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

Included with Coursera Plus

Get in-depth knowledge of a subject

(1,786 reviews)

Intermediate level

Recommended experience

3 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(1,786 reviews)

Intermediate level

Recommended experience

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

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

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

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

Manufacturing Processes, Materials science, Failure Analysis, Thermal Management, Safety Standards, Requirements Analysis, Electrical Systems, Electronic Components, High Voltage, Electrical Safety, Chemistry, Control Systems, Chemical Engineering, Energy and Utilities, Electrical Engineering, and Basic Electrical Systems

What you'll learn

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

Skills you'll gain

Simulations, Mathematical Modeling, Numerical Analysis, Electrical Engineering, Predictive Modeling, Electrical Systems, Power Electronics, Electronic Systems, Basic Electrical Systems, Analytical Testing, Scripting, Matlab, Engineering Calculations, Laboratory Testing, Scripting Languages, Engineering Analysis, and Applied Mathematics

What you'll learn

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

Skills you'll gain

Estimation, Performance Tuning, Mathematical Modeling, Probability, Applied Mathematics, Electrical Systems, Control Systems, Simulation and Simulation Software, and System Requirements

What you'll learn

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

Skills you'll gain

Estimation, Applied Mathematics, Mathematical Modeling, Simulations, Numerical Analysis, Matlab, Statistical Methods, Electronic Components, Calculus, Electric Power Systems, Chemistry, Electrical Engineering, Scripting, Laboratory Testing, and Algorithms

What you'll learn

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

Skills you'll gain

Estimation, Electrical Engineering, Mathematical Modeling, Power Electronics, Control Systems, Simulations, Algorithms, Matlab, Electrical Power, and Electronic Components

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 Courses79,850 learners

Offered by

Compare with similar products

Rating
Level
Skills
Tools
Last updated
Number of practice exercises
Degree eligibility
Part of Coursera Plus

You might also like

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions