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Battery Deep Learning16

[Power Sources-2023] State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism 논문 전문 : https://iopscience.iop.org/article/10.1088/1742-6596/2301/1/012014 [출처] Yiyue Jiang, Yuan Chen, Fangfang Yang, Weiwen Peng, State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism, Journal of Power Sources,Volume 556,2023,232466,ISSN 0378-7753,https://doi.org/10.1016/j.jpowsour.2022.232466. ※ The picture and content of thi.. 2023. 3. 16.
[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.
[Energy-2022] State of health prognostics for series battery packs : A universal deep learning method 논문 전문 : https://www.sciencedirect.com/science/article/abs/pii/S0360544221021058 [출처] Yunhong Che, Zhongwei Deng, Penghua Li, Xiaolin Tang, Kavian Khosravinia, Xianke Lin, Xiaosong Hu, State of health prognostics for series battery packs: A universal deep learning method,Energy,Volume 238, Part B, 2022,121857,ISSN 0360-5442, https://doi.org/10.1016/j.energy.2021.121857 ※ The picture and content o.. 2021. 12. 30.
[IEEE-2019] Data-Driven State of Health Estimation of Li-ion Batteries With RPT-Reduced Experimental Data 논문 전문 : https://ieeexplore.ieee.org/abstract/document/8786090 [출처] J. Kim et al., "Data-Driven State of Health Estimation of Li-Ion Batteries With RPT-Reduced Experimental Data," in IEEE Access, vol. 7, pp. 106987-106997, 2019, doi: 10.1109/ACCESS.2019.2932719.https://doi.org/10.1016/j.egyai.2020.100007. ※ The picture and content of this article are from the original paper. [논문요약] Data-Driven St.. 2021. 12. 16.
[Energy and AI-2020] Data-driven smart charging for heterogeneous electric vehicle fleets 논문 전문 : https://www.sciencedirect.com/science/article/pii/S2666546820300070 [출처] Oliver Frendo, Jérôme Graf, Nadine Gaertner, Heiner Stuckenschmidt,Datadriven smart charging for heterogeneous electric vehicle fleets,Energy and AI,Volume 1,2020,100007,ISSN 2666-5468, https://doi.org/10.1016/j.egyai.2020.100007. ※ The picture and content of this article are from the original paper. [논문요약] Data-dri.. 2021. 12. 9.

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