DocumentCode :
2186380
Title :
An LMI approach to IMC-based robust tunable control
Author :
Boulet, Benoit ; Duan, Yingxuan ; Michalska, Hannah
Author_Institution :
Centre for Intelligent Machines, McGill Univ., Montreal, Que., Canada
Volume :
1
fYear :
2003
fDate :
4-6 June 2003
Firstpage :
821
Abstract :
This paper presents a linear matrix inequalities (LMI) approach to robust tunable control. This controller design technique provides a new online tuning strategy for industrial process control systems. The tuning strategy is based on the performance robustness bounds of the system and knowledge of the plant uncertainty weighting function, which may change with time. The internal model control structure of the controller is adopted together with additive plant uncertainty. The design and tuning of the robust tunable controller for an SISO system relies on an approximate solution to the two-disc optimization problem, that is solved over the class of discrete-time finite impulse response filters via the solution of an LMI problem. A numerical example is given to illustrate the technique.
Keywords :
FIR filters; control system synthesis; controllers; discrete time filters; linear matrix inequalities; optimisation; process control; real-time systems; robust control; tuning; SISO system; controller design technique; discrete-time finite impulse response filters; industrial process control systems; internal model control; linear matrix inequality; online tuning strategy; performance robustness bounds; plant uncertainty weighting function; robust tunable control; two disc optimization problem; Control systems; Design optimization; Electrical equipment industry; Finite impulse response filter; Industrial control; Linear matrix inequalities; Process control; Robust control; Robustness; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
ISSN :
0743-1619
Print_ISBN :
0-7803-7896-2
Type :
conf
DOI :
10.1109/ACC.2003.1239123
Filename :
1239123
Link To Document :
بازگشت