STL-LLM: A seasonal-trend decomposition-enhanced large language model for battery capacity aging trajectory prediction

eTransportation 2026

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Authors: Xuan Liu, Yan Lyu, Jie Gao, Cunfu He, Mengmeng Geng, Maosong Fan

DOI: 10.1016/j.etran.2026.100549

Cited by: 2

References: 35

Fields of Study & Subjects

Advanced Battery Technologies Research Advanced Battery Materials and Technologies Electric Vehicles and Infrastructure

References 35