Multi-agent system for the reactive fleet maintenance support planning of a fleet of mobile cyber–physical systems
| Autor: | John Mbuli, Tarik Chargui, Damien Trentesaux, Abdelghani Bekrar, Thierry Dailly |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
decision support systems
maintenance engineering software agents multi-agent systems rail traffic traffic engineering computing reactive fleet maintenance support planning mobile cyber–physical systems maintenance planning decisions fleet level reactive multiagent system model fleet maintenance planning anemona multiagent design methodology decision support system mainfleet bombardier transportation france Computer engineering. Computer hardware TK7885-7895 Electronic computers. Computer science QA75.5-76.95 |
| Zdroj: | IET Cyber-Physical Systems (2020) |
| Druh dokumentu: | article |
| ISSN: | 2398-3396 |
| DOI: | 10.1049/iet-cps.2019.0063 |
| Popis: | Improving the availability and reliability of a fleet of mobile cyber–physical systems as well as the ability to adapt the maintenance planning decisions when facing unexpected events at the fleet level is a major stake faced by the manufacturers and the operators. In the context of this study, the authors propose a reactive multi-agent system model for the fleet maintenance planning of mobile cyber–physical systems. For that purpose, the ANEMONA multi-agent design methodology is used. In this methodology, the agents are modelled and then their organisational and interaction views are described. Numerical experiments are carried out in static and dynamic contexts. In a static context, the proposed multi-agent system is compared with a mathematical programming model to validate the effectiveness of the former in satisfying the fleet's availability and reliability expectations. In a dynamic context, simulated perturbations are used to illustrate the reactivity of the proposed multi-agent system. Lastly, an application to rail transport for the maintenance of a fleet of trains at Bombardier Transportation France is proposed. For that purpose, the proposed multi-agent system is integrated in the model layer of a decision support system named ‘MainFleet’ which is currently under development. |
| Databáze: | Directory of Open Access Journals |
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