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

Taught in English

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Gregory Plett

Instructor: Gregory Plett

23,027 already enrolled

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Specialization - 5 course series

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4.8

(1,667 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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Specialization - 5 course series

Get in-depth knowledge of a subject

4.8

(1,667 reviews)

Intermediate level

Recommended experience

3 months at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 5 course series

Introduction to battery-management systems

Course 124 hours4.8 (2,042 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 (521 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 (244 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 (151 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 (96 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
5 Courses67,136 learners

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