Image representation of vibration signals and its application in intelligent compound fault diagnosis in railway vehicle wheelset-axlebox assemblies

Automatic sleep stage classification using time–frequency images of CWT and transfer learning using convolution neural network

(2020) Pankaj Jadhav et al.   Biocybernetics and Biomedical Engineering

Cyclostationary modeling for local fault diagnosis of planetary gear vibration signals

(2020) Ruo-Bin Sun et al.   JOURNAL OF SOUND AND VIBRATION

Planetary gearbox spectral modeling based on the hybrid method of dynamics and LSTM

(2020) Ruo-Bin Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Lagged encoding for image‐based time series classification using convolutional neural networks

(2020) Agnieszka Jastrzebska   Statistical Analysis and Data Mining

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

(2020) Dandan Peng et al.   IEEE Transactions on Industrial Informatics

Tri-axial vibration information fusion model and its application to gear fault diagnosis in variable working conditions

(2019) Jianwei Yang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Sparse representation based on parametric impulsive dictionary design for bearing fault diagnosis

(2019) Ruo-Bin Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault Diagnosis for Rail Vehicle Axle-Box Bearings Based on Energy Feature Reconstruction and Composite Multiscale Permutation Entropy

(2019) Xiaochao Wang et al.   Entropy

Fault detection and diagnosis of a wheelset-bearing system using a multi-Q-factor and multi-level tunable Q-factor wavelet transform

(2019) Jianming Ding et al.   MEASUREMENT

Multi-Fault Bearing Classification Using Sensors and ConvNet-Based Transfer Learning Approach

(2019) Sandeep S. Udmale et al.   IEEE SENSORS JOURNAL

Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study

(2019) Danielle Dias et al.   IEEE Geoscience and Remote Sensing Letters

Feature Trend Extraction and Adaptive Density Peaks Search for Intelligent Fault Diagnosis of Machines

(2018) Yanxue Wang et al.   IEEE Transactions on Industrial Informatics

Wheel Defect Detection With Machine Learning

(2018) Gabriel Krummenacher et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Artificial intelligence for fault diagnosis of rotating machinery: A review

(2018) Ruonan Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wind turbine fault detection and classification by means of image texture analysis

(2018) Magda Ruiz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Visibility Graph from Adaptive Optimal Kernel Time-Frequency Representation for Classification of Epileptiform EEG

(2017) Zhong-Ke Gao et al.   International Journal of Neural Systems

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

(2017) Luyang Jing et al.   MEASUREMENT

Independence-oriented VMD to identify fault feature for wheel set bearing fault diagnosis of high speed locomotive

(2017) Zipeng Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wheel-bearing fault diagnosis of trains using empirical wavelet transform

(2016) Hongrui Cao et al.   MEASUREMENT

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Noise resistant time frequency analysis and application in fault diagnosis of rolling element bearings

(2012) Guangming Dong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage classification and estimation in experimental structures using time series analysis and pattern recognition

(2010) Oliver R. de Lautour et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Axle box acceleration: Measurement and simulation for detection of short track defects

(2010) Marija Molodova et al.   WEAR

Applications of fault diagnosis in rotating machinery by using time series analysis with neural network

(2009) Chun-Chieh Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS