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Article Dans Une Revue Engineering Applications of Artificial Intelligence Année : 2003

A multi-agents based E-maintenance system with case-based reasoning decision support

Résumé

Today, one challenge of a manufacturer is to maintain with the consumer, the expected service of the supplied product during the whole product life cycle, no matter where the product and the consumer are located. The combination of modern information processing and communication tools, commonly referred to as Tele-service, offers the technical support required to implement this remote service maintenance. However, this technical support is insufficient to face new remote maintenance decision-makings which requires not only informational exchanges between customers and suppliers but also cooperation and negotiation based on the sharing of different complementary and/or contradictory knowledge. It requires an evolution from Tele-service to E-service and e-Maintenance in particular where the maintenance decision-making results from collaboration of maintenance processes and experts to form a DAI environment. For this purpose, a Problem-Oriented Multi-Agent-Based E-Service System (POMAESS) is introduced in this paper. The protocol of negotiation for multi agents and the CBR-based decision support function within this system are discussed, emphasised at the service maintenance problem solving. A prototype system based on these methodologies is developed to demonstrate the feasibility.
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Dates et versions

hal-02162318 , version 1 (24-06-2019)

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Ren Yu, Benoît Iung, Hervé Panetto. A multi-agents based E-maintenance system with case-based reasoning decision support. Engineering Applications of Artificial Intelligence, 2003, 16 (4), pp.321-333. ⟨10.1016/S0952-1976(03)00079-4⟩. ⟨hal-02162318⟩
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