Post-prognostics decision making in distributed MEMS-based systems
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Titre | Post-prognostics decision making in distributed MEMS-based systems |
Type de publication | Journal Article |
Year of Publication | 2019 |
Auteurs | Skima H, Varnier C, Dedu E, Medjaher K, Bourgeois J |
Journal | JOURNAL OF INTELLIGENT MANUFACTURING |
Volume | 30 |
Pagination | 1125-1136 |
Date Published | MAR |
Type of Article | Article |
ISSN | 0956-5515 |
Mots-clés | distributed systems, Micro-Electro-Mechanical Systems, Post-prognostics decision, Prognostics and health Management |
Résumé | In this paper, the problem of using prognostics information of micro-electro-mechanical systems (MEMS) for post-prognostics decision in distributed MEMS-based systems is addressed. A strategy of post-prognostics decision is proposed and then implemented in a distributed MEMS-based conveying surface. The surface is designed to convey fragile and tiny micro-objects. The purpose is to use the prognostics results of the used MEMS in the form of remaining useful life to maintain as long as possible a good performance of the conveying surface. For that, a distributed algorithm for distributed decision making in dynamic conditions is proposed. In addition, a simulator to simulate the decision in the targeted system is developed. Simulation results show the importance of the post-prognostics decision to optimize the utilization of the system and improve its performance. |
DOI | 10.1007/s10845-017-1312-8 |