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Early Cycle Charge Trajectory Generative Prediction and Full Life Cycle Health Management of Iron-Chromium Flow Batteries Based on FlowBD-E1

arXiv cs.LG · 2026-08-18 Cached

This paper introduces FlowBD-E1, an early-cycle generative forecasting framework that predicts full charge voltage/current trajectories for iron-chromium flow batteries, enabling accurate health management with sub-percent error rates in industrial validation.

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