Electric Vehicle Battery Management System Course
What you’ll learn
Battery Pack Design.
BMS Simulation using Matlab.
Machine Learning for Battery optimization.
Matlab for Electrical & Electronics Engineers.
Basic Knowledge of Electronics.
This course has been specifically designed for battery management systems and Electric Vehicle Battery Modelling. This course is going to cover the conceptual part, mathematical modeling, Battery Design, Battery modeling & simulation using MATLAB.This course covers in detail the study of lithium-ion batteries. It contains various form factors of the batteries, all the lithium-ion chemistry is discussed and the assembling of the batteries is covered. You will be learning various configurations of the batteries and getting a clear understanding of the configuration design of a Battery pack design.This course covers battery management systems from the basic level. You will learn about various features of BMS in more detail. It covers Cell balancing and State of Charge estimation. It also teaches you how to select an IC for designing a Battery management system.The thermal management system is the most critical part of an EV battery. This course discusses various techniques used in the industry for cooling an Electric vehicle battery Pack.Overview1. Funtamentals of BatteriesEnergy Storage solutions.History of Battery Technology.Future Scope.General Architecture.Course Introduction.2. Commercial Battery MarketBattery Terminologies.Stress Factors.Factor Tuning.Cell Types & Chemistries.Cell selection3. Introduction to Battery Pack DesignElectrical DesignMechanical DesignThermal DesignElectronics DesignBattery Sizing4. Introduction to BMSBasics of BMSArchitectureFundamentals5. Control TheoryBasics of Control Mechanism.6. Algorithm Development – ISoCSoHColumb CountingSimulink7. Algorithm Development – IIAdvance SoCSoHKalman FilterSimulink8. Introduction to Machine LearningML AlgorithmsSoC & SoHNeural Networks ModellingSimulink
Section 1: Module 1
Lecture 1 Importance of Battery
Lecture 2 Why lithium battery not others?
Lecture 3 How does lithium Battery works?
Lecture 4 Battery Terminology
Lecture 5 Cycle Ageing in Battery
Lecture 6 Calendar Ageing in Batteries.
Lecture 7 Types of Chemistries vs Battery Design Methodologies
Lecture 8 Battery Form Factors
Lecture 9 Cell Construction
Lecture 10 Types of Cell Comparison
Lecture 11 Cell to Cell Electrical Connection
Lecture 12 Cell Types and Welding
Lecture 13 Cylindrical Module-How to Make Battery Pack using Cylindrical Module and Working
Lecture 14 Pouch Module
Lecture 15 Prismatic Module
Lecture 16 Cell to Pack Integration
Lecture 17 Cooling Mechanism for EV Batteries
Section 2: Module 2
Lecture 18 OCV vs Soc for Chemistries
Lecture 19 Battery Cell Specification Sheet
Lecture 20 Battery Sizing Basics Steps
Lecture 21 Excel for Battery Sizing
Lecture 22 Assignment of Battery Sizing
Lecture 23 SOA of Lithium Ion Battery
Lecture 24 Battery Standards
Section 3: Module 3
Lecture 25 Why we need BMS?
Lecture 26 Functions of BMS
Lecture 27 Detail Functions of BMS
Lecture 28 BMS Algorithms
Lecture 29 Initial Soc Estimation
Lecture 30 Cycle Counting SOH
Lecture 31 SOH Algorithm
Lecture 32 Cell Balancing
Lecture 33 Cell Balancing Methods
Lecture 34 Cell Balancing Advance Methods
Lecture 35 BMS Architecture
Lecture 36 BMS Control Systems and Workings
Lecture 37 Development Trends in BMS
Section 4: Module 4
Lecture 38 Initial Soc and Soh Estimation
Lecture 39 BMS Design using MATLAB
Lecture 40 Equivalent Circuit Cell Models
Lecture 41 Diffusion Voltage
Lecture 42 Diffusion Voltage 1
Section 5: 5. Module 5
Lecture 43 Ballparking Parameters
Lecture 44 OCV Testing
Section 6: Module 6
Lecture 45 Introduction to Machine Learning for Battery and BMS Design
Lecture 46 Demo Model using Simulink
Lecture 47 Career Scopes in Battery Engineering
Undergraduate Engineering Students from any branch of engineering.,Anyone who want to get knowledge about EV Battery & BMS Simulation.
Udemy | English | 8h 45m | 4.26 GB
Created by: I Prime Skill