Jinglong Chen

Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process

Jinglong Chen, Hongjie Jing, Yuanhong Chang et al. · Reliability Engineering & System Safety · 2019 · 465 citations

Recurrent Neural Network, Engineering, Machine Learning +10

Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals

Jinglong Chen, Jun Pan, Zipeng Li et al. · Renewable Energy · 2015 · 352 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Independence-oriented VMD to identify fault feature for wheel set bearing fault diagnosis of high speed locomotive

Zipeng Li, Jinglong Chen, Yanyang Zi et al. · Mechanical Systems and Signal Processing · 2016 · 334 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification

Jun Pan, Yanyang Zi, Jinglong Chen et al. · IEEE Transactions on Industrial Electronics · 2017 · 290 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +14

Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis

Yong Feng, Jinglong Chen, Tianci Zhang et al. · ISA Transactions · 2021 · 231 citations

Artificial Intelligence, Few-shot Learning, Semi-supervised Meta-learning Networks +9