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

Access provided by New York State Department of Labor

26,003 already enrolled

Get in-depth knowledge of a subject
4.8

(1,769 reviews)

Intermediate level

Recommended experience

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

(1,769 reviews)

Intermediate level

Recommended experience

3 months
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
Coursera Career Certificate

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Coursera Career Certificate

Specialization - 5 course series

Introduction to battery-management systems

Course 124 hours4.8 (2,156 ratings)

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: Manufacturing Processes
Category: Manufacturing and Production
Category: Thermal Management
Category: Embedded Systems
Category: System Requirements
Category: Performance Testing
Category: High Voltage
Category: Failure Mode And Effects Analysis
Category: Electrical Engineering
Category: Engineering Calculations
Category: Basic Electrical Systems
Category: Electronic Components
Category: Safety Assurance
Category: Electrical Safety

Equivalent Circuit Cell Model Simulation

Course 227 hours4.7 (547 ratings)

What you'll learn

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

Skills you'll gain

Category: Simulations
Category: Data Analysis Software
Category: Electronic Components
Category: Engineering Calculations
Category: Applied Mathematics
Category: Mathematical Modeling
Category: Engineering Analysis
Category: Electrical Engineering
Category: Scripting
Category: Matlab
Category: Basic Electrical Systems

Battery State-of-Charge (SOC) Estimation

Course 327 hours4.8 (253 ratings)

What you'll learn

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

Skills you'll gain

Category: Estimation
Category: Applied Mathematics
Category: Linear Algebra
Category: Mathematical Modeling
Category: Performance Tuning
Category: Probability
Category: Algorithms
Category: Statistical Process Controls
Category: Systems Engineering
Category: Differential Equations
Category: Anomaly Detection
Category: Matlab
Category: Simulation and Simulation Software

Battery State-of-Health (SOH) Estimation

Course 422 hours4.7 (157 ratings)

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: Engineering Calculations
Category: Numerical Analysis
Category: Applied Mathematics
Category: Failure Analysis
Category: Electronic Components
Category: Experimentation
Category: Verification And Validation
Category: Statistical Methods
Category: Matlab
Category: Algorithms
Category: Simulation and Simulation Software
Category: Embedded Systems
Category: Calculus

Battery Pack Balancing and Power Estimation

Course 522 hours4.9 (103 ratings)

What you'll learn

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

Skills you'll gain

Category: Mathematical Modeling
Category: Estimation
Category: Physics
Category: Electrical Engineering
Category: Engineering Calculations
Category: Electronic Systems
Category: Simulations
Category: Electronic Components
Category: Algorithms
Category: Matlab
Category: Power Electronics

Instructor

Gregory Plett
University of Colorado System
9 Courses75,926 learners

Offered by

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

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