Published 05/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 8 lectures (8h 59m) | Size: 4.33 GB
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.
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