Post-prognostics decision making in distributed MEMS-based systems

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TitrePost-prognostics decision making in distributed MEMS-based systems
Type de publicationJournal Article
Year of Publication2019
AuteursSkima H, Varnier C, Dedu E, Medjaher K, Bourgeois J
JournalJOURNAL OF INTELLIGENT MANUFACTURING
Volume30
Pagination1125-1136
Date PublishedMAR
Type of ArticleArticle
ISSN0956-5515
Mots-clésdistributed 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.

DOI10.1007/s10845-017-1312-8