Research on deep feature learning and condition recognition method for bearing vibration

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Deep Learning: Methods and Applications

Li Deng, Dong Yu · Foundations and Trends® in Signal Processing · 2014 · 3.3K citations · Full text

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Xinyu Li, Liang Gao et al. · IEEE Transactions on Industrial Electronics · 2017 · 2K citations

Fault Diagnosis, Convolutional Neural Network, Machine Vision +14

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

Türker İnce, Serkan Kıranyaz, Levent Eren et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.3K citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +14

An optimizing BP neural network algorithm based on genetic algorithm

Shifei Ding, Chunyang Su, Junzhao Yu · Artificial Intelligence Review · 2011 · 779 citations

Evolving Neural Network, Hybrid Algorithm, Engineering +4