Battery Pack Design Solution for Battery EVs in Simscape

Version 24.1.1.5 (29,8 Mo) par Steve Miller
Battery pack model for thermal management tasks, with modules of cells in series and parallel.
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Mise à jour 18 août 2024
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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 links below to get files compatible with earlier releases of MATLAB.
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.
Try these free, hands-on tutorials to learn how to use Simscape:
To learn more about Simscape, visit the resources page for tutorials and examples:

Citation pour cette source

Steve Miller (2024). Battery Pack Design Solution for Battery EVs in Simscape (https://github.com/mathworks/Battery-Pack-Model-Simscape/releases/tag/24.1.1.5), GitHub. Extrait(e) le .

Compatibilité avec les versions de MATLAB
Créé avec R2024a
Compatible avec les versions R2020b à R2024a
Plateformes compatibles
Windows macOS Linux
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Libraries/+batteryModule

Overview/html

Scripts_Data

Libraries/demoDetailedThermalDataTransfer

Models

Models/BEV_Battery_Plant_Model

Overview

Overview

Scripts_Data

Version Publié le Notes de version
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

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.
Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.