https://github.com/faanid/soh-litium-battery-ev

SOH and SOC estimation of lithium-ion batteries in electric vehicles using Kalman Filter and real-time data
https://github.com/faanid/soh-litium-battery-ev

artificial-neural-networks battrey-management-system dataset electric-vehicles kalman-filter matlab matlab-codes soc soh

Last synced: about 1 year ago
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SOH and SOC estimation of lithium-ion batteries in electric vehicles using Kalman Filter and real-time data

• Host: GitHub
• URL: https://github.com/faanid/soh-litium-battery-ev
• Owner: faanid
• Created: 2025-05-17T07:22:52.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-17T07:27:18.000Z (about 1 year ago)
• Last Synced: 2025-05-17T08:26:46.632Z (about 1 year ago)
• Topics: artificial-neural-networks, battrey-management-system, dataset, electric-vehicles, kalman-filter, matlab, matlab-codes, soc, soh
• Language: MATLAB
• Homepage:
• Size: 424 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# soh-litium-battery-ev

ANN-based code for SOH estimation of lithium-ion batteries in electric vehicles, along with related code for SOC estimation using Kalman Filter with available current, voltage, temperature, and time data.

Using a real dataset and a custom dataset with Proteus simulation.

![training proteus dataset](https://github.com/user-attachments/assets/24191464-0e55-4f70-84f7-bd9ad321fa9b)

![SOH protrus datasest](https://github.com/user-attachments/assets/fe5aac47-9525-457a-9508-8e419a15993e)

![real soh](https://github.com/user-attachments/assets/036226d2-bad8-4b56-bc67-8c35fa457b49)

![real kalman](https://github.com/user-attachments/assets/0b523015-2a27-4354-aec0-f63a17ac83a9)

![Caتستتتتتتpture](https://github.com/user-attachments/assets/c1f6bf00-d722-41c6-9a75-6a06a5b23a1f)