Title :
Based on space geometry method for actuator fault detection and isolation with disturbances and noises
Author :
Hou Yandong ; Jin Yong ; Cheng Qianshuai
Author_Institution :
Inst. of Image Process. & Pattern Recognition, Henan Univ., Kaifeng, China
Abstract :
This paper investigates the application of space geometry method for actuator fault detection and isolation (FDI) with disturbance inputs and measurement noises. To achieve the input signals, disturbances and noises are decoupled from residuals. Then the residual generator is designed and the relevant parameters are solved for it. When there are residuals exceed the threshold value, we can detect the faults. It can obtain single and multiple actuators FDI because of the method which we proposed satisfies the one-to-one corresponding relationship between faults and residuals. Simulation results demonstrate effectiveness of our proposed algorithm.
Keywords :
actuators; closed loop systems; fault diagnosis; geometry; actuator fault detection and isolation; closed-loop system; disturbance inputs; fault diagnosis; linear system; measurement noise; residual generator; space geometry method; Actuators; Fault detection; Fault diagnosis; Fault tolerance; Fault tolerant systems; Noise; Noise measurement; Actuator fault; FDI; Residual generator; Space geometry method;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895458