Adaptive Signal Fusion Method for Swashplate Pump Fault Detection Based on Bidirectional Long Short-Term Memory with Wavelet Scattering Transform Feature Extraction Method

Author:

Koo Bonyong,Abebe Misganaw,Kim Sun Young,Jeong Heon-Sul

Publisher

Elsevier BV

Reference52 articles.

1. Signal-based intelligent hydraulic fault diagnosis methods: Review and prospects;J Dai;Chin. J. Mech. Eng,2019

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3. Noise prediction of axial piston pump based on different valve materials using a modified artificial neural network model;H Babikir;Alex. Eng. J,2019

4. Intelligent fault diagnosis of hydraulic piston pump combining improved LeNet-5 and PSO hyperparameter optimization;Y Zhu;Appl. Acoust,2021

5. An adaptive deep learning model towards fault diagnosis of hydraulic piston pump using pressure signal;S Tang;Eng. Fail. Anal,2022

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