Back to Battery State-of-Health (SOH) Estimation
University of Colorado Boulder

Battery State-of-Health (SOH) Estimation

This course can also be taken for academic credit as ECEA 5733, part of CU Boulder’s Master of Science in Electrical Engineering degree. In this course, you will learn how to implement different state-of-health estimation methods and to evaluate their relative merits. By the end of the course, you will be able to: - Identify the primary degradation mechanisms that occur in lithium-ion cells and understand how they work - Execute provided Octave/MATLAB script to estimate total capacity using WLS, WTLS, and AWTLS methods and lab-test data, and to evaluate results - Compute confidence intervals on total-capacity estimates - Compute estimates of a cell’s equivalent-series resistance using lab-test data - Specify the tradeoffs between joint and dual estimation of state and parameters, and steps that must be taken to ensure robust estimates (honors)

Status: Model Optimization
Status: Laboratory Research
IntermediateCourse23 hours

Featured reviews

AS

Reviewed Apr 8, 2020

A detailed course on battery capacity estimation, which covers overall perspectives, and complications in the SOH estimation of the battery.

ML

Reviewed Aug 27, 2024

A great place to start understanding battery aging

AK

Reviewed Sep 22, 2020

It was very new to me, and very interesting stuff. It became even better with the instructor's skill.I would love recommending it to my friends

SK

Reviewed Aug 23, 2020

Gave brief overview of SOH and helps in understanding the basic concepts.

DM

Reviewed Apr 17, 2023

Challenging and sufficient enough to impart the skills necessary to develop reliable battery management systems algorithms.

VK

Reviewed May 29, 2020

Good course. Nice insight on optimization techniques. Problems and cases studies are really good

HJ

Reviewed Nov 13, 2022

tThank to give an best opportunityto learn moreasily

JJ

Reviewed May 23, 2022

Great course with a an emphasis on using the previous courses to create useful programs

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