An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE

Convergence Results for Neural Networks via Electrodynamics

arXiv (Cornell University) · 2018 · 2.9K citations · Full text

Computing, Computer Science, Physics +13

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

Computing, Computer Science, Mechanical Engineering +17

Stochastic Pooling for Regularization of Deep Convolutional Neural Networks

Matthew D. Zeiler, Rob Fergus · arXiv (Cornell University) · 2013 · 576 citations · Full text

Computing, Computer Science, Computer Vision +11

Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning

Pei Cao, Shengli Zhang, Jiong Tang · IEEE Access · 2018 · 460 citations · Full text

Computing, Computer Science, Mechanical Engineering +17

Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images

Min Xia, Guangjie Han, Yu Zhang et al. · IEEE Transactions on Industrial Informatics · 2020 · 439 citations · Full text

Computing, Computer Science, Computer Vision +16