Open access
Aug 2026
Real-World SoC Estimation for Lithium-Ion Batteries in Electric Buses: Sampling Resolution and Machine Learning Efficiencys
This paper presents a deployment-oriented evaluation of data-driven SoC estimation using large-scale operational data from a battery electric bus, showing that temporal resolution strongly affects the accuracy-efficiency trade-off.
J. Orellana-Iñiguez, W. L. Gallo, M. D. de Almeida
· Eletrônica de Potência · 0 citations