Jiayang Liu

Condition monitoring of wind turbines with the implementation of spatio-temporal graph neural network

Jiayang Liu, Xiaosun Wang, Fuqi Xie et al. · Engineering Applications of Artificial Intelligence · 2023 · 97 citations

Engineering, Industrial Engineering, Time Series Analysis +14

Wind turbine fault detection based on deep residual networks

Jiayang Liu, Xiaosun Wang, Shijing Wu et al. · Expert Systems with Applications · 2022 · 92 citations

Computing, Computer Science, Fault-tolerant Systems +13

Cross-machine deep subdomain adaptation network for wind turbines fault diagnosis

Jiayang Liu, Liang Wan, Fuqi Xie et al. · Mechanical Systems and Signal Processing · 2024 · 52 citations

Computing, Computer Science, Systems Engineering +14

Condition Monitoring and Fault Detection of Wind Turbine Driveline With the Implementation of Deep Residual Long Short-Term Memory Network

Yuwei He, Jiayang Liu, Shijing Wu et al. · IEEE Sensors Journal · 2023 · 37 citations

Computing, Computer Science, Industrial Engineering +17

A multisensory time-frequency features fusion method for rotating machinery fault diagnosis under nonstationary case

Jiayang Liu, Fuqi Xie, Qiang Zhang et al. · Journal of Intelligent Manufacturing · 2023 · 34 citations

Computing, Data Science, Feature Engineering +15