Title :
Observer based residual generator for singular systems
Author :
Youssouf, Abdelillah ; Kinnaert, Michel
Author_Institution :
Lab. d´´Autom., Univ. Libre de Bruxelles, Belgium
Abstract :
In this paper, we present an approach to design a residual generator for fault detection and isolation (FDI) for singular systems. The so called “SVD co-ordinate system” transformation is used to separate the model into a nondynamical and a dynamical part. The latter has the form of a nonsingular system with some of the nondynamical states as unknown inputs. New sufficient conditions are given for the reconstruction of the dynamical part of the state only, first in the absence of an exogenous unknown input, next in the presence of such input. These existence conditions are expressed in terms of the matrices of the system model. The results are then applied to the design of a residual generator for automatic fault detection and isolation
Keywords :
fault location; filtering theory; observers; singular value decomposition; SVD coordinate system transformation; dynamical part; fault detection; fault isolation; matrices; nondynamical part; nondynamical states; nonsingular system; observer-based residual generator; singular systems; Actuators; Design methodology; Fault detection; Filters; H infinity control; Mechatronics; Observability; Robotics and automation; Signal generators; Sufficient conditions;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.572642