LSTM-Based Temperature Prediction for Hot-Axles of Locomotives

The reliability of locomotives plays a central role for the smooth operation of railway systems. Hot-axle failures are one of the most commonly found problems leading to locomotive accidents. Since the operating status of the locomotive axle bearings can be distinctly reflected by the axle temperatu...

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Bibliographic Details
Main Authors: Luo Can, Yang Di, Huang Jin, Deng Yang-Dong
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:ITM Web of Conferences
Online Access:https://doi.org/10.1051/itmconf/20171201013