University of Colorado System
Algorithms for Battery Management Systems Specialization
University of Colorado System

Algorithms for Battery Management Systems Specialization

Get Started in Algorithms for Battery Management. Learn how to model lithium-ion battery cells, and how to use those models to manage battery packs

Gregory Plett

Instructor: Gregory Plett

26,208 already enrolled

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Get in-depth knowledge of a subject
4.8

(1,772 reviews)

Intermediate level

Recommended experience

3 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.8

(1,772 reviews)

Intermediate level

Recommended experience

3 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • How to design equivalent-circuit models for lithium-ion battery cells

  • How to implement state-of-charge (SOC) estimators for lithium-ion battery cells

  • How to implement state-of-health (SOH) estimators for lithium-ion battery cells

  • How to design balancers and power-limits estimators for lithium-ion battery packs

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Taught in English

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Specialization - 5 course series

What you'll learn

  • Understand how lithium-ion battery cells work

  • Understand the requirements of a battery-management system

Skills you'll gain

Category: Chemistry
Category: Electronic Components
Category: Electrical Safety
Category: Electrical Systems
Category: Performance Testing
Category: Manufacturing Processes
Category: High Voltage
Category: Failure Analysis
Category: Engineering Calculations
Category: Energy and Utilities
Category: Control Systems
Category: Systems Engineering
Category: System Monitoring
Category: Basic Electrical Systems
Category: Thermal Management

What you'll learn

  • How to design equivalent-circuit models for lithium-ion battery cells

Skills you'll gain

Category: Matlab
Category: Estimation
Category: Data Validation
Category: Performance Tuning
Category: Probability
Category: Numerical Analysis
Category: Anomaly Detection
Category: Linear Algebra
Category: Simulations

What you'll learn

  • How to implement state-of-charge (SOC) estimators for lithium-ion battery cells

Skills you'll gain

Category: Chemistry
Category: Matlab
Category: Estimation
Category: Electrical Substation
Category: Mathematical Modeling
Category: Failure Analysis
Category: Laboratory Testing
Category: Statistical Methods
Category: Engineering Calculations
Category: Simulations

What you'll learn

  • How to implement state-of-health (SOH) estimators for lithium-ion battery cells

Skills you'll gain

Category: Matlab
Category: Applied Mathematics
Category: Scripting
Category: Electrical Systems
Category: Mathematical Modeling
Category: Electrical Engineering
Category: Data Analysis Software
Category: Laboratory Testing
Category: Engineering Calculations
Category: Simulations

What you'll learn

  • How to design balancers and power-limits estimators for lithium-ion battery packs

Skills you'll gain

Category: Electronic Systems
Category: Matlab
Category: Estimation
Category: Algorithms
Category: Applied Mathematics
Category: Electrical Systems
Category: Numerical Analysis
Category: Mathematical Modeling
Category: Electrical Engineering
Category: Power Electronics
Category: Electrical Power
Category: Simulations

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Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

 

Instructor

Gregory Plett
University of Colorado System
9 Courses76,604 learners

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