Ruonan Liu

Multiscale Kernel Based Residual Convolutional Neural Network for Motor Fault Diagnosis Under Nonstationary Conditions

Ruonan Liu, Fei Wang, Boyuan Yang et al. · IEEE Transactions on Industrial Informatics · 2019 · 411 citations

Fault Diagnosis, Convolutional Neural Network, Image Analysis +15

Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture

Boyuan Yang, Ruonan Liu, Enrico Zio · IEEE Transactions on Industrial Electronics · 2019 · 394 citations

Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine

Ruonan Liu, Guotao Meng, Boyuan Yang et al. · IEEE Transactions on Industrial Informatics · 2016 · 340 citations

Fault Diagnosis, Convolutional Neural Network, Electric Machine +18

Heteroatoms-doped hierarchical porous carbon derived from chitin for flexible all-solid-state symmetric supercapacitors

Yahui Wang, Ruonan Liu, Yadong Tian et al. · Chemical Engineering Journal · 2019 · 305 citations · Full text

Materials Science, Supercapacitors, Engineering +7

Fault Diagnosis for a Wind Turbine Generator Bearing via Sparse Representation and Shift-Invariant K-SVD

Boyuan Yang, Ruonan Liu, Xuefeng Chen · IEEE Transactions on Industrial Informatics · 2017 · 214 citations

Fault Diagnosis, Condition Monitoring, Sparse Representation +13