Bidirectional LSTM-Based Soft Sensor for Rotor Displacement Trajectory Estimation

Bidirectional LSTM-Based Soft Sensor for Rotor Displacement Trajectory Estimation

Constant rotor system monitoring enables timely control and maintenance actions that decrease the likelihood of severe malfunctions and end product quality deficits. Soft sensors represent a promising branch of solutions enhancing rotor system monitoring. A soft sensor can substitute a malfunctionin...

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Bibliographic Details
Main Authors: Jesse Miettinen, Tuomas Tiainen, Risto Viitala, Kari Hiekkanen, Raine Viitala
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Long short-term memory (LSTM)
recurrent neural network (RNN)
rotor system
soft sensor
vibration
Online Access:https://ieeexplore.ieee.org/document/9654210/

Internet

https://ieeexplore.ieee.org/document/9654210/

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