Overview

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

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