Algorithms for Battery Management Systems Specialization

Start Date: 10/21/2018

Course Type: Specialization Course

Course Link: https://www.coursera.org/specializations/algorithms-for-battery-management-systems

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Course Syllabus

5 courses

Introduction to battery-management systems

This course will provide you with a firm foundation in lithium-ion cell terminology and function and in battery-management-system requirements as needed by the remainder of the specialization. After completing this course, you will be able to: - List t

Equivalent Circuit Cell Model Simulation

In this course, you will learn the purpose of each component in an equivalent-circuit model of a lithium-ion battery cell, how to determine their parameter values from lab-test data, and how to use them to simulate cell behaviors under differ

Battery State-of-Charge (SOC) Estimation

In this course, you will learn how to implement different state-of-charge estimation methods and to evaluate their relative merits. By the end of the course, you will be able to: - Implement simple voltage-based and current-based state-of-charge es

Battery State-of-Health (SOH) Estimation

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-i

Battery Pack Balancing and Power Estimation
Starts January 2019
In this course, you will learn how to design balancing systems and to compute remaining energy and available power for a battery pack. By the end of the course, you will be able to: - Evaluate different design choices for cell balancing and articulate their relative merits - Design component values for a simple passive balancing circuit - Use provided Octave/MATLAB simulation tools to evaluate how quickly a battery pack must be balanced - Compute remaining energy and available power using a simple cell model - Use provided Octave/MATLAB script to compute available power using a comprehensive equivalent-circuit cell model

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Course Introduction

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

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Johnson Matthey Battery Systems Johnson Matthey Battery Systems has worked with McLaren Automotive to develop an advanced lithium-ion battery for the McLaren P1, a limited production plug-in hybrid supercar. Power for the vehicle's electric motor is stored in a 324-cell lithium-ion high density battery pack located behind the cabin. The battery pack is liquid-cooled and the Battery Management System incorporates active cell balancing.
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