Equivalent Circuit Cell Model Simulation (Coursera)

Equivalent Circuit Cell Model Simulation (Coursera)
Course Auditing
Categories
Effort
Certification
Languages
Misc

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Equivalent Circuit Cell Model Simulation (Coursera)
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 different load profiles.

Class Deals by MOOC List - Click here and see Coursera's Active Discounts, Deals, and Promo Codes.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

By the end of the course, you will be able to:

- State the purpose for each component in an equivalent-circuit model

- Compute approximate parameter values for a circuit model using data from a simple lab test

- Determine coulombic efficiency of a cell from lab-test data

- Use provided Octave/MATLAB script to compute open-circuit-voltage relationship for a cell from lab-test data

- Use provided Octave/MATLAB script to compute optimized values for dynamic parameters in model

- Simulate an electric vehicle to yield estimates of range and to specify drivetrain components

- Simulate battery packs to understand and predict behaviors when there is cell-to-cell variation in parameter values


What You Will Learn

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


Course 2 of 5 in the Algorithms for Battery Management Systems Specialization.


Syllabus


Week 1

Defining an equivalent-circuit model of a Li-ion cell

In this module, you will learn how to derive the equations of an equivalent-circuit model of a lithium-ion battery cell.


Week 2

Identifying parameters of static model

In this module, you will learn how to determine the parameter values of the static part of an equivalent-circuit model.


Week 3

Identifying parameters of dynamic model

In this module, you will learn how to determine the parameter values of the dynamic part of an equivalent-circuit model.


Week 4

Simulating battery packs in different configurations

In this module, you will learn how to generalize the capability of simulating the voltage response of a single battery cell to a profile of input current versus time to being able to simulate constant-voltage and constant-power control of a battery cell, as well as different configurations of cells built into battery packs.


Week 5

Co-simulating battery and electric-vehicle load

In this honors module, you will learn how to co-simulate a battery pack and an electric-vehicle load. This ability aids in sizing vehicle components and the battery-pack.


Week 6

Capstone project

In this final module for the course, you will modify three sample Octave programs to create functions that can simulate temperature-dependent cells, battery packs built from PCMs, and battery packs built from SCMs.



0
No votes yet

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.