Changan Zhu

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

Meng Gan, Cong Wang, Changan Zhu · Mechanical Systems and Signal Processing · 2015 · 546 citations

Fault Diagnosis, Fault Pattern Recognition, Engineering +10

CNN based automatic detection of photovoltaic cell defects in electroluminescence images

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Energy · 2019 · 302 citations

Electrical Engineering, Cell Detection, Image Analysis +8

Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2020 · 228 citations

Convolutional Neural Network, Image Classification, Image Analysis +10

Deep features based on a DCNN model for classifying imbalanced weld flaw types

Wenhui Hou, Ye Wei, Yi Jin et al. · Measurement · 2018 · 123 citations

Deep Features, Convolutional Neural Network, Engineering +10

Automatic Detection of Welding Defects using Deep Neural Network

Wenhui Hou, Ye Wei, Jie Guo et al. · Journal of Physics Conference Series · 2018 · 122 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16