Title :
Simple criteria for controller performance monitoring
Author :
Tsakalis, Kostas S. ; Dash, Sachi
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Abstract :
This paper presents some simple criteria to monitor the performance of multivariable controllers. Their derivation is based on the small gain theorem using estimates of the uncertainty in the process model. Large values of such estimates indicate the need for controller retiming. Encouraging preliminary results have been obtained from applications to simulated data. Although adequate excitation is necessary to allow conclusive statements, the excitation requirement is quite modest compared to system identification.
Keywords :
control system synthesis; multivariable control systems; uncertain systems; controller performance monitoring; multivariable controllers; performance monitoring criteria; process model uncertainty estimates; small gain theorem; Application software; Computational modeling; Condition monitoring; Control systems; Estimation theory; Power generation economics; Robustness; System identification; Testing; Uncertainty;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1025455