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

26,630 already enrolled

Get in-depth knowledge of a subject
4.8

(1,779 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

(1,779 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

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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: Manufacturing Processes
Category: Failure Analysis
Category: Thermal Management
Category: Electrical Systems
Category: Chemical Engineering
Category: Estimation
Category: Chemistry
Category: Requirements Analysis
Category: High Voltage
Category: Electrical Engineering
Category: Energy and Utilities
Category: Technical Design
Category: System Monitoring
Category: Electrical Safety
Category: Performance Tuning
Category: Basic Electrical Systems
Category: Power Electronics
Category: Control Systems

What you'll learn

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

Skills you'll gain

Category: Simulations
Category: Mathematical Modeling
Category: Electronics
Category: Engineering Calculations
Category: Applied Mathematics
Category: Power Electronics
Category: Electrical Engineering
Category: Electric Power Systems
Category: Electronic Systems
Category: Matlab
Category: Basic Electrical Systems

What you'll learn

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

Skills you'll gain

Category: Estimation
Category: Performance Tuning
Category: Probability
Category: Mathematical Modeling
Category: Numerical Analysis
Category: Applied Mathematics
Category: Engineering Calculations
Category: Electrical Systems
Category: Energy and Utilities
Category: Simulation and Simulation Software

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: Applied Mathematics
Category: Simulation and Simulation Software
Category: Electrical Power
Category: Chemical Engineering
Category: Embedded Systems
Category: Electrical Systems
Category: Statistical Methods
Category: Regression Analysis
Category: Chemistry
Category: Calculus

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: Mathematical Software
Category: Electrical Engineering
Category: Power Electronics
Category: Control Systems
Category: Electrical Power
Category: Electric Power Systems
Category: Simulations
Category: Algorithms
Category: Electrical Systems
Category: Numerical Analysis
Category: Failure Analysis

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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 Courses78,018 learners

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