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Back to Battery State-of-Health (SOH) Estimation

Learner Reviews & Feedback for Battery State-of-Health (SOH) Estimation by University of Colorado Boulder

4.7
stars
130 ratings

About the Course

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)...

Top reviews

MH

Sep 11, 2022

Very informative course that explain the causes of degradation happen on battey cells and how to estimate the main quantities that affect the battery health using different regression techniques.

AK

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

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