DocumentCode :
185217
Title :
Optimization of fractional PID controller by maximization of the criterion that combines the integral gain and closed-loop system bandwidth
Author :
Jakovljevia, Boris B. ; Rapaic, M.R. ; Jelicic, Zoran D. ; Sekara, Tomislav B.
Author_Institution :
Comput. & Control Dept., Univ. of Novi Sad, Novi Sad, Serbia
fYear :
2014
fDate :
17-19 Oct. 2014
Firstpage :
64
Lastpage :
69
Abstract :
This paper describes one novel design procedure for acquiring an optimal fractional PID (FPID) controller that rejects load disturbance under constraints on robustness and performance. The parameters of FPID controller have been tuned by using particle swarm optimization (PSO). FPID, apart from conventional gains kp, ki and kd, has two more parameters α and β to be optimized, being the non-integer orders of integral and derivative part respectively. In this paper the order of the integral part is fixed to be 1 as in this way the steady state error elimination is preserved. Also, this enables comparison of the FPID and classical PID as the performance criteria directly dependable on ki are the same in sense of both regulators. Noise cancellation filter of the same order as fractional differentiator is included within the structure of the FPID in order to cancel the noise amplification on high frequencies. Results are given through many numerical simulations.
Keywords :
closed loop systems; control system synthesis; optimal control; particle swarm optimisation; three-term control; FPID controller; PSO; closed-loop system bandwidth; criterion maximization; design procedure; fractional PID controller optimization; fractional differentiator; integral gain; noise amplification; noise cancellation filter; numerical simulations; optimal fractional PID controller; particle swarm optimization; regulators; steady state error elimination; Manganese; Noise; Optimization; Process control; Regulators; Robustness; Sensitivity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Theory, Control and Computing (ICSTCC), 2014 18th International Conference
Conference_Location :
Sinaia
Type :
conf
DOI :
10.1109/ICSTCC.2014.6982392
Filename :
6982392
Link To Document :
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