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J. Orellana-Iñiguez

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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