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image for course Battery Management System Modeling

Battery Management System Modeling

Learn to develop a battery management system using Simscape Battery. You will build cell balancing logic, a cooling control system, and a fault detection and protection system to ensure battery safety. Then, you will model a supervisory control system to effectively monitor and control battery pack performance.

Course modules

Introduction

Preview the course and the course example.

Lessons:
  • Course Overview
  • Course Example

Battery Pack and CC‑CV Overview

Get to know the battery pack structure and the charging and discharging logic.

Lessons:
  • Familiarize with Battery Pack and CC-CV Model

Passive Cell Balancing

Build a passive cell balancing logic to balance the charge level of the cells in the battery pack.

Lessons:
  • Cell Balancing in Battery Packs
  • Build Passive Cell Balancing Logic

Battery Cooling System

Model a cooling control system to prevent overheating of the battery pack during operation.

Lessons:
  • Battery Cooling System Operation
  • Model the Battery Cooling System

Battery Fault Monitoring

Build a fault monitoring system to detect overcurrent faults in the battery pack.

Lessons:
  • Fault Modeling in Battery Packs
  • Build Overcurrent Fault Monitoring System

Battery Supervisory Control

Build supervisory control logic to effectively monitor and control battery pack performance.

Lessons:
  • Operating Modes of Battery Pack
  • Build Supervisory Control Logic

Conclusion

Learn about next steps and give feedback on the course.

Lessons:
  • Summary
  • Additional Resources
  • Survey

Format:Self-paced

Language:English

Language

  • Hands-on exercises with automated feedback
  • Access to MATLAB through your web browser
  • Shareable progress report and course certificate

Battery Pack Modeling

Use Simscape to implement cell-to-pack workflows, battery pack thermal modeling, and adding a cooling plate to battery packs.

Battery State Estimation

Model Kalman filter-based techniques to estimate battery state using Simscape Battery.

Power Electronics Simulation Onramp

Learn the basics of simulating power electronics converters in Simscape.

Power Systems Simulation Onramp

Learn how to progressively build and validate power systems using Simscape Electrical.

Simscape Battery Onramp

Learn the basics of simulating battery systems in Simscape.

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