51. Time-varying actuator fault reconstruction based on adaptive observer for LPV systems
- Author
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Mongi Besbes, Radhia Houimli, and Neila Bedioui
- Subjects
Lyapunov function ,0209 industrial biotechnology ,020208 electrical & electronic engineering ,Zero (complex analysis) ,Context (language use) ,02 engineering and technology ,Fault detection and isolation ,symbols.namesake ,020901 industrial engineering & automation ,Computer Science::Systems and Control ,Control theory ,Adaptive system ,Convergence (routing) ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,Symmetric matrix ,Actuator ,Mathematics - Abstract
In this paper, the problem of fault isolation and detection is treated for a particular class of linear polytopic parameter-varying system (LPV). In this context, an adaptive observer design is formulated for a given polyquadratic Lyapunov function. As a result, new sufficient conditions are given in terms of Linear Matrix Inequalities (LMIs), which guarantee asymptotic convergence to zero of the estimation error, and to detect and isolate actuator faults. A tentative application was made to show the effectiveness of the proposed algorithm.
- Published
- 2016