Title :
Online selection of H∞ controllers for a faulty linear system
Author :
Liu, Lijun ; Shen, Yi ; Zhu, Chunhui ; Dowell, Earl H.
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
This paper investigates optimal selections of controllers online for a linear system with actuator faults in the framework of H∞ control. Actuator faults are modeled into three states: normal, loss of effectiveness and outage, and the development of the actuator faults is predicted by using a Markov chain model. We present five methods to construct a smaller bank of controllers. Four selection schemes are proposed to select an optimal controller from a bank of controllers for different demands. Another selection scheme and one pre-selection scheme are presented when there may be false fault detection and isolation (FDI). Considered together, they provide a powerful solution for all kinds of demands. Finally, we utilize an example to explain and verify the proposed methods.
Keywords :
H∞ control; Markov processes; actuators; fault tolerance; linear systems; H∞ controller selection; Markov chain model; actuator fault; controller bank; fault detection and isolation; faulty linear system; loss-of-effectiveness state; normal state; optimal selection; outage state; preselection scheme; Actuators; Fault tolerance; Fault tolerant systems; Linear matrix inequalities; Switches;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160496