Battery Pack Design Solution for Battery EVs in Simscape

Battery pack model for thermal management tasks, with modules of cells in series and parallel.

https://github.com/mathworks/Battery-Pack-Model-Simscape

版本 26.1.1.5 (29.7 MB)
2.9K 次下载
(4)
2026/5/16

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This repository shows use of Simscape to model an electric vehicle battery pack. There are three examples:
1. Battery Pack Thermal Management
Shows how to model an automotive battery pack for thermal management tasks.
2. Full Vehicle Thermal Management
Shows a BEV full vehicle thermal management with a detailed battery model.
3. Workflow from Module Design to Full Pack
Demonstrates a workflow to go from a detailed battery module design to a real-time pack plant model
4. Battery Management System for State of Charge estimation
Shows how to use Kalman Filters (EKF) and predict battery state of charge.
5. Battery Temperature estimation using Neural Networks
Shows how to use Neural Networks to eliminate a sensor in the battery pack. Demonstrates a workflow to generate training data for neural networks, train the network, validate it and use for time-series prediciton, and code generation for hardware deployment.
Open batteryExamplesProjectSetup.prj to get started up the project path. The project shortcut buttons in the toolstrip open these three examples.
Use the "Download" button above to get files compatible with the latest release of MATLAB.
You can also test in MATLAB Online
For earlier MATLAB releases, use "Version History" tab above or these links:
All examples have a battery-module custom component that is based on Simscape Electrical Battery (Table-Based) block for modeling battery behavior. Please visit the Simscape Electrical page to learn more about modeling electrical systems.
Learn how to use Simscape with

引用格式

Steve Miller (2026). Battery Pack Design Solution for Battery EVs in Simscape (https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/26.1.1.5), GitHub. 检索时间: .

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在 Help Center 和 MATLAB Answers 中查找有关 Propulsion and Power Systems 的更多信息

一般信息

MATLAB 版本兼容性

  • 兼容 R2020b 到 R2026a 的版本

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  • macOS
  • Linux
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版本 已发布 发行说明
26.1.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/26.1.1.5
25.2.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/25.2.1.5
25.1.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/25.1.1.5
24.2.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/24.2.1.5
24.1.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/24.1.1.5
23.2.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/23.2.1.5
23.1.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/23.1.1.5
See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/23.1.1.5
22.2.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/22.2.1.5
22.1.1.5

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/22.1.1.5
21.2.1.4

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/21.2.1.4
21.2.1.3

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/21.2.1.3
21.1.1.4

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/21.1.1.4
21.1.1.2

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/21.1.1.2
20.2.1.4

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/20.2.1.4
20.2.1.1

See release notes for this release on GitHub: https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/20.2.1.1
20.2.1.0

要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 存储库。
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 存储库。