Title :
Residual generator design for the FDI of linear multivariable sampled-data dynamic systems
Author :
Simani, Silvio ; Benini, Matteo
Author_Institution :
Univ. di Ferrara, Ferrara
Abstract :
This paper addresses the problem of the detection and isolation of the input and output sensor faults for a linear multivariable sampled-data dynamic system, in the presence of disturbance signals. In particular, this work proposes a polynomial approach for the design of residual generators in order to realise a complete diagnosis scheme when additive faults are present. It is shown that the use of an input- output description for the linear dynamic sampled-data model of the system under investigation allows to compute in a straightforward way the discrete-time residual generators. The residual generator design is performed in order to maximise a suitable fault sensitivity function. Thus, the suggested design approach leads to dynamic filters that achieve both disturbance de-coupling and desired transient properties in terms of a fault to residual reference transfer function. The results obtained in the simulation of the faulty behaviour of a discrete-time turbine jet engine model are finally reported.
Keywords :
control system synthesis; discrete time systems; fault diagnosis; linear systems; matrix algebra; multivariable systems; polynomials; sampled data systems; stability; transfer functions; additive faults; discrete-time residual generators; disturbance decoupling; disturbance signals; dynamic filters; fault sensitivity function; linear systems; multivariable systems; polynomial matrix; residual generator design; residual reference transfer function; sampled-data dynamic systems; sensor fault detection; sensor fault isolation; Fault detection; Filters; Mathematical model; Polynomials; Redundancy; Sensor systems; Signal generators; Transfer functions; Uncertainty; Vectors;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434178