Title :
Robust unknown input filter for fault diagnosis of non-linear systems
Author :
Mrugalski, Marcin ; Witczak, Marcin
Author_Institution :
Inst. of Control & Comput. Eng., Univ. of Zielona Gora, Zielona Góra, Poland
Abstract :
The paper concerns the task of robust fault diagnosis of actuators in non-linear discrete-time systems. The general unknown input observer strategy and the H∞ framework are utilised to design a robust fault detection scheme. Moreover, the proposed approach enables to perform the isolation of the faulty actuators. The final part of the paper presents an illustrative example which exhibits the performance of the proposed approach.
Keywords :
H∞ control; actuators; discrete time systems; fault diagnosis; filtering theory; nonlinear control systems; observers; robust control; H∞ framework; faulty actuators; input observer strategy; nonlinear discrete-time systems; nonlinear systems; robust fault detection scheme; robust fault diagnosis; robust unknown input filter; Actuators; Adaptive systems; Fault detection; Fault diagnosis; Observers; Robustness; Sensors;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4673-5506-3
DOI :
10.1109/MMAR.2013.6669901