"Convergence","Fuzzy logic","Tuning","Algorithm design and analysis","Control systems","Brightness","Linear programming"
Publisher :
ieee
Conference_Titel :
Engineering and Systems (SCES), 2015 IEEE Students Conference on
Type :
conf
DOI :
10.1109/SCES.2015.7506458
Filename :
7506458
Link To Document :
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