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TRACKSIM: A Multi-Level Simulation Framework for Near-Life Battery Data Generation
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| Author(s) |
Nicolai WEINREICH, Xin SUI, Remus TEODORESCU, Kim LARSEN |
| Abstract |
Data-driven methods in the battery intelligence field are highly dependent on data similar to the targeted application. This paper introduces the multi-level simulation framework TRACKSIM as a tool to generate realistic synthetic battery cell data for training data-driven models. A use-case for State-Of-Health (SOH) estimation is presented. |
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| Filename: | 0180-epe2025-full-17103133.pdf |
| Filesize: | 4.147 MB |
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| Type |
Members Only |
| Date |
Last modified 2025-08-31 by System |
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