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
4.8

(1,788 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
4.8

(1,788 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

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Taught in English
161 practice exercises

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  • 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, High Voltage, Thermal Management, Requirements Analysis, Control Systems, Chemical Engineering, Basic Electrical Systems, Chemistry, Electrical Engineering, Safety Standards, Energy and Utilities, Electrical Safety, Electrical Systems, and Electronic Components

What you'll learn

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

Skills you'll gain

Simulation and Simulation Software, Mathematical Modeling, Predictive Modeling, Numerical Analysis, Electrical Engineering, Electrical Systems, Engineering Calculations, Electronic Systems, Basic Electrical Systems, Laboratory Testing, Estimation, Control Systems, Matlab, Computational Logic, and Mathematical Software

What you'll learn

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

Skills you'll gain

Estimation, Performance Tuning, Applied Mathematics, Probability, Mathematical Modeling, 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, Mathematical Modeling, Simulation and Simulation Software, Statistical Methods, Electrical Systems, Matlab, Calculus, Analytical Testing, Scripting, and Chemistry

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, Applied Mathematics, Control Systems, Simulations, Electronic Components, Engineering Calculations, Electrical Power, Electronic Systems, Matlab, and Algorithms

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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

 

Instructor

Gregory Plett
University of Colorado System
9 Courses80,078 learners

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