Bearing fault diagnosis based on optimal convolution neural network

One-Dimensional Residual Convolutional Autoencoder Based Feature Learning for Gearbox Fault Diagnosis

(2020) Jianbo Yu et al.   IEEE Transactions on Industrial Informatics

Fault detection and identification of rolling element bearings with Attentive Dense CNN

(2020) Spyridon Plakias et al.   NEUROCOMPUTING

Deep multi-scale convolutional transfer learning network: A novel method for intelligent fault diagnosis of rolling bearings under variable working conditions and domains

(2020) Bo Zhao et al.   NEUROCOMPUTING

Detecting the Early Damages in Structures With Nonlinear Output Frequency Response Functions and the CNN-LSTM Model

(2020) Baoxuan Zhao et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Spatio-temporal fusion neural network for multi-class fault diagnosis of wind turbines based on SCADA data

(2020) Yanhua Pang et al.   RENEWABLE ENERGY

Deep-Convolution-Based LSTM Network for Remaining Useful Life Prediction

(2020) Meng Ma et al.   IEEE Transactions on Industrial Informatics

An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis

(2019) Wenyi Huang et al.   NEUROCOMPUTING

Intelligent Classification of Silicon Photovoltaic Cell Defects Based on Eddy Current Thermography and Convolution Neural Network

(2019) Bolun Du et al.   IEEE Transactions on Industrial Informatics

Convolutional neural network-based hidden Markov models for rolling element bearing fault identification

(2018) Shuhui Wang et al.   KNOWLEDGE-BASED SYSTEMS

A Convolutional Neural Network Based on a Capsule Network with Strong Generalization for Bearing Fault Diagnosis

(2018) Zhiyu Zhu et al.   NEUROCOMPUTING

Intelligent fault detection using raw vibration signals via dilated convolutional neural networks

(2018) Mohammad Azam Khan et al.   JOURNAL OF SUPERCOMPUTING

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

(2015) Wade A. Smith et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING