Title :
Fault detection and isolation for a Lipschitz nonlinear system: Application to a bank of tanks
Author :
Kamel, M. ; Chadli, M. ; Chaabane, M. ; El Hajjaji, A. ; Chaari, A.
Author_Institution :
Ind. Process Control Unit, Nat. Eng. Sch. of Sfax, Sfax, Tunisia
Abstract :
This paper addresses the problem of fault detection and isolation (FDI) for a class of Lipschitz nonlinear systems with unknown inputs. We propose two new approaches based on unknown input observer design technique to detect, locate and estimate additional faults. The observer design problem is formulated in Linear Matrix Inequalities (LMI) terms which can be solved easily using LMI technique. An application of quadruple-tank process is presented to show the performance of the proposed approaches.
Keywords :
fault diagnosis; linear matrix inequalities; nonlinear control systems; observers; process control; tanks (containers); Lipschitz nonlinear system; bank of tanks; fault detection; fault isolation; linear matrix inequalities; quadruple-tank process; unknown input observer design; Algorithm design and analysis; Automatic control; Automation; Control systems; Fault detection; Fault diagnosis; Hydraulic actuators; Linear matrix inequalities; Nonlinear control systems; Nonlinear systems; FDI; LMI; acuator fault; nonlinear system; observer; unknown inputs;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164570