Battery and Battery Management System Design Simulation

Battery Design for EV

What you’ll learn
Battery Pack Design.
BMS Simulation using Matlab.
Machine Learning for Battery optimization.
Matlab for Electrical & Electronics Engineers.

Requirements
Basic Knowledge of Electronics.

Description
This course has been specifically designed for an EV Battery & Battery Management System perspective with practical approach. This course is going to cover conceptual part, mathematical modeling & simulation using MATLAB.

This course covers in detail study about lithium ion batteries. It contains various form factors of the batteries, all the lithium ion chemistry are discussed and assembling of the batteries are covered. You will be learning various configurations of the batteries and get clear understanding about the configuration design of a Battery pack.

This course covers battery management system from the basic level. You will learn about various features of BMS in more detail. It covers Cell balancing, State of Charge estimation. It also teaches you how to select an IC for designing a Battery management system.

Thermal management system is the most critical part for an EV battery. This course discusses various techniques used in the industry for cooling an Electric vehicle battery Pack.

Overview

1. Funtamentals of Batteries

Energy Strorage solutions.

History of Battery Technology.

Future Scope.

General Architecture.

Course Introduction.

2. Commericial Battery Market

Battery Terminologies.

Stress Factors.

Factor Tuning.

Cell Types & Chemistries.

Cell selection

3. Introduction to Battery Pack Design

Electrical Design

Mechanical Design

Thermal Design

Electronics Design

Battery Sizing

4. Introduction to BMS

Basics of BMS

Architecture

Fundamentals

5. Control Theory

Basics of Control Mechanism.

6. Algorithm Development – I

SoC

SoH

Columb Counting

Simulink

7. Algorithm Development – II

Advance SoC

SoH

Kalman Filter

Simulink

8. Introduction to Machine Learning

ML Algorithms

SoC & SoH

Neural Networks Modelling

Simulink

Python

Who this course is for
Undergraduate Engineering Students from any branch of engineering.
Anyone who want to get knowledge about EV Battery & BMS Simulation.

Battery and Battery Management System Design & Simulation