Battery state of charge estimation using kalman filter in Matlab
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Apr 12, 2024 - MATLAB
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soc-estimation
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This project investigates State of Charge (SOC) estimation using a deep learning approach with temporal data. The primary aim was to explore and develop an accurate, robust SOC estimation model by refining model architecture and hyperparameters.
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Nov 22, 2024 - Python
Prior-based patch-level representation learning for electric vehicle battery state-of-charge estimation across a wide temperature scope
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Sep 19, 2024 - Jupyter Notebook
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