Abstract
This paper deals with actuator fault estimation for a class of discrete-time linear parameter-varying descriptor systems. By considering the fault as an auxiliary state vector, an augmented system is established. Then, a fault estimation observer is designed based on the augmented system. In this paper, the fault estimation observer design is formulated as a linear matrix inequality (LMI) feasibility problem. Therefore, all parameters of the observer can be simultaneously designed by solving a set of strict LMIs. In order to attenuate the effect of the unknown disturbance, fault variation, and measurement noise, we further propose a robust fault estimation observer design method, which is the main contribution of this paper. Finally, performance of the proposed robust fault estimation observer is shown through the application to a truck-trailer model.
| Original language | English |
|---|---|
| Pages (from-to) | 242-258 |
| Number of pages | 17 |
| Journal | International Journal of Adaptive Control and Signal Processing |
| Volume | 29 |
| Issue number | 2 |
| DOIs | |
| State | Published - 1 Feb 2015 |
| Externally published | Yes |
Keywords
- Descriptor systems
- Discrete time
- Fault estimation
- Linear matrix inequality (LMI)
- Linear parameter varying (LPV)
- Observer design
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