H − / H ∞ fault detection observer design in finite‐frequency domain for Lipschitz non‐linear systems
Author(s) -
Zhou Meng,
Wang Zhenhua,
Shen Yi,
Shen Mouquan
Publication year - 2017
Publication title -
iet control theory and applications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.059
H-Index - 108
eISSN - 1751-8652
pISSN - 1751-8644
DOI - 10.1049/iet-cta.2017.0357
Subject(s) - control theory (sociology) , fault detection and isolation , observer (physics) , frequency domain , actuator , residual , lipschitz continuity , linear matrix inequality , computer science , robustness (evolution) , fault (geology) , control engineering , mathematics , engineering , algorithm , mathematical optimization , artificial intelligence , control (management) , quantum mechanics , computer vision , mathematical analysis , physics , biochemistry , chemistry , seismology , gene , geology
This study is about H −/ H ∞fault detection observer design in finite‐frequency domain for Lipschitz non‐linear systems with actuator fault. To make the generated residual sensitive to fault while robust against disturbance, the authors derive design conditions for the fault detection observer to achieve H −fault sensitivity performance in finite‐frequency domain and H ∞disturbance attenuation performance. The authors further transform the design conditions as a set of linear matrix inequalities to facilitate the observer design. Besides, some extra design degrees of freedom parameters are provided in the proposed method to further reduce some conservatism. Numerical simulations of a single‐link flexible joint robot are conducted to verify the effectiveness of the proposed approach.
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