Details

Autor(en) / Beteiligte

• Li, Linlin
• Chadli, Mohammed
• Ding, Steven X.
• Qiu, Jianbin
• Yang, Ying

Titel

Diagnostic Observer Design for T-S Fuzzy Systems: Application to Real-Time-Weighted Fault-Detection Approach

Ist Teil von

• IEEE transactions on fuzzy systems, 2018-04, Vol.26 (2), p.805-816

Ort / Verlag

IEEE

Erscheinungsjahr

2018

Link zum Volltext

• Volltext

Quelle

IEEE/IET Electronic Library

Beschreibungen/Notizen

• This paper deals with a real-time-weighted observer-based fault-detection (FD) scheme for Takagi-Sugeno (T-S) fuzzy systems. The essential idea is to develop a weighted diagnostic observer-based FD system to optimize the worst case robustness and fault sensitivity simultaneously by using the information provided by each local system. To achieve an early detection of potential fault, the robustness issue is investigated in the L ∞ /L 2 observer-based FD context. Meanwhile, the L - fault sensitivity condition is addressed to optimize the fault detectability. Using fuzzy Lyapunov functions, sufficient conditions on the FD system design are studied. Two examples are given in the end to show the efficiency of the proposed results.