DocumentCode :
1725115
Title :
Robust residuals generation and evaluation using bond graph and linear filtering
Author :
Touati, Youcef ; Bouamama, Belkacem Ould ; Merzouki, Rochdi
Author_Institution :
LAGIS, Univ. of LILLE1, Lille, France
fYear :
2011
Firstpage :
2318
Lastpage :
2323
Abstract :
This paper deals with robust fault detection and isolation using bond graph approach and linear filters. The bond graph tool is used to model the dynamic system and the uncertainties on the sensors and actuators. The same model is used to generate systematically the analytical redundancy relations and the thresholds. A specific form of digital linear filter is used to evaluate the residuals and to ameliorate the robustness and the detectability of the faults. the developed procedure is applied to experimental data of an electromechanical system which is a subsystem of a mobile robot named Robotino.
Keywords :
bond graphs; digital filters; electromechanical actuators; mobile robots; redundancy; sensors; Robotino; actuators uncertainties; analytical redundancy relations; bond graph tool; digital linear filter; dynamic system model; electromechanical system; faults detectability; mobile robot; robust fault detection; robust fault isolation; robust residuals generation; sensors uncertainties; Detectors; Mathematical model; Measurement errors; Measurement uncertainty; Robustness; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2011 IEEE International Conference on
Conference_Location :
Karon Beach, Phuket
Print_ISBN :
978-1-4577-2136-6
Type :
conf
DOI :
10.1109/ROBIO.2011.6181644
Filename :
6181644
Link To Document :
بازگشت