Performance Data Prognostics Based on Relevance Vector Machine and Particle Filter

Prognostics of equipment state is one of the most important and difficult issue in Prognostics and Health Management (PHM) technology. In this paper, Relevance Vector Machine (RVM) and Particle Filter (PF) are used to analyse equipment state and predict its trend. RVM regression is used to extract t...

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Bibliographic Details
Main Authors: Y. Hu, P. Luo
Format: Article
Language:English
Published: AIDIC Servizi S.r.l. 2013-07-01
Series:Chemical Engineering Transactions
Online Access:https://www.cetjournal.it/index.php/cet/article/view/6266