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

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

(2017) Wei Zhang et al.   SENSORS

Multiscale CNNs for Brain Tumor Segmentation and Diagnosis

(2016) Liya Zhao et al.   Computational and Mathematical Methods in Medicine

MO-DE-207B-06: Computer-Aided Diagnosis of Breast Ultrasound Images Using Transfer Learning From Deep Convolutional Neural Networks

(2016) B Huynh et al.   MEDICAL PHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier

(2013) Changqing Shen et al.   MEASUREMENT

Single and multi-stage phase demodulation based order-tracking

(2013) Michael D. Coats et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of the Wigner–Ville distribution for the detection of rotor asymmetries and eccentricity through high-order harmonics

(2012) V. Climente-Alarcon et al.   ELECTRIC POWER SYSTEMS RESEARCH

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree

(2009) N.R. Sakthivel et al.   EXPERT SYSTEMS WITH APPLICATIONS

BASE WAVELET SELECTION FOR BEARING VIBRATION SIGNAL ANALYSIS

(2009) RUQIANG YAN et al.   International Journal of Wavelets Multiresolution and Information Processing

Fault diagnosis of rotating machinery using an improved HHT based on EEMD and sensitive IMFs

(2009) Yaguo Lei et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform

(2009) Yanxue Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of the EEMD method to rotor fault diagnosis of rotating machinery

(2008) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault diagnosis based on Walsh transform and rough sets

(2008) Xiuqiao Xiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING