DocumentCode
75401
Title
Factorial design for robustness evaluation of fractional PID controllers
Author
Viola, Jairo ; Angel, Luis
Author_Institution
Univ. Pontificia Bolivariana, Bucaramanga, Colombia
Volume
13
Issue
5
fYear
2015
fDate
May-15
Firstpage
1286
Lastpage
1293
Abstract
This paper presents the factorial design for robustness evaluation between different PID controllers for the control of a nonlinear system with parametric uncertainties and presence of external disturbances. The comparison has been realized between the integer PID, fractional PID and PID SIMC controllers. The robustness analysis uses a factorial design of experiments. The factorial design has as input factors the uncertainty in the gain of the plant, the presence of random noise in the feedback loop, and the existence of external bounded disturbance. The outputs of the factorial design measure the performance of each PID control system using the response to Step Input and Control Action signal. The results show that the fractional PID controller has a better performance front to plant uncertain and an excellent rejection to external disturbances, which indicating a greater robustness of the process and lower power consumption.
Keywords
control system synthesis; feedback; nonlinear control systems; random noise; three-term control; uncertain systems; PID controllers; SIMC controllers; external bounded disturbance; factorial design; feedback loop; integer controllers; nonlinear system; parametric uncertainties; random noise; robustness evaluation; step input and control action signal; Hardware; Noise; Nonlinear systems; Robustness; Silicon; Silicon compounds; Uncertainty; FOPID; Fractional control; PID SIMC; factorial design;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2015.7111981
Filename
7111981
Link To Document