Remaining Useful Life Estimation Using Long Short-Term Memory Neural Networks and Deep Fusion

Estimation of Remaining Useful Life (RUL) is a crucial task in Prognostics and Health Management (PHM) for condition-based maintenance of machinery. In order to transmit and store the sensor data for archiving and long term analysis, data compression techniques are regularly used to reduce the requi...

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Bibliographic Details
Main Authors: Yang Zhang, Paul Hutchinson, Nicholas A. J. Lieven, Jose Nunez-Yanez
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8960368/