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Deep learning Battery4

[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.
[ENERGY-2021] Deep neural network battery impedance spectra prediction by only using constant-current curve 논문 전문 : https://www.sciencedirect.com/science/article/abs/pii/S2405829721002592 [출처] Yanzhou Duan, Jinpeng Tian, Jiahuan Lu, Chenxu Wang, Weixiang Shen, Rui Xiong, Deep neural network battery impedance spectra prediction by only using constant-current curve,Energy Storage Materials,Volume 41,2021,Pages 24-31,ISSN 2405-8297, https://doi.org/10.1016/j.ensm.2021.05.047.https://doi.org/10.1186/s1003.. 2021. 10. 28.
[전력전자학회-2020] SOH Estimation of the Battery using CNN and Impedance Spectrum 논문 전문 : https://www.dbpia.co.kr/Journal/articleDetail?nodeId=NODE10500689 [출처] Pradyumna TK, Asad Khan, Seung-June Lee, Younghwi Ko, Woojin Choi, Albert SJ Kang."SOH Estimation of the Battery using CNN and Impedance Spectrum."전력전자학회 학술대회 논문집.(2020):73-75.https://doi.org/10.1186/s10033-018-0268-8 ※ The picture and content of this article are from the original paper. [논문요약] SOH Estimation of the B.. 2021. 10. 14.

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