Enhancing multi-type fault diagnosis in lithium-ion battery systems: Vision transformer-based transfer learning approach

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

Computing, Computer Science, Computer Vision +14

A comparative study of different equivalent circuit models for estimating state-of-charge of lithium-ion batteries

Xin Lai, Yuejiu Zheng, Tao Sun · Electrochimica Acta · 2017 · 466 citations

Engineering, Chemical Engineering, Electrical Engineering +16

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

Rui Xiong, Wanzhou Sun, Quanqing Yu et al. · Applied Energy · 2020 · 463 citations

Engineering, Automotive Engineering, Electrical Engineering +17

Mechanism, modeling, detection, and prevention of the internal short circuit in lithium-ion batteries: Recent advances and perspectives

Xin Lai, Changyong Jin, Wei Yi et al. · Energy storage materials · 2020 · 409 citations

Engineering, Electrical Engineering, Materials Science +16

Battery Fault Diagnosis for Electric Vehicles Based on Voltage Abnormality by Combining the Long Short-Term Memory Neural Network and the Equivalent Circuit Model

Da Li, Zhaosheng Zhang, Peng Liu et al. · IEEE Transactions on Power Electronics · 2020 · 329 citations

Engineering, Automotive Engineering, Electrical Engineering +17