Title :
An approach to design fuzzy PI supervisor for a nonlinear system
Author :
Sehab, R. ; Remy, M. ; Renotte, Ch.
Author_Institution :
Lab. d´´Automatique, Faculte Polytechnique de Mons, Belgium
Abstract :
Presents an approach to the design of a fuzzy supervisor for PID controllers that are used for controlling nonlinear systems. In this approach, the design is based on an output performance criterion, namely a response with a minimum settling time and without overshoot, whatever the operating conditions may be. The application used for a demonstration is a three-tank system where the connections between the tanks and the leakage in each tank are simultaneously taken into account (a MIMO system). According to the proposed approach, two fuzzy PI supervisors are designed in order to modify the parameters of two PI controllers online. The implementation of this type of control in the simulator of the three-tank system model confirms, through the simulation results, that the output performances are reached whatever the set-points, the configuration and the initial water levels in the three tanks may be
Keywords :
MIMO systems; SCADA systems; control system analysis; control system synthesis; fuzzy control; level control; nonlinear control systems; online operation; performance index; three-term control; two-term control; 3-tank system; MIMO system; PI controller online parameter modification; PID controllers; fuzzy PI supervisor design; initial water levels; minimum settling time; nonlinear system control; operating conditions; output performance criterion; set points; simulation; tank connections; tank leakage; tank system configuration; zero-overshoot response; Automatic control; Control systems; Electrical equipment industry; Fuzzy control; Fuzzy sets; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Three-term control; Valves;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944723