Liuyang Song

A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals

Huaqing Wang, Li Shi, Liuyang Song et al. · Computers in Industry · 2018 · 332 citations

Fault Diagnosis, Image Analysis, Fault Recognition Method +9

Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery

Liuyang Song, Huaqing Wang, Peng Chen · IEEE Transactions on Instrumentation and Measurement · 2018 · 285 citations

Fault Diagnosis, Engineering, Fault Signal +16

An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network

Huaqing Wang, Li Shi, Liuyang Song et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 182 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

A novel Fast Entrogram and its applications in rolling bearing fault diagnosis

Kun Zhang, Yonggang Xu, Zhiqiang Liao et al. · Mechanical Systems and Signal Processing · 2021 · 161 citations

Fault Diagnosis, Condition Monitoring, Novel Fast Entrogram +6

An adaptive data fusion strategy for fault diagnosis based on the convolutional neural network

Li Shi, Huaqing Wang, Liuyang Song et al. · Measurement · 2020 · 137 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +9