DocumentCode :
3648485
Title :
Tuning of fractional order PIλDμ controller with response surface methodology
Author :
Beyza B. İskender;Necati Özdemir;Aslan D. Karaoglan
Author_Institution :
Faculty of Science and Arts, Department of Mathematics, Balikesir University, Turkey
fYear :
2012
Firstpage :
145
Lastpage :
150
Abstract :
This paper presents response surface methodology for tuning of fractional order PIλDμ controller of a fractional order diffusion system subject to input hysteresis which is defined with Riemann-Liouville fractional derivative. Eigenfunction expansion method and the Grünwald-Letnikov numerical technique are used to solve the system. The necessary data for response surface analysis are read from the obtained numerical solution. Then second-order polynomial response surface mathematical model for the experimental design is presented and the optimum controller parameters are predicted from this model. The proposed tuning method is compared with the technique of minimization of integral square error by means of settling time and the results are discussed.
Keywords :
"Response surface methodology","Tuning","Mathematical model","Hysteresis","Optimal control","Complexity theory"
Publisher :
ieee
Conference_Titel :
Nonlinear Science and Complexity (NSC), 2012 IEEE 4th International Conference on
Print_ISBN :
978-1-4673-2702-2
Type :
conf
DOI :
10.1109/NSC.2012.6304745
Filename :
6304745
Link To Document :
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