Title :
About Initial Setting of a Self-Tuning Controller
Author :
loan, F. ; Cristian, Vasar
Author_Institution :
Fac. of Autom. & Comput. Sci., Univ. of Timisoara, Timisoara
fDate :
Yearly 17 2007-May 18 2007
Abstract :
This paper presents a study regarding initial off-line tuning for the constant parameters of a self-tuning controller. The main characteristic of a self-tuning controller is the on-line adaptation of their parameters values to the process changes. However some parameters must be imposed off-line, their values remaining unchanged. Several study cases regarding choosing proper values for two of these initialization parameters - forgetting factor (parameter of the recursive least square parameters estimator) and control penalty factor (parameter of control law), particularized to the self-tuning excitation control of a synchronous generator are presented.
Keywords :
adaptive control; machine control; self-adjusting systems; synchronous generators; control penalty factor; forgetting factor; initial off-line tuning; online adaptation; self-tuning excitation controller; synchronous generator; Automatic control; Control systems; Cost function; Equations; Least squares approximation; Parameter estimation; Polynomials; Power system modeling; Synchronous generators; Tuning;
Conference_Titel :
Applied Computational Intelligence and Informatics, 2007. SACI '07. 4th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
1-4244-1234-X
DOI :
10.1109/SACI.2007.375520