Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries

no code implementations • 7 Sep 2022 • Pengyu Fu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang

At the same time, transfer learning (TL) is introduced, and the prediction model based on source task battery training is further fine-tuned according to the early cycle data of the target task battery to provide an accurate prediction.

Management Transfer Learning

A Transferable Intersection Reconstruction Network for Traffic Speed Prediction

no code implementations • 22 Jul 2022 • Pengyu Fu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang

Then, the spatial information is subdivided into intersection information and sequence information of traffic flow direction, and spatiotemporal features are obtained through various models.