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battery-management

Here are 13 public repositories matching this topic...

Pure Battery Analytics is the best battery application for Windows laptops on the Microsoft store. This is a repository for Pure Battery Analytics. Both the System Tray Add-on & Main Application.

  • Updated Feb 9, 2025

SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. Includes customizable environments for workload scheduling, cooling optimization, and battery management, with integration into Gymnasium.

  • Updated Dec 6, 2024
  • HTML

A method for predicting the State of Charge (SOC), the State of Energy (SOE), and ultimately the range prediction using a sequence of neural network models. The technique predicts the range of the vehicle by taking into account the state of the battery, the state of the vehicle, the driving style, and the road conditions. The system is deployed …

  • Updated Jul 2, 2021
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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.

  • Updated Jan 21, 2025
  • Jupyter Notebook

This data science / physics report explores machine learning approaches for electric vehicle optimization. It covers battery management, range prediction, charging station placement and energy efficiency. It highlights AI-driven solutions for predictive maintenance, energy scheduling, and enhancing EV performance to support wider adoption.

  • Updated Feb 5, 2025

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