DocumentCode
2013128
Title
Online supervision of intelligent vehicle using functional and behavioral models
Author
Chatti, Nizar ; Gehin, Anne-Lise ; Ould-Bouamama, Belkacem ; Merzouki, Rochdi
Author_Institution
LAGIS, Polytech-Lille, Villeneuve d´´Ascq, France
fYear
2011
fDate
5-9 June 2011
Firstpage
827
Lastpage
832
Abstract
A supervision system oversees the operating state of an autonomous vehicle through the availability of the functions and services provided by the vehicle components. However, functional representations do not take into account the system dynamic behaviour and suffer from subjective definitions. For this reason, Bond Graph Models, through their behavioural, structural and causal properties are used to overcome the limitations of functional models. We obtain a new tool taking the form of a finite automaton, to provide fault identification and the reconfiguration conditions of a system. Each operating mode, corresponding to a vertex of the automaton, is associated with a set of services from a functional point of view and is defined accurately by a behavioral bond graph model. Furthermore, the service availability (associated to the Bond Graph elements) and the conditions for passage from one mode to another are analysed by fault detection and isolation algorithms generated on the basis of the structural and causal properties of the bond graph tool. The proposed approach is illustrated by a traction system of an intelligent and autonomous vehicle.
Keywords
fault diagnosis; finite automata; graph theory; intelligent robots; mobile robots; vehicles; automaton vertex; autonomous vehicle; behavioral bond graph model; behavioral model; behavioural properties; causal properties; fault detection; fault identification; fault isolation; finite automaton; functional model; functional representation; intelligent vehicle; online supervision; operating state; service availability; structural properties; supervision system; system dynamic behaviour; system reconfiguration conditions; traction system; vehicle components; Automata; Availability; Bipartite graph; DC motors; Junctions; Mathematical model; Sensors; Bond Graph; functional analysis; intelligent and autonomous vehicle; self-diagnosis; supervision;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium (IV), 2011 IEEE
Conference_Location
Baden-Baden
ISSN
1931-0587
Print_ISBN
978-1-4577-0890-9
Type
conf
DOI
10.1109/IVS.2011.5940481
Filename
5940481
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