University of Colorado System

Algorithms for Battery Management Systems Specialization

5 days left! Gain next-level skills with Coursera Plus for $199 (regularly $399). Save now.

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

28,123 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject

(1,793 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

(1,793 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

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

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

What you'll learn

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

Skills you'll gain

Category: Laboratory Testing
Category: Mathematical Modeling
Category: Electrical Systems
Category: Engineering Calculations
Category: Basic Electrical Systems
Category: Electronic Systems
Category: Simulations
Category: Estimation
Category: Electrical Engineering
Category: Matlab

What you'll learn

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

Skills you'll gain

Category: Estimation
Category: Linear Algebra
Category: Performance Tuning
Category: Mathematical Modeling
Category: Probability
Category: Computational Thinking
Category: Electrical Power
Category: Simulation and Simulation Software
Category: Model Evaluation
Category: Matlab
Category: Probability & Statistics

What you'll learn

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

Skills you'll gain

Category: Estimation
Category: Simulation and Simulation Software
Category: Mathematical Modeling
Category: Applied Mathematics
Category: Research
Category: Algorithms
Category: Machine Learning Methods
Category: Electric Power Systems
Category: Calculus
Category: Scripting
Category: Laboratory Testing
Category: Electrical Power
Category: Model Evaluation
Category: Electronic Components
Category: Matlab
Category: Numerical Analysis
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: Mathematical Modeling
Category: Model Evaluation
Category: Electrical Engineering
Category: Applied Mathematics
Category: Control Systems
Category: Power Electronics
Category: Algorithms
Category: Electronic Components
Category: Simulations
Category: Electronic Systems
Category: Electrical Power
Category: Engineering Calculations
Category: Matlab

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 Courses 82,147 learners

Offered by

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."

Frequently asked questions