RiseUpp Logo
RiseUpp Logo
Battery State-of-Charge (SOC) Estimation
Educator Logo

Powered by

Provider Logo

Completion

CERTIFICATE

olive-leaves-logo

Battery State-of-Charge (SOC) Estimation

This course is part of Algorithms for Battery Management Systems.

Course Cost

Free course

Intermediate

Skill Level

25 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Algorithms for Battery Management Systems Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

olive-leaves-logo

4.8

19,230 Enrolled

olive-leaves-logo

English

Powered by

Provider Logo
olive-leaves-logo

4.8

19,230 Enrolled

olive-leaves-logo

English

What you'll learn

  • Implement voltage and current-based SOC estimators

  • Apply sequential probabilistic inference methods

  • Execute linear Kalman filter implementations

  • Develop extended Kalman filter solutions

  • Implement sigma-point Kalman filter techniques

  • Handle faulty sensor measurements

Skills you'll gain

Battery Management Systems
State Estimation
Kalman Filtering
SOC Estimation
MATLAB Programming
Extended Kalman Filter
Sigma-Point Kalman Filter
Battery Systems
Algorithm Implementation
System Modeling

This course includes:

8.1 Hours PreRecorded video

37 assignments

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Closed caption

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

Educator Logo

PROVIDED BY

Provider Logo
Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

Educator Logo

PROVIDED BY

Provider Logo

Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

icon-0icon-1icon-2icon-3icon-4

There are 7 modules in this course

This comprehensive course covers advanced techniques for estimating battery state-of-charge (SOC). Students learn to implement and evaluate various estimation methods, from basic voltage-based approaches to sophisticated Kalman filtering techniques. The curriculum progresses through linear Kalman filters, extended Kalman filters (EKF), and sigma-point Kalman filters (SPKF), with practical implementation in Octave/MATLAB. Special attention is given to handling sensor errors and improving computational efficiency for battery pack applications.

The importance of a good SOC estimator

Module 1 · 5 Hours to complete

Introducing the linear Kalman filter as a state estimator

Module 2 · 3 Hours to complete

Coming to understand the linear Kalman filter

Module 3 · 3 Hours to complete

Cell SOC estimation using an extended Kalman filter

Module 4 · 4 Hours to complete

Cell SOC estimation using a sigma-point Kalman filter

Module 5 · 4 Hours to complete

Improving computational efficiency using the bar-delta method

Module 6 · 2 Hours to complete

Capstone project

Module 7 · 4 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Algorithms for Battery Management Systems

Reviews

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Battery State-of-Charge (SOC) Estimation

Intermediate

Skill Level

25 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.