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

25,082 already enrolled

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4.8

(1,735 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

(1,735 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

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Taught in English

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Specialization - 5 course series

Introduction to battery-management systems

Course 124 hours4.8 (2,126 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: Understand the requirements of a battery-management system
Category: Understand how lithium-ion battery cells work

Equivalent Circuit Cell Model Simulation

Course 227 hours4.7 (537 ratings)

What you'll learn

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

Skills you'll gain

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

Battery State-of-Charge (SOC) Estimation

Course 327 hours4.8 (250 ratings)

What you'll learn

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

Skills you'll gain

Category: H​ow to implement state-of-health (SOH) estimators for lithium-ion battery cells

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: Design equivalent-circuit models for lithium-ion battery cells

Battery Pack Balancing and Power Estimation

Course 522 hours4.9 (100 ratings)

What you'll learn

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

Skills you'll gain

Category: H​ow to design balancers and power-limits estimators for lithium-ion battery packs

Instructor

Gregory Plett
University of Colorado System
9 Courses73,099 learners

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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

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