Title :
Quantitative detection for actuator faults of nonlinear systems
Author :
Haobo, Kang ; Hongjun, Ma ; Guanghong, Yang
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper studies the problem of fault detection in a class of nonlinear systems with time-varying actuator fault. A nonlinear extended observer is developed to estimate system states as well as the derivatives of system output, then a fault diagnosis (FD) scheme is presented. The robustness, rapidity and sensitivity of the proposed FD method are rigorously analyzed. By preselecting the observer parameters, the set of detectable faults, the time of detection and the bound of the closed-system signals are strictly quantified. Finally, the theoretical results are illustrated by a simulation example of surface-mounted permanent magnet synchronous motors (PMSM).
Keywords :
actuators; closed loop systems; fault diagnosis; nonlinear systems; observers; permanent magnet motors; signal processing; synchronous motors; time-varying systems; FD scheme; PMSM; closed-system signals; fault diagnosis scheme; nonlinear extended observer; nonlinear systems; quantitative actuator fault detection; surface-mounted permanent magnet synchronous motors; system output derivatives; system state estimation; time-varying actuator fault; Actuators; Fault detection; Fault diagnosis; Mathematical model; Nonlinear systems; Observers; Robustness; Nonlinear system; actuator bias; fault detection;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3