Title
Hypergraph Models for System of Systems Supervision Design
Abstract
This paper deals with model-based supervision of a class of system of systems (SoS). The SoS is modeled using hypergraphs, where their architectural representation allows the application of a supervision strategy, from ascending or descending directions directly on the graph. From ascending direction, it is possible to detect local or global faults on a system, when some constraints are no longer satisfied. This is done using the concept of “degree of satisfaction,” where the new operating mode of SoS is deduced using the principle of automata. In the descending direction and based on the constraint satisfaction problem, we can check from the hypergraphs a possible structural reconfiguration of SoS in the presence of faults. This reconfiguration is possible when the available systems satisfy a maximum number of constraints. Finally, an application of a SoS is presented. This is done using intelligent autonomous vehicles in a platoon configuration within a seaport terminal.
Year
DOI
Venue
2012
10.1109/TSMCA.2012.2183350
IEEE Transactions on Systems, Man, and Cybernetics, Part A
Keywords
Field
DocType
automata theory,constraint satisfaction problems,fault diagnosis,graph theory,system theory,SoS,architectural representation,automata principle,constraint satisfaction problem,degree of satisfaction,global fault detection,hypergraph model,intelligent autonomous vehicle,local fault detection,model-based supervision,platoon configuration,seaport terminal,structural reconfiguration,supervision strategy,system of systems supervision design,Constraint satisfaction problem (CSP),hypergraph,intelligent autonomous vehicle (IAV),modeling,supervision,system of systems (SoS)
Computer science,System of systems,Hypergraph,Artificial intelligence,Control reconfiguration,Distributed computing,Graph theory,Automata theory,Mathematical optimization,Platoon,Constraint graph,Constraint satisfaction problem,Machine learning
Journal
Volume
Issue
ISSN
42
4
1083-4427
Citations 
PageRank 
References 
11
0.79
17
Authors
4
Name
Order
Citations
PageRank
Wissam Khalil1111.13
Rochdi Merzouki211725.83
Belkacem Ould Bouamama311719.31
Hafid Haffaf4234.86