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