Real time SOC estimation for Li-ion batteries in Electric vehicles using UKBF with online parameter identification

Real time SOC estimation for Li-ion batteries in Electric vehicles using UKBF with online parameter identification

Abstract In the recent era, Lithium ion batteries plays a significant role in EV industry due to their high specific energy density, power density, low self-discharge rate, and prolonged lifespan. Modeling the battery precisely and estimating its State of Charge with great precision is essential to...

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Bibliographic Details
Main Authors: Selvarani Nachimuthu, Faisal Alsaif, Gunapriya Devarajan, Indragandhi Vairavasundaram
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Electric Vehicle
Lithium ion battery
State of charge
Thevenin battery modelling
Unscented Kalman Bucy Filter
Online Access:https://doi.org/10.1038/s41598-025-85700-0
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