Xisheng Jia

Transformer-based intelligent fault diagnosis methods of mechanical equipment: A survey

Rongcai Wang, Enzhi Dong, Zhonghua Cheng et al. · Open Physics · 2024 · 35 citations · Full text

Fault Diagnosis, Engineering, Diagnosis +16

A new fault diagnosis method based on convolutional neural network and compressive sensing

Yunfei Ma, Xisheng Jia, Huajun Bai et al. · Journal of Mechanical Science and Technology · 2019 · 34 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +9

Diesel Engine Fault Diagnosis Method Based on Optimized VMD and Improved CNN

Xianbiao Zhan, Huajun Bai, Hao Yan et al. · Processes · 2022 · 34 citations · Full text

Fault Diagnosis, Image Analysis, Machine Learning +13

Combination of Optimized Variational Mode Decomposition and Deep Transfer Learning: A Better Fault Diagnosis Approach for Diesel Engines

Huajun Bai, Xianbiao Zhan, Hao Yan et al. · Electronics · 2022 · 26 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +15

Research on Fault Feature Extraction Method of Rolling Bearing Based on SSA–VMD–MCKD

Zichang Liu, Siyu Li, Rongcai Wang et al. · Electronics · 2022 · 19 citations · Full text

Radar, Fault Diagnosis, Condition Monitoring +9