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[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-2020] Machine Learning Applied to EV Battery SOC and SOH Estimation : SOTA - I 논문 전문 : https://ieeexplore.ieee.org/document/9036949 [출처] C. Vidal, P. Malysz, P. Kollmeyer and A. Emadi, "Machine Learning Applied to Electrified Vehicle Battery State of Charge and State of Health Estimation: State-of-the-Art," in IEEE Access, vol. 8, pp. 52796-52814, 2020, doi: 10.1109/ACCESS.2020.2980961. ※ The picture and content of this article are from the original paper. [논문요약] Machine L.. 2021. 11. 25.
[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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