Real-time broken rotor bar fault detection and classification by shallow 1D convolutional neural networks

A Novel Fault Diagnosis Method for Rotating Machinery Based on a Convolutional Neural Network

(2018) Sheng Guo et al.   SENSORS

An Intelligent Fault Diagnosis Method for Bearings with Variable Rotating Speed Based on Pythagorean Spatial Pyramid Pooling CNN

(2018) Sheng Guo et al.   SENSORS

Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings

(2017) David Verstraete et al.   SHOCK AND VIBRATION

Broken Rotor Bar Fault Detection and Classification Using Wavelet Packet Signature Analysis Based on Fourier Transform and Multi-Layer Perceptron Neural Network

(2017) Sahar Zolfaghari et al.   Applied Sciences-Basel

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Fault Diagnosis in Image-Based Visual Servoing With Eye-in-Hand Configurations Using Kalman Filter

(2016) Mien Van et al.   IEEE Transactions on Industrial Informatics

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

Time-frequency atoms-driven support vector machine method for bearings incipient fault diagnosis

(2016) Ruonan Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Advanced Induction Motor Rotor Fault Diagnosis Via Continuous and Discrete Time–Frequency Tools

(2015) Joan Pons-Llinares et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

(2015) Zhiwei Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Reliable Fault Diagnosis for Low-Speed Bearings Using Individually Trained Support Vector Machines With Kernel Discriminative Feature Analysis

(2015) Myeongsu Kang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Broken rotor bar diagnosis in induction machines through stationary wavelet packet transform and multiclass wavelet SVM

(2013) Hassen Keskes et al.   ELECTRIC POWER SYSTEMS RESEARCH

An approach for automated fault diagnosis based on a fuzzy decision tree and boundary analysis of a reconstructed phase space

(2013) Ilhan Aydin et al.   ISA TRANSACTIONS

Wavelets for fault diagnosis of rotary machines: A review with applications

(2013) Ruqiang Yan et al.   SIGNAL PROCESSING

Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine

(2012) Shuen-De Wu et al.   Entropy

A new method for early fault detection and diagnosis of broken rotor bars

(2011) Ilhan Aydin et al.   ENERGY CONVERSION AND MANAGEMENT

Early fault diagnosis of rotating machinery based on wavelet packets—Empirical mode decomposition feature extraction and neural network

(2011) G.F. Bin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION

Online Detection of Broken Rotor Bars in Induction Motors by Wavelet Packet Decomposition and Artificial Neural Networks

(2009) A. Sadeghian et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Support vector machine for fault diagnosis of the broken rotor bars of squirrel-cage induction motor

(2009) Jaroslaw Kurek et al.   NEURAL COMPUTING & APPLICATIONS

A novel approach to construct grey principal component analysis evaluation model

(2008) Che-Tsung Tung et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bearing Fault Detection Via Stator Current Noise Cancellation and Statistical Control

(2008) Wei Zhou et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Automatic Online Diagnosis Algorithm for Broken-Bar Detection on Induction Motors Based on Discrete Wavelet Transform for FPGA Implementation

(2008) A. Ordaz-Moreno et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Fuzzy-Based Approach for the Diagnosis of Fault Modes in a Voltage-Fed PWM Inverter Induction Motor Drive

(2008) Fatiha Zidani et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Broken Rotor Bar Detection in Line-Fed Induction Machines Using Complex Wavelet Analysis of Startup Transients

(2008) Fernando Briz et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS