Pengfei Wen

Physics-Informed Neural Networks for Prognostics and Health Management of Lithium-Ion Batteries

Pengfei Wen, Zhi‐Sheng Ye, Yong Li et al. · IEEE Transactions on Intelligent Vehicles · 2023 · 125 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

A generalized remaining useful life prediction method for complex systems based on composite health indicator

Pengfei Wen, Shuai Zhao, Shaowei Chen et al. · Reliability Engineering & System Safety · 2020 · 121 citations

Quality Of Life, Life Assessment, Engineering +14

Remaining useful life with self-attention assisted physics-informed neural network

Xinyuan Liao, Shaowei Chen, Pengfei Wen et al. · Advanced Engineering Informatics · 2023 · 96 citations

Artificial Intelligence, Engineering, Physics +5

The effects of rotating conservation tillage with conventional tillage on soil properties and grain yields in winter wheat-spring maize rotations

Yujiao Zhang, Shulan Wang, Hao Wang et al. · Agricultural and Forest Meteorology · 2018 · 93 citations

Engineering, Land Use, Cropping System +9

Remaining Useful Life Prediction of IIoT-Enabled Complex Industrial Systems With Hybrid Fusion of Multiple Information Sources

Pengfei Wen, Yong Li, Shaowei Chen et al. · IEEE Internet of Things Journal · 2021 · 67 citations · Full text

Multiple Information Sources, Engineering, Machine Learning +23