Title :
A bank of reconfigurable LQG controllers for linear systems subjected to failures
Author :
Kanev, S. ; Verhaegen, M.
Author_Institution :
Fac. of Appl. Phys., Twente Univ., Enschede, Netherlands
Abstract :
An approach for controller reconfiguration is presented. The starting point in the analysis is a sufficiently accurate continuous linear time-invariant (LTI) model of the nominal system. Based on a bank of reconfigurable LQG controllers, each designed for a particular combination of total faults, the reconfiguration consists of two operation modes. In the first mode a switching is invoked towards one of the pre-designed LQG controllers on the basis of the information about only the combination of total faults that is in effect. In the second mode, which is activated in cases of partial and component faults, a dynamic correction procedure is initiated which tries to reconfigure the currently active controller in such a way, that the failed closed-loop system remains stable and its performance is as close as possible to the performance of the closed-loop system with only total faults present in the system. In cases of partial faults the second mode is practically an extension of the modified pseudo-inverse method. In cases of component faults the second mode is based on an LMI optimization problem. The approach is illustrated using a model of a real-life space robot manipulator, in which total, partial and component faults are simulated
Keywords :
aerospace robotics; closed loop systems; fault tolerance; linear quadratic Gaussian control; linear systems; manipulators; matrix algebra; optimisation; LMI optimization problem; active controller; component faults; continuous linear time-invariant model; controller reconfiguration; failed closed-loop system; modified pseudo-inverse method; partial faults; real-life space robot manipulator; reconfigurable LQG controllers; total faults; Air traffic control; Automatic control; Chromium; Control systems; Fault detection; Fault tolerant systems; Humans; Linear systems; Sensor systems; Space technology;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.912282