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Multi‐agent system for the reactive fleet maintenance support planning of a fleet of mobile cyber–physical systems

Abstract : Improving the availability and reliability of a fleet of mobile cyber–physical systems as well as the ability to adapt themaintenance planning decisions when facing unexpected events at the fleet level is a major stake faced by the manufacturersand the operators. In the context of this study, the authors propose a reactive multi-agent system model for the fleetmaintenance planning of mobile cyber–physical systems. For that purpose, the ANEMONA multi-agent design methodology isused. In this methodology, the agents are modelled and then their organisational and interaction views are described. Numericalexperiments are carried out in static and dynamic contexts. In a static context, the proposed multi-agent system is comparedwith a mathematical programming model to validate the effectiveness of the former in satisfying the fleet's availability andreliability 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 Franceis proposed. For that purpose, the proposed multi-agent system is integrated in the model layer of a decision support systemnamed ‘MainFleet’ which is currently under development
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Submitted on : Thursday, April 21, 2022 - 5:18:10 PM
Last modification on : Monday, April 25, 2022 - 10:34:05 AM
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IET Cyber-Phy Sys Theory Ap ...
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John William Mbuli, Tarik Chargui, Damien Trentesaux, Abdelghani Bekrar, Thierry Dailly. Multi‐agent system for the reactive fleet maintenance support planning of a fleet of mobile cyber–physical systems. IET Cyber-Physical Systems: Theory & Applications, Wiley, 2020, 5 (4), pp.376-387. ⟨10.1049/iet-cps.2019.0063⟩. ⟨hal-03425038⟩



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