University of Colorado System
Algorithms for Battery Management Systems Specialization
26,674 enrolled
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

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(1,781 reviews)

Intermediate level

Recommended experience

Flexible schedule
3 months at 10 hours a week
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Get in-depth knowledge of a subject

(1,781 reviews)

Intermediate level

Recommended experience

Flexible schedule
3 months at 10 hours a week
Earn a career credential
Share your expertise with employers

Overview

  • 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

What’s included

Shareable certificate

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Taught in English
161 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado System

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: Failure Analysis
Category: Thermal Management
Category: Embedded Systems
Category: Manufacturing Processes
Category: Electronic Systems
Category: Electrical Systems
Category: Chemistry
Category: Electrical Engineering
Category: System Monitoring
Category: High Voltage
Category: Electrical Safety

What you'll learn

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

Skills you'll gain

Category: Simulations
Category: Mathematical Modeling
Category: Predictive Modeling
Category: Laboratory Testing
Category: Electric Power Systems
Category: Control Systems
Category: Electronics
Category: Power Electronics
Category: Electrical Power
Category: Basic Electrical Systems
Category: Matlab
Category: Engineering Calculations
Category: Electronic Systems
Category: Electrical Engineering

What you'll learn

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

Skills you'll gain

Category: Estimation
Category: Performance Tuning
Category: Probability
Category: Mathematical Modeling
Category: Applied Mathematics
Category: Engineering Calculations
Category: Electrical Systems
Category: Simulation and Simulation Software
Category: Control Systems

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: Statistical Methods
Category: Chemical Engineering
Category: Chemistry
Category: Calculus
Category: Applied Mathematics
Category: Embedded Systems
Category: Electrical Power
Category: Simulation and Simulation Software
Category: Regression Analysis
Category: Electrical Systems

What you'll learn

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

Skills you'll gain

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

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

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 Courses78,164 learners

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