Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment

Atamuradov, Vepa; Medjaher, Kamal; Camci, Fatih; Dersin, Pierre; Zerhouni, Noureddine

doi:10.1109/tim.2018.2869193

Public

Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment

Published in IEEE Transactions on Instrumentation and Measurement • Sep 26, 2018

Authors:

Vepa Atamuradov

Kamal Medjaher

Fatih Camci

Abstract

This paper presents a condition monitoring approach for point machine prognostics to increase the reliability, availability, and safety in railway transportation industry. The proposed approach is composed of three steps: 1) health indicator (HI) construction by data fusion, 2) health state assessme...

Subject

Prognostics

Support vector machine

Artificial intelligence

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