Dechen Yao

Remaining useful life prediction of roller bearings based on improved 1D-CNN and simple recurrent unit

Dechen Yao, Boyang Li, Hengchang Liu et al. · Measurement · 2021 · 141 citations

Engineering, Machine Learning, Service Life Prediction +7

A lightweight neural network with strong robustness for bearing fault diagnosis

Dechen Yao, Hengchang Liu, Jianwei Yang et al. · Measurement · 2020 · 136 citations

Fault Diagnosis, Reliability Engineering, Engineering +11

An optimized railway fastener detection method based on modified Faster R-CNN

Tangbo Bai, Jianwei Yang, Guiyang Xu et al. · Measurement · 2021 · 99 citations

Image Analysis, Engineering, Pattern Recognition +4

Lightweight Convolutional Neural Network and Its Application in Rolling Bearing Fault Diagnosis under Variable Working Conditions

Hengchang Liu, Dechen Yao, Jianwei Yang et al. · Sensors · 2019 · 60 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +14

A Study on Railway Surface Defects Detection Based on Machine Vision

Tangbo Bai, Jialin Gao, Jianwei Yang et al. · Entropy · 2021 · 54 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +15