배터리 AI8 [Scientific reports-2022] Transfer learning based generalized framework for state of health estimation of Li-ion cells 논문 전문 : https://www.nature.com/articles/s41598-022-16692-4 [출처] Sahoo, S., Hariharan, K.S., Agarwal, S. et al. Transfer learning based generalized framework for state of health estimation of Li-ion cells. Sci Rep 12, 13173 (2022). https://doi.org/10.1038/s41598-022-16692-4 ※ The picture and content of this article are from the original paper. This article is more of an intuitive understanding th.. 2024. 1. 15. [Nature-2023] Deep learning to estimate lithium-ion battery state of health without additional degradation experiment 논문 전문 : https://www.nature.com/articles/s41467-023-38458-w [출처] Lu, J., Xiong, R., Tian, J. et al. Deep learning to estimate lithium-ion battery state of health without additional degradation experiments. Nat Commun 14, 2760 (2023). https://doi.org/10.1038/s41467-023-38458-w ※ The picture and content of this article are from the original paper. This article is more of an intuitive understanding .. 2024. 1. 5. [Power Sources-2022] End-to-end capacity estimation of Lithium-ion batteries with an enhanced long short-term memory network considering domain adaptation 논문 전문 : https://www.sciencedirect.com/science/article/abs/pii/S0378775321013124 [출처] Te Han, Zhe Wang, Huixing Meng,End-to-end capacity estimation of Lithiumion batteries with an enhanced long short-term memory network considering domain adaptation,Journal of Power Sources,Volume 520,2022,230823,ISSN 0378-7753,https://doi.org/10.1016/j.jpowsour.2021.230823. ※ The picture and content of this arti.. 2024. 1. 2. [CVPR-2021] Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries 논문 전문 : https://arxiv.org/pdf/2209.05253.pdf [출처] https://doi.org/10.48550/arXiv.2209.05253 ※ The picture and content of this article are from the original paper. [논문 요약] Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries 재미있게도 이 논문은 Vision에 관한것이 아닌데도 CVPR에 투고된 논문입니다. Vision Transformer를 쓴다는 이유때문인것같은데.. 혹은 Pattern Recognition이라서인가... 사실 Pattern Rec.. 2023. 11. 27. [MDPI-2021] Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review 논문 전문 : https://www.mdpi.com/2079-9292/10/11/1309 [출처] Article: Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review Authors: by Akash Samanta,Sumana Chowdhuri and Sheldon S. Williamson Link: https://www.mdpi.com/2079-9292/10/11/1309 ※ The picture and content of this article are from the original paper. [논문요약] Machine Learning-Based Data-Driven F.. 2023. 1. 9. 이전 1 2 다음
