Module 9

Testing & Homologation

Modules Covered

1. Homologation Basics

2. Testing Standards

3. EV Testing

4. Safety in EV’s

Projects

1. Application of Homologation Standards

2. Functional Safety and its implementation in the industry

Skills

1. EV Testing

2. Motor related tests

3. Charger related tests

4. DC-DC converter related tests

5. VCU related tests

Job Roles

1. Safety Engineer

2. Electric-saftey Expert

3. Crash Analysis

4. CAE Engineer

Module 8

Wiring Harness Design

Modules Covered

1. Introduction To Wiring Harness Design

2. Wiring Harness Design

3. Wiring Harness Component Specifications & Selection Parameters

4. Wiring Harness Designing

5. Manufacturing & Documentation

Projects

1. CAD Modeling of a Wiring Harness

2. Wiring harness Fuse and gauge design Calculations

3. Wiring harness Packaging and Routing

Skills

1. Wiring Harness Design Calculations

2. Wire Gauge Design Calculations

3. Fuse Calculations

4. Wiring Harness Component Specifications & Selection Parameters

Job Roles

1. Safety Design Engineer

2. LV-HV Engineer

3. Safety Expert

4. EV Embedded Engineer

Module 7

Communication Protocols

Modules Covered

1. Introduction to CAN

2. CAN Analyzing

3. LIN & Flexray protocols

Projects

1. Error Detection and Rectification

2. Coding a Serial Bus for Serial Communication

3. Creating a Subsystem and Analyzing the serial flow using Canalyzer

Skills

1. Error Detection and Rectification

2. Building a Subsystem of CAN

3. Use Of Communication protocols in EV

Job Roles

1. Electronics Engineer

2. Testing Engineer

3. Verification Engineer

4. Embedded Specialist

Module 6

Power Electronics

Modules Covered

1. Introduction of Power Electronics in EV

2. Insight into Power Electronic Circuits

3. Circuits components & Selection

4. Converters, Inverters & Motor Drivers

5. Battery Algorithms & Chargers

6. Battery Thermal System Design

7. Future of Power Electronics in EVs

Projects

1. Design and implementation of Isolated & Non-Isolated Gate Drivers

2. MOSFET Thermal Calculations and Design

3. Design and Selection of a suitable Cooling System

Skills

1. Power conditioning

2. Design of converters

3. PCB design for EV

4. Onboard and offboard charger design

Job Roles

1. LV-Design Engineer

2. HV-Design Engineer

3. Harness Engineer

4. Powertronics Engineer

Module 5

EV Motor Technology

Modules Covered

1. Introduction to EV motors

2. Fundamentals of Electric Motor

3. Types of Electric Motors

4. Design Considerations of EV Motor

5. Mechanical Design of the motor

6. Motor design and simulation

Projects

1. Preparing a simulation model of an Induction Motor to meet the powertrain requirements

2. Using FluxMotor to predict the electromagnetic performance of the EV motor

3. Noise and Vibration Simulation of Electric Vehicle Motor

Skills

1. Topology of Motors

2. Motor Selection techniques

3. Motor component design(Stator, rotor, etc)

4. Motor component analysis(FEA, Thermal, NVH)

Job Roles

1. Topology of Motors

2. Motor Selection techniques

3. Motor component design(Stator, rotor, etc)

4. Motor component analysis(FEA, Thermal, NVH)

Module 4

Deep Learning

1. Introduction to Deep Learning

2. Neural Networks

3. Deep Neural Network for Vision

4. Deep Neural Network for Language and Speech

Projects

1. Fraud Detection

2. Twitter Sentiment Analysis

3. Image Classification with CIFAR-10 Dataset

Skills

1. Probability & Statistics

2. Python

3. Machine Learning Knowledge

4. Deep Learning Algorithms and frameworks

Job Roles

1. Deep Learning Engineer

2. Data Scientist- Deep Learning

3. Senior systems software engineer, Deep learning accelerator

4. Senior manager- Data science- Deep learning

Module 3

Machine Learning

Modules Covered

1. Introduction to Statistics

2. Machine Learning

3. Classification Algorithms

4. Regression Algorithms

Projects

1. Predicting Heart disease using KNN

2. Predicting Ad clicks

3. Predict Taxi Trip Duration

Skills

1. Python

2. Machine Learning Algorithms

3. Maths & Statistics

Job Roles

1. Machine Learning Engineer

2. Machine Learning Data Engineer

3. Software engineer

4. Machine Learning Operations Engineering

Module 2

Data Analysis and Visualization

Modules Covered

1. NumPy Arrays

2. Starting up with pandas

3. SQL

4. Tableau

5. Dealing with the dataset

6. Data Visualization in Python

Projects

1. Data Analysis on Covid Analysis

2. IMDB Movie Recommendation

3. Swiggy EDA And Visualization

Skills

1. SQL

2. Statistical visualization

3. Data cleaning and preparation

4. Data analysis and exploration

Job Roles

1. Data Analyst

2. Data Science Engineer

3. Business Data Analyst

4. Product Analyst

Module 1

Python Programming

Modules Covered

1. Introduction to Python

2. Basics of Python

3. Conditions in Python

4. Functions and Data Structure in Python

5. Getting started with files

Projects

1. Inventory Management System

2. Library Management System

3. Encryption of files

Skills

1. Solid knowledge of the Python programming language

2. Python Frameworks

3. Python Libraries

Job Roles

1. Python Developer

2. Python programmer

3. Python Programming Language Application Developer

4. Software Engineer