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Nov 22, 2025 - Python
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battery-state-estimation
Here are 4 public repositories matching this topic...
Sandbox to develop, test and compare Kalman Fitler-enabled estimation techniques for state of charge of a sample lithium-ion battery, utilizing transient signals to predict state across points in time.
open-source simulation modeling jupyter-notebook data-analysis kalman-filtering kalman-filter energy-storage modeling-and-simulation lithium-ion-batteries pybamm battery-management state-of-charge state-of-health battery-state-estimation
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Jan 21, 2025 - Jupyter Notebook
Sandbox to develop, test and compare neural network-enabled estimation techniques for state of charge of a sample lithium-ion battery using deep learning methodologies, utilizing transient signals to predict state across points in time.
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Mar 29, 2025 - Python
Reducing electric vehicle range anxiety with machine learning models incorporating human behavior
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Apr 24, 2025 - Jupyter Notebook
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