Title :
Adaptive controller using dynamic safety margin for hybrid laboratory plant
Author :
Abd-Elgeliel, M. ; Badreddin, E.
Author_Institution :
Autom. Lab., Mannheim Univ., Germany
Abstract :
A large disturbance or model parameters variation in controlled systems may lead to system failure and decrease system safety. Adapting controller parameters is essential to compensate the system disturbance or model uncertainties. In this work, controller parameters have been adapted based on the dynamic safety margin (DSM) index to increase the system safety during different operation condition. Fuzzy controller is used to supervise DSM and to adapt the controller parameters. Also predictive controller based on DSM is discussed. The real time implementation for adaptive controller based on DSM is tested on a hybrid laboratory plant.
Keywords :
adaptive control; compensation; fuzzy control; laboratories; predictive control; process control; safety; adaptive controller; dynamic safety margin index; fuzzy controller; hybrid laboratory plant; model uncertainty compensation; predictive controller; system disturbance compensation; system safety; Adaptive control; Automatic control; Control systems; Laboratories; Mathematical model; Programmable control; Real time systems; Safety; State-space methods; Valves;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470168