In this section
@article{Mazars:2008:2008/790893,
author = {Mazars, E and Jaimoukha, IM and Li, Z},
doi = {2008/790893},
journal = {Journal of Control Science and Engineering},
pages = {1--12},
title = {Computation of a reference model for robust fault detection and isolation residual generation},
url = {http://dx.doi.org/10.1155/2008/790893},
volume = {2008},
year = {2008}
}
TY - JOUR
AB - This paper considers matrix inequality procedures to address the robust fault detection and isolation (FDI) problem for linear time-invariant systems subject to disturbances, faults, and polytopic or norm-bounded uncertainties.We propose a design procedure for an FDI filter that aims to minimize a weighted combination of the sensitivity of the residual signal to disturbances and modeling errors, and the deviation of the faults to residual dynamics from a fault to residual reference model, using the H∞-norm as a measure. A key step in our procedure is the design of an optimal fault reference model. We show that the optimal design requires the solution of a quadratic matrix inequality (QMI) optimization problem. Since the solution of the optimal problem is intractable, we propose a linearization technique to derive a numerically tractable suboptimal design procedure that requires the solution of a linear matrix inequality (LMI) optimization. A jet engine example is employed to demonstrate the effectiveness of the proposed approach.
AU - Mazars,E
AU - Jaimoukha,IM
AU - Li,Z
DO - 2008/790893
EP - 12
PY - 2008///
SN - 1687-5249
SP - 1
TI - Computation of a reference model for robust fault detection and isolation residual generation
T2 - Journal of Control Science and Engineering
UR - http://dx.doi.org/10.1155/2008/790893
VL - 2008
ER -