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

Sponsored by RIA PAYMENT INSTITUTION

25,318 already enrolled

Get in-depth knowledge of a subject
4.8

(1,747 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

(1,747 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 (2,137 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: Engineering Analysis
Category: Electrical Engineering
Category: Electronic Systems
Category: Electrical and Computer Engineering
Category: Power Electronics
Category: Structural Analysis
Category: Finite Element Methods
Category: Engineering Calculations
Category: High Voltage
Category: Mechanical Engineering
Category: Low Voltage
Category: Engineering
Category: Thermal Management
Category: Basic Electrical Systems

Equivalent Circuit Cell Model Simulation

Course 227 hours4.7 (539 ratings)

What you'll learn

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

Skills you'll gain

Category: Electronic Systems
Category: Engineering Calculations
Category: Engineering Analysis
Category: Electrical Engineering
Category: Finite Element Methods
Category: Structural Analysis
Category: Electrical and Computer Engineering
Category: Matlab
Category: Mathematical Modeling
Category: Advanced Mathematics
Category: Applied Mathematics
Category: Software Development
Category: Simulation and Simulation Software
Category: Statistical Analysis
Category: Data Analysis
Category: Statistics
Category: Statistical Modeling
Category: Basic Electrical Systems
Category: Engineering Software
Category: Engineering

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: Engineering Software
Category: Applied Mathematics
Category: Advanced Mathematics
Category: Mathematical Theory & Analysis
Category: Statistical Modeling
Category: Statistical Analysis
Category: Probability
Category: Mathematical Modeling
Category: Statistical Methods
Category: Statistical Inference
Category: Analytics
Category: Estimation
Category: Simulation and Simulation Software
Category: General Mathematics
Category: Data Analysis
Category: Data Science
Category: Numerical Analysis

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: Matlab
Category: Applied Mathematics
Category: Mathematical Modeling
Category: Engineering Analysis
Category: Statistics
Category: Numerical Analysis
Category: Simulations
Category: Data Analysis
Category: Engineering
Category: Statistical Analysis
Category: Structural Analysis
Category: Finite Element Methods
Category: Simulation and Simulation Software
Category: Electrical and Computer Engineering
Category: Engineering Calculations
Category: Mathematics and Mathematical Modeling
Category: Engineering Software
Category: Electrical Engineering
Category: Statistical Inference
Category: Analytics

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: Electrical and Computer Engineering
Category: Electronic Systems
Category: Electrical Engineering
Category: Power Electronics
Category: Finite Element Methods
Category: Structural Analysis
Category: Engineering Analysis
Category: Engineering Calculations
Category: Mathematical Modeling
Category: Simulation and Simulation Software
Category: Applied Mathematics
Category: Statistical Modeling
Category: Network Infrastructure
Category: Load Balancing
Category: Simulations
Category: Cloud Engineering
Category: Network Engineering
Category: Engineering Software
Category: Engineering
Category: Network Planning And Design

Instructor

Gregory Plett
University of Colorado System
9 Courses73,887 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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