Title :
Sensor fault detection of energetic system using modified parity space approach
Author :
Djeziri, M.A. ; Aitouche, A. ; Bouamama, B. Ould
Author_Institution :
Lab. of Control Eng., Lille
Abstract :
The main purposes of this paper concern residual generation based on analytical redundancy relations for sensor fault detection and isolation of steam generator. These relations are used to detect and isolate sensor fault based on the elimination of the unknown variables of the system. The nonlinear system of steam generator modeled in state space form is linearized around operating point linear analytical redundancy relations are generated by using parity space technique through individual observability of each sensor. This approach will be called "modified parity space approach". The residuals computed on line show the effectiveness of this method.
Keywords :
boilers; fault diagnosis; nonlinear systems; observability; energetic system; linear analytical redundancy relations; modified parity space approach; nonlinear system; parity space approach; residual generation; sensor fault detection; state space form; steam generator isolation; Control systems; Electrical fault detection; Fault detection; Hardware; Monitoring; Nonlinear systems; Redundancy; Sensor phenomena and characterization; Sensor systems; State-space methods;
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.2007.4434427