Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance: Application to a Rotating Machine

Identifying and selecting optimal prognostic health indicators in the context of predictive maintenance is essential to obtain a good model and make accurate predictions. Several metrics have been proposed in the past decade to quantify the relevance of those prognostic parameters. Other works have...

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Bibliographic Details
Main Authors: Valentin Hamaide, François Glineur
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2021-07-01
Series:International Journal of Prognostics and Health Management
Subjects:
Online Access:http://papers.phmsociety.org/index.php/ijphm/article/view/2955