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Received:November 15, 2004 |
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Design of paramet ric fault detection systems: An H- infinity optimization app roach |
Maiying ZHONG, Chuanfeng MA, Steven X. DING |
(Control Sciences and Engineering School , Shandong University ,Jinan Shandong ,250061 , China;The Institute for Automatic Control and Complex Systems , University of Duisburg- Essen Bismarckstrasse 81 BB ,47048 Duisburg ,Germany) |
Abstract: |
Problems related to the design of observer- based parametric fault detection (PFD) systems are studied. The core of our study is to first describe the faults occurring in system actuators , sensors and components in the form of additive parameter deviations ,then to transform the PFD problems into a similar additive fault setup , based on which an optimal observer- based optimization fault detection approach is proposed. A constructive solution optimal in the sense of minimizing a certain performance index is developed. The main results consist of defining parametric fault detectability , formulating a PFD optimization problem and its solution. A numerical example to demonstrate the effectiveness of the proposed approach is provided. |
Key words: Fault detection filter Optimization Parametric fault Residual Robustness |