University of Colorado System
Algorithms for Battery Management Systems Specialization

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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

26,297 already enrolled

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Get in-depth knowledge of a subject
4.8

(1,774 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

(1,774 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: Manufacturing Processes
Category: Failure Analysis
Category: Thermal Management
Category: Electrical Engineering
Category: Chemistry
Category: Basic Electrical Systems
Category: Power Electronics
Category: Electronics
Category: Control Systems
Category: Electronic Components
Category: Energy and Utilities
Category: Systems Engineering
Category: Electrical Safety
Category: Electric Power Systems

What you'll learn

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

Skills you'll gain

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

What you'll learn

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

Skills you'll gain

Category: Numerical Analysis
Category: Linear Algebra
Category: Probability
Category: Performance Tuning
Category: Estimation
Category: Simulation and Simulation Software
Category: Applied Mathematics
Category: Matlab
Category: Calculus
Category: Mathematical Modeling
Category: Algorithms

What you'll learn

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

Skills you'll gain

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

What you'll learn

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

Skills you'll gain

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

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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 Courses76,890 learners

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