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