Title :
Threshold calculation using LMI-technique and its integration in the design of fault detection systems
Author :
Ding, S.X. ; Zhang, P. ; Frank, P.M. ; Ding, E.L.
Author_Institution :
Inst. for Autom. Control & Complex Syst., Duisburg-Essen Univ., Duisburg, Germany
Abstract :
In this paper, problems related to the threshold calculation and its integration in the design of observer-based fault detection systems are studied. The focus of the study is the application of practical fault detection methods in the framework of observer-based fault detection schemes. The basic idea consists in the formulation of threshold calculation as some standard optimization problems which are then solved using the well-established LMI-optimization technique.
Keywords :
fault diagnosis; linear matrix inequalities; observers; optimisation; robust control; LMI optimization technique; integration; linear matrix inequality; observer based fault detection system; threshold calculation; Automatic control; Design engineering; Fault detection; Monitoring; Research and development; Testing;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272607