Title :
Integrated design of dynamic controller with fault diagnosis and tolerance
Author :
Li, Zhenhai ; Zolotas, Argyrios ; Jaimoukha, Imad ; Grigoriadis, Karolos
Author_Institution :
Dept. of Electron. & Electr. Eng., Loughborough Univ., Loughborough, UK
Abstract :
Fault detection capability tends to become an integral part of control system design procedures for practical engineering systems. It is thus desirable fault diagnosis/tolerance functions to also be included in the controller design. In this context, we develop a generic observer-based feedback controller where the observer-part can also generate a residual signal for fault detection purposes. The design objectives is a mixture of Hinfin control and Hinfin fault detection and isolation. This multi-objective optimization problem is then formulated using Bilinear Matrix Inequalities (BMI) and a sub-optimal solution is achieved via transformation to Linear Matrix Inequalities (LMI). The developed approach and algorithm are verified in study of an application to a railway suspension system of ride quality maintenance.
Keywords :
Hinfin control; control system synthesis; fault tolerance; feedback; linear matrix inequalities; maintenance engineering; observers; railways; Hinfin control; bilinear matrix inequalities; dynamic controller integrated design; fault diagnosis; fault tolerance; generic observer-based feedback controller; linear matrix inequalities; multi-objective optimization problem; Adaptive control; Control systems; Design engineering; Fault detection; Fault diagnosis; Linear matrix inequalities; Rail transportation; Signal detection; Signal generators; Systems engineering and theory;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164624