A Hybrid PCA-CART-MARS-Based Prognostic Approach of the Remaining Useful Life for Aircraft Engines

A Hybrid PCA-CART-MARS-Based Prognostic Approach of the Remaining Useful Life for Aircraft Engines

Prognostics is an engineering discipline that predicts the future health of a system. In this research work, a data-driven approach for prognostics is proposed. Indeed, the present paper describes a data-driven hybrid model for the successful prediction of the remaining useful life of aircraft engin...

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Bibliographic Details
Main Authors: Fernando Sánchez Lasheras, Paulino José García Nieto, Francisco Javier de Cos Juez, Ricardo Mayo Bayón, Victor Manuel González Suárez
Format: Article
Language:English
Published: MDPI AG 2015-03-01
Series:Sensors
Subjects:
prognostics
aircraft engine
remaining useful life
principal component analysis (PCA)
dendrogram
classification and regression trees (CART)
multivariate adaptive regression splines (MARS)
Online Access:http://www.mdpi.com/1424-8220/15/3/7062

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http://www.mdpi.com/1424-8220/15/3/7062

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