A Comparative Study on Fault Detection and Self-Reconfiguration

Extended State Observer (ESO) and the α β γ − − Tracker are introduced and compared. In comparison, the ESO is found to be more noise resistant. The extended state used for the estimation of the general system dynamics in real time makes it suitable for fault detection. Four control schemes are proposed for self-reconfiguration upon fault detection. These schemes are Active Disturbance Rejection Control, Tracker-based Feedback Control, Fuzzy Logic Control and Tracker-based PID Control. To compare their control performance, these schemes are applied to three different applications namely Active Engine Vibration Isolation System, Three-Tank Dynamic System and MEMS Gyroscope System. The advantages and disadvantages of using the control schemes for each application are presented.

[1]  V. Walton,et al.  Detecting Instrument Malfunctions in Control Systems , 1975, IEEE Transactions on Aerospace and Electronic Systems.

[2]  Aaron Radke,et al.  ON DISTURBANCE ESTIMATION AND ITS APPLICATIONS IN HEALTH MONITORING , 2006 .

[3]  Paul P. Lin,et al.  Simulation-based optimal design of α-β-γ-δ filter , 2010, Int. J. Autom. Comput..

[4]  Zhiqiang Gao,et al.  Active disturbance rejection control: a paradigm shift in feedback control system design , 2006, 2006 American Control Conference.

[5]  Katsuhiko Ogata,et al.  Discrete-time control systems , 1987 .

[6]  Paul P. Lin,et al.  Fault detection with little knowledge of system model , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

[7]  Zhiqiang Gao,et al.  On Control System Design for the Conventional Mode of Operation of Vibrational Gyroscopes , 2008, IEEE Sensors Journal.

[8]  P.P. Lin,et al.  Intelligent model-free diagnosis for multiple faults in a nonlinear dynamic system , 2007, 2007 IEEE/ASME international conference on advanced intelligent mechatronics.

[9]  Tarunraj Singh,et al.  Characterizing performance of /spl alpha/-/spl beta/-/spl gamma/ filters , 2002 .

[10]  Jie Chen,et al.  Robust Model-Based Fault Diagnosis for Dynamic Systems , 1998, The International Series on Asian Studies in Computer and Information Science.

[11]  Harold Lee Jones,et al.  Failure detection in linear systems , 1973 .

[12]  Maosheng Ye Road Surface Condition Detection and Identification and Vehicle Anti-Skid Control , 2008 .

[13]  Zhiqiang Gao,et al.  Scaling and bandwidth-parameterization based controller tuning , 2003, Proceedings of the 2003 American Control Conference, 2003..

[14]  Tarunraj Singh,et al.  Characterizing performance of a--? filters , 2002 .

[15]  Lili Dong,et al.  Drive-Mode Control for Vibrational MEMS Gyroscopes , 2009, IEEE Transactions on Industrial Electronics.