Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specifications

作者：Chibani Ali; Chadli Mohammed^*; Ding Steven X; Braiek Naceur Benhadj

来源：Automatica, 2018, 93: 42-54.

DOI：10.1016/j.automatica.2018.03.024

• T-S fuzzy system
• Polynomial fuzzy system
• Fault detection filter
• Finite frequency domain
• H_/H-infinity index
• LMI
• SOS

This paper investigates the problem of fault detection filter design for discrete-time polynomial fuzzy systems with faults and unknown disturbances. The frequency ranges of the faults and the disturbances are assumed to be known beforehand and to reside in low, middle or high frequency ranges. Thus, the proposed filter is designed in the finite frequency range to overcome the conservatism generated by those designed in the full frequency domain. Being of polynomial fuzzy structure, the proposed filter combines the H_/H-infinity performances in order to ensure the best robustness to the disturbance and the best sensitivity to the fault. Design conditions are derived in Sum Of Squares formulations that can be easily solved via available software tools. Two illustrative examples are introduced to demonstrate the effectiveness of the proposed method and a comparative study with LMI method is also provided.

• 出版日期2018-7