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calce
Here are 3 public repositories matching this topic...
Q-Learning based hybrid energy storage system (battery + supercapacitor) power management for electric vehicles. Streamlit dashboard with live vehicle animation and 5 driving scenarios.
python reinforcement-learning battery q-learning energy-management electric-vehicle streamlit supercapacitor calce hybrid-energy-system
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May 23, 2026 - Python
Predicting lithium-ion battery State of Health (SOH) from the CALCE CS2 cycling dataset using Linear Regression, Random Forest, and Gradient Boosting, validated with Leave-One-Battery-Out cross-validation across 6 cells and 5,662 cycles. Includes full preprocessing pipeline, feature ablation study, and write-up.
python data-science machine-learning battery random-forest linear-regression scikit-learn jupyter-notebook cross-validation gradient-boosting predictive-maintenance battery-health lithium-ion-batteries battery-degradation calce state-of-health
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Aug 25, 2026 - Jupyter Notebook
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