Bearing Fault Diagnosis Using Grad-CAM and Acoustic Emission Signals

MVMD-MOMEDA-TEO Model and Its Application in Feature Extraction for Rolling Bearings

(2019) Zhuorui Li et al.   Entropy

Automated bearing fault diagnosis scheme using 2D representation of wavelet packet transform and deep convolutional neural network

(2019) M.M. Manjurul Islam et al.   COMPUTERS IN INDUSTRY

Acoustic spectral imaging and transfer learning for reliable bearing fault diagnosis under variable speed conditions

(2019) Md Junayed Hasan et al.   MEASUREMENT

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Reliable fault diagnosis of bearings with varying rotational speeds using envelope spectrum and convolution neural networks

(2018) Dileep K. Appana et al.   SOFT COMPUTING

Application of an Improved Multipoint Optimal Minimum Entropy Deconvolution Adjusted for Gearbox Composite Fault Diagnosis

(2018) Wenan Cai et al.   SENSORS

Identification of Multiple Faults in Gearbox Based on Multipoint Optional Minimum Entropy Deconvolution Adjusted and Permutation Entropy

(2018) Huer Sun et al.   Entropy

Diagnosis of bearing defects under variable speed conditions using energy distribution maps of acoustic emission spectra and convolutional neural networks

(2018) Viet Tra et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Bearing Fault Diagnosis under Variable Speed Using Convolutional Neural Networks and the Stochastic Diagonal Levenberg-Marquardt Algorithm

(2017) Viet Tra et al.   SENSORS

Time-Varying and Multiresolution Envelope Analysis and Discriminative Feature Analysis for Bearing Fault Diagnosis

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

Rolling element bearing diagnostics—A tutorial

(2010) Robert B. Randall et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Accelerated natural fault diagnosis in slow speed bearings with Acoustic Emission

(2009) M. Elforjani et al.   ENGINEERING FRACTURE MECHANICS