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전체 글318

[Energy Stroage-2016] Charging protocols for lithium-ion batteries and their impact on cycle life-An experimental study with different 18650 high-power cells [논문 전문] : https://www.sciencedirect.com/science/article/abs/pii/S2352152X16300147[출처] Peter Keil, Andreas Jossen, Charging protocols for lithium-ion batteries and their impact on cycle life An experimental study with different 18650 high-power cells, Journal of Energy Storage, Volume 6, 2016, Pages 125-141, ISSN 2352-152X, https://doi.org/10.1016/j.est.2016.02.005. ※ The picture and content of t.. 2025. 7. 21.
[Nature-2024] Dynamic cycling enhances battery lifetime [논문 전문] : https://www.nature.com/articles/s41560-024-01675-8[출처] Geslin, A., Xu, L., Ganapathi, D. et al. Dynamic cycling enhances battery lifetime. Nat Energy 10, 172–180 (2025). https://doi.org/10.1038/s41560-024-01675-8 ※ The picture and content of this article are from the original paper.All picture and figures used in this article are sourced from publicily available on the internet. [논문 요.. 2025. 7. 17.
[Electronics-2023] A Novel Fusion Approach Consisting of GAN and State-of-Charge Estimator for synthetic Battery Operation Data Generation [논문 전문] : https://www.mdpi.com/2079-9292/12/3/657[출처] Wong, K.L.; Chou, K.S.; Tse, R.; Tang, S.-K.; Pau, G. A Novel Fusion Approach Consisting of GAN and State-of Charge Estimator for Synthetic Battery Operation Data Generation. Electronics 2023, 12, 657. https://doi.org/10.3390/electronics12030657 ※ The picture and content of this article are from the original paper.All picture and figures use.. 2025. 7. 14.
[Energy Chemistry-2025] A solution framework for the experimental data shortage problem of lithium-ion batteries : Generative adversarial network-based data augmentation for battery state estimation [논문 전문] : https://onlinelibrary.wiley.com/doi/abs/10.1002/er.7013[출처] Jinghua Sun, Ankun Gu, Josef Kainz, A solution framework for the experimental data shortage problem of lithium-ion batteries: Generative adversarial network-based data augmentation for battery state estimation, Journal of Energy Chemistry, Volume 103, 2025, Pages 476-497, ISSN 2095-4956, https://doi.org/10.1016/j.jechem.2024.1.. 2025. 7. 10.
[Energy Storage-2024] State of charge estimation for lithium-ion batteries based on data augmentation with generative adversarial networks [논문 전문] : https://www.sciencedirect.com/science/article/abs/pii/S2352152X23034035[출처] Chunsheng Hu, Fangjuan Cheng, Yong Zhao, Shanshan Guo, Liang Ma, State of charge estimation for lithium-ion batteries based on data augmentation with generative adversarial network, Journal of Energy Storage, Volume 80, 2024, 110004, ISSN 2352-152X, https://doi.org/10.1016/j.est.2023.110004. ※ The picture and c.. 2025. 7. 7.
[ICLR-2017] Mode Regularized Generative Adversarial Networks [논문 전문] : https://arxiv.org/abs/1612.02136[출처] https://doi.org/10.48550/arXiv.1612.02136 ※ The picture and content of this article are from the original paper.All picture and figures used in this article are sourced from publicily available on the internet. [논문 요약]Mode Regularized Generative Adversarial Networks MR-GAN은 GAN 초창기에 Mode Collapse 문제를 해결하고자 Mode Seeking GAN과 같이 노이즈와 생성결과물에 대한 명시적인 .. 2025. 7. 3.
[ICDM-2021] Towards Generating Real-World Time Series Data [논문 전문] : https://onlinelibrary.wiley.com/doi/abs/10.1002/er.7013[출처] https://arxiv.org/abs/2111.08386 ※ The picture and content of this article are from the original paper.All picture and figures used in this article are sourced from publicily available on the internet. [논문 요약]Towards Generating Real-World Time Series Data Microsoft와 UIUC에서 나온 RTS-GAN이라는 논문입니다.데이터의 퀄리티에 집중하는것 보다는, 실제 데이터에서 있는 .. 2025. 6. 30.
[Energy Research-2021] A generative adversarial network based synthetic data augmentation technique for battery condition evaluation [논문 전문] : https://onlinelibrary.wiley.com/doi/abs/10.1002/er.7013[출처] Naaz, Falak & Herle, Aniruddh & Channegowda, Janamejaya & Raj, Aditya & Lakshminarayanan, Meenakshi. (2021). A generative adversarial network‐based synthetic data augmentation technique for battery condition evaluation. International Journal of Energy Research. 45. 10.1002/er.7013. ※ The picture and content of this article ar.. 2025. 6. 27.
[VSCode] The window is not responding 오류 해결 방법 어젯밤 자정까지 잘돌던 Visual Studio Code가 아침에 일어나보니 갑자기 안되더군요상기와 같은 에러를 뜨며... 삽질을 하고 있지만, 어느정도 정리된 부분이 있어 공유드리고자합니다.RTX4060에 CUDA 11.2, Intel 13세대를 쓰고 있습니다. 혹자들은 RTX 30,40시리즈와 Intel 13세대 호환이 갑자기 충돌하는 경우가 있다느니 하지만.. 이 PC를 쓴지가 2년이 다되가는데 갑자기 어젯밤까지 잘돌던 VSCode가 안된다고?? 그건말이 안되는데.. 라고 생각했습니다.Extension이 문제니 뭐니하는 유튜브나 스택오버플로우 자료들도있지만, 아무리생각해도 이제까지 다 잘돌던 Extension이 몇시간만에 동작을안한다?? 납득이 안됩니다. 요점은, Control Panel(제어판).. 2025. 6. 14.

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