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Enhancing Decisions in Prognostics and Health Management Framework

Authors :
Christophe Varnier
Omar Bougacha
Source :
International Journal of Prognostics and Health Management, Vol 11, Iss 1 (2020)
Publication Year :
2020
Publisher :
The Prognostics and Health Management Society, 2020.

Abstract

Prognostics and health management have become increasingly important in recent years. Many research studies focus on a crucial phase consisting of predicting the remaining useful life of equipment or a component. However, this step is often carried out without taking into account the decisions that will be taken later. This article aims to propose a modification of the existing PHM framework to combine the prognostics and decision-making phases in a closed loop. In this paper, the presented framework is described and some elements for its implementation are proposed. A simplifiedexample is developed to illustrate the presented methodology of post-prognostic decision enhancement.

Details

Language :
English
ISSN :
21532648
Volume :
11
Issue :
1
Database :
OpenAIRE
Journal :
International Journal of Prognostics and Health Management
Accession number :
edsair.doi.dedup.....7ae9dec1da712cead3e49c58c249deb2