Title of article :
Robust fault detection for nonlinear networked systems with stochastic interval delay characteristics
Author/Authors :
Zhang، نويسنده , , Yong and Liu، نويسنده , , Zhenxing and Wang، نويسنده , , Bin، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Pages :
8
From page :
521
To page :
528
Abstract :
In this paper, the problem of observer-based robust fault detection (RFD) for nonlinear networked systems with stochastic interval delay is investigated. By employing the information of probabilistic distribution of networked-induced time-varying delay, the observer-based fault detection filter as residual generator and a proposed performance index as objective function, the RFD of nonlinear networked systems is formulated as an optimization problem. The desired fault detection filter is constructed in terms of certain linear matrix inequalities, which depend on not only delay-interval but also delay-interval-occurrence-rate. Especially, the sub-optimal trade-off of strong robustness from residual signal to disturbance and parameter uncertainty, as well as high sensitivity to fault is obtained by a repeated application of a two-objective optimization algorithm. Numerical simulations are given to illustrate the effectiveness of proposed techniques.
Keywords :
Robust fault detection filter , Nonlinear networked systems , linear matrix inequalities , Non-uniformly distributed delay
Journal title :
ISA TRANSACTIONS
Serial Year :
2011
Journal title :
ISA TRANSACTIONS
Record number :
2383122
Link To Document :
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