Title :
An actuator fault isolation strategy for a class of nonlinear systems with time-delay using adaptive nonlinear unknown input observer
Author :
Gu, Ying ; Yang, Guang-hong
Author_Institution :
Sch. of Math. & Phys., Dalian Jiaotong Univ., Dalian, China
Abstract :
This paper investigates the actuator fault isolation problem for a class of disturbance driven time delay nonlinear systems. To accomplish fault isolation,we use a bank of observers for all possible faulty models. The paper considers constant actuator faults, that is, the output of some actuators are stuck at fixed undesirable constant values. The proposed fault isolation approach relies on a bank of adaptive nonlinear unknown input observers. Based on the designed observers, a bank of residuals are defined correspondingly. The actuator fault can be isolated if only one residual approaching zero while the others do not. The faulty model with residual approaching zero identifies the faulty actuator.
Keywords :
adaptive systems; delay systems; fault diagnosis; nonlinear control systems; actuator fault isolation strategy; adaptive nonlinear unknown input observer; fault detection; nonlinear system; time-delay system; Actuators; Chemical industry; Fault detection; Fault diagnosis; Information science; Mathematics; Nonlinear systems; Physics; Safety; Signal generators; Adaptive estimation; Fault detection; Fault isolation; Lipschitz condition; Nonlinear unknown input observer; Time-delay;
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
DOI :
10.1109/CCDC.2010.5498461