Title :
Integrated algorithm for solving H2-optimal fault detection and isolation problems
Author_Institution :
Inst. of Robot. & Mechatron., German Aerosp. Center, Wessling, Germany
Abstract :
The design problem of fault detection and isolation filters can be formulated as a model matching problem and solved using an H2-norm minimization approach. A systematic procedure is proposed to choose appropriate filter specifications which guarantee the existence of proper and stable solutions of the model matching problem. This selection is integral part of a numerically reliable computational method to design of H2-optimal fault detection filters. The proposed design approach is completely general, being applicable to both continuous- and discrete-time systems, and can easily handle even unstable and/or improper systems.
Keywords :
algorithm theory; continuous time systems; discrete time systems; fault diagnosis; minimisation; continuous-time system; discrete-time system; fault isolation problem; integrated algorithm; isolation filter; minimization; model matching problem; optimal fault detection filter; optimal fault detection problem; Computational modeling; Detectors; Fault detection; Minimization; Noise; Numerical models; Stability analysis;
Conference_Titel :
Control and Fault-Tolerant Systems (SysTol), 2010 Conference on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-8153-8
DOI :
10.1109/SYSTOL.2010.5676084