Title :
A fault detection approach using both control and output error signals in frequency domain
Author :
Yeh, Chih-Ping ; Yang, Han-Long ; Chen, Wen
Author_Institution :
Div. of Eng. Technol., Wayne State Univ., Detroit, MI, USA
Abstract :
This paper is to explore further results regarding Total Fault Information-based Residual (ToMFIR) approach to fault detection in dynamic systems. The TomFIR contains the essential fault information and remains unaffected by control actions in a closed-loop system. It is composed of control input residual and output error residual. The TomFIR is formulated in frequency domain. More importantly, the ToMFIR is able to detect faults/failures resulting from control-used computer. Currently, all of existing fault-detection schemes cannot achieve the same task at all. A practical DC motor example, with a PID controller, is used to demonstrate the effectiveness of the ToMFIR-based fault detection. Comparison with standard observer-based technique is also provided.
Keywords :
DC motors; closed loop systems; fault diagnosis; fault trees; frequency-domain analysis; observers; parameter estimation; three-term control; time-varying systems; DC motor; PID controller; closed loop system; control input residual; dynamic system; fault detection; frequency domain; observer based technique; output error residual; total fault information based residual; Current measurement; Fault detection; Total measurable fault information residual; controller residuals; frequency domain; output residuals;
Conference_Titel :
Mechatronics and Embedded Systems and Applications (MESA), 2010 IEEE/ASME International Conference on
Conference_Location :
Qingdao, ShanDong
Print_ISBN :
978-1-4244-7101-0
DOI :
10.1109/MESA.2010.5552043