Research on multitask fault diagnosis and weight visualization of rotating machinery based on convolutional neural network

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

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

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

Computing, Computer Science, Computer Vision +16

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.7K citations

Computing, Computer Science, Mechanical Engineering +17

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 · 1.4K citations

Computing, Computer Science, Mechatronics Engineering +17

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens, Viktor Slavkovikj, Bram Vervisch et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Computing, Computer Science, Mechanical Engineering +14