On Equivalent Circuit Model-Based State-of-Charge Estimation for Lithium-Ion Batteries in Electric Vehicles

On Equivalent Circuit Model-Based State-of-Charge Estimation for Lithium-Ion Batteries in Electric Vehicles

<p dir="ltr">The State-of-Charge (SoC) of Lithium-Ion Batteries (LIBs) is a crucial parameter for Battery Management Systems (BMSs) used in Electric Vehicles (EVs). This paper presents a comprehensive study on the SoC estimation of LIBs using advanced model-based methods. The practic...

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Bibliographic Details
Main Author: Fatma Ahmed (11084787) (author)
Other Authors: Khalid Abualsaud (16888701) (author), Ahmed M. Massoud (16896417) (author)
Published: 2025
Subjects:
Engineering
Automotive engineering
Electrical engineering
Electronics, sensors and digital hardware
Equivalent circuit model (ECM)
state-of-charge (SoC)
extended Kalman filter (EKF)
unscented Kalman filter (UKF)
electric vehicles (EVs)
Estimation
Kalman filters
Accuracy
Integrated circuit modeling
Noise
Adaptation models
Robustness
Real-time systems
Parameter estimation
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