A novel fault diagnosis method of rotating machinery via VMD, CWT and improved CNN

Bearing fault diagnosis based on optimal convolution neural network

(2022) Yongjian Sun et al.   MEASUREMENT

An optimized variational mode decomposition method and its application in vibration signal analysis of bearings

(2021) Jun Gu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Rope Tension Fault Diagnosis in Hoisting Systems Based on Vibration Signals Using EEMD, Improved Permutation Entropy, and PSO-SVM

(2020) Shaohua Xue et al.   Entropy

A Fault Diagnosis Method of Mine Hoist Disc Brake System Based on Machine Learning

(2020) Juanli Li et al.   Applied Sciences-Basel

Resonance-based sparse adaptive variational mode decomposition and its application to the feature extraction of planetary gearboxes

(2020) Jing Zhu et al.   PLoS One

Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions

(2020) Bo Zhao et al.   KNOWLEDGE-BASED SYSTEMS

A novel method based on nonlinear auto-regression neural network and convolutional neural network for imbalanced fault diagnosis of rotating machinery

(2020) Quan Zhou et al.   MEASUREMENT

A GOA-MSVM based strategy to achieve high fault identification accuracy for rotating machinery under different load conditions

(2020) Jianqun Zhang et al.   MEASUREMENT

Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms

(2020) Masoud Jalayer et al.   COMPUTERS IN INDUSTRY

An improved complementary ensemble empirical mode decomposition with adaptive noise and its application to rolling element bearing fault diagnosis

(2019) Yao Cheng et al.   ISA TRANSACTIONS

Fault Diagnosis for Rolling Element Bearings Based on Feature Space Reconstruction and Multiscale Permutation Entropy

(2019) Weibo Zhang et al.   Entropy

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

(2019) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing fault diagnosis for rotating machinery using vibration spectrum imaging and convolutional neural networks

(2019) Abdelraouf Youcef Khodja et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Fault diagnosis of high-speed train suspension systems using multiscale permutation entropy and linear local tangent space alignment

(2019) Yunguang Ye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Teager Energy Entropy Ratio of Wavelet Packet Transform and Its Application in Bearing Fault Diagnosis

(2018) Shuting Wan et al.   Entropy

Adaptive variational mode decomposition method for signal processing based on mode characteristic

(2018) Jijian Lian et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An improved VMD with empirical mode decomposition and its application in incipient fault detection of rolling bearing

(2018) Fan Jiang et al.   IEEE Access

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Data-driven time-frequency analysis method based on variational mode decomposition and its application to gear fault diagnosis in variable working conditions

(2018) Fuhao Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel sensor fault diagnosis method based on Modified Ensemble Empirical Mode Decomposition and Probabilistic Neural Network

(2015) Yunluo Yu et al.   MEASUREMENT

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

Research on variational mode decomposition and its application in detecting rub-impact fault of the rotor system

(2015) Yanxue Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Multiwavelet transform and its applications in mechanical fault diagnosis – A review

(2013) Hailiang Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault diagnosis of pneumatic systems with artificial neural network algorithms

(2009) M. Demetgul et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review on Hilbert-Huang transform: Method and its applications to geophysical studies

(2008) Norden E. Huang et al.   REVIEWS OF GEOPHYSICS

Rotating machine fault diagnosis using empirical mode decomposition

(2007) Q. Gao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING