Shangyu Zhao

A novel transformer‐embedded lithium‐ion battery model for joint estimation of state‐of‐charge and state‐of‐health

Shangyu Zhao, Kai Ou, Xingxing Gu et al. · Rare Metals · 2024 · 26 citations

Engineering, Electrical Engineering, Systems Engineering +17

Enhanced vision-transformer integrating with semi-supervised transfer learning for state of health and remaining useful life estimation of lithium-ion batteries

Ya‐Xiong Wang, Shangyu Zhao, Shiquan Wang et al. · Energy and AI · 2024 · 22 citations · Full text

Computing, Computer Science, Computer Vision +16

Hybrid Semi-Supervised Learning for Rotating Machinery Fault Diagnosis Based on Grouped Pseudo Labeling and Consistency Regularization

Baoxuan Zhao, Changming Cheng, Shangyu Zhao et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 18 citations

Computing, Computer Science, Industrial Engineering +17

Physics-informed deep sparse regression network for nonlinear dynamical system identification

Shangyu Zhao, Changming Cheng, Miaomiao Lin et al. · Journal of Sound and Vibration · 2024 · 11 citations

Natural Sciences, Physics, Systems Engineering +14

Detection of breathing cracks using physics-constrained hybrid network

Shangyu Zhao, Changming Cheng, Miaomiao Lin et al. · International Journal of Mechanical Sciences · 2024 · 10 citations

Engineering, Computational Engineering, Physics +11