Edge-Compatible SOH Estimation for Li-Ion Batteries via Hybrid Knowledge Distillation and Model Compression
Published in Journal of Energy Storage, 2025
This research develops an edge-compatible State of Health (SOH) estimation system for Lithium-ion batteries using hybrid knowledge distillation and model compression techniques, enabling efficient deployment on resource-constrained edge devices.
Authors: Kim T., Seo Y., Barde S.
Published in: Journal of Energy Storage, Volume 135, 2025
DOI: 10.1016/j.est.2025.118275
Recommended citation: Kim T., Seo Y., & Barde, S. (2025). "Edge-Compatible SOH Estimation for Li-Ion Batteries via Hybrid Knowledge Distillation and Model Compression." Journal of Energy Storage. 135, 118275.
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