8 month long Master's certification program in Electric Vehicle Design & Analysis
The entire program is split into two phases. During the first phase, you will be taking the mandatory courses. These courses are fundamental for anyone who wishes to pursue their career in the Electric Vehicle Domain.
Phase 1
Phase 2
Additional Courses
In addition to the above courses, new electives might be offered to the student. If you have already registered for the program then there is no additional charge for the new electives.
Job Assistance
Job assistance is automatically enabled for students who complete a minimum of 3 courses. Completion is defined by video watch time(90%), challenge completion (80%), and maintaining a good technical profile in SKILL-LYNC
Speak to our technical specialists to understand what is included in this program and how you can benefit from it.
Request a Demo SessionIn this module, we will introduce the ideas of Statistics, machine learning and artificial intelligence. ⮚ Basics of Probability ⮚ Basics of Statistics ⮚ What is ML & AI
In this section, we start with supervised learning ⮚ Introduction to normal distribution & standard normal distribution ⮚ Introduction to business moments ⮚ Artificial Intelligence
In this section, we start with supervised learning
⮚ Introduction to supervised learning
⮚ What is linear regression
⮚ One hot encoding
⮚ Cost function and gradient descent
In this section, we start with classification algorithm
⮚ Introduction to classification problems
⮚ What is logistic regression
⮚ Cost function and gradient descent
In this module, we will introduce some more classification algorithms
⮚ Decision tree
⮚ Entropy
⮚ Information gain
In this section, we will assess the algorithms
⮚ Random Forest
⮚ Bootstrapping and majority rule
⮚ Evaluation of classifiers
In this module, we will introduce SVM
⮚ Support Vector Machines
⮚ Mathematical intuition behind SVM
⮚ How SVM is different from other classifiers
In this section, we will introduce knn
⮚ K-Nearest Neighbour
⮚ Lazy Algorithm
⮚ Single layer Neural Network
In this section, we will introduce clustering
⮚ What is clustering
⮚ Why clustering is important
⮚ Kmeans and elbow curve
In this section, we will introduce another type of clustering
⮚ Hierarchical Clustering
⮚ Dendrogram
⮚ Evaluation of clustering algorithms
In this module, we will introduce some feature selection techniques
⮚ Feature Selection
⮚ Principal Component Analysis
⮚ Mathematical intuition behind PCA
In this section, we will introduce neural network
⮚ Artificial Neural Network
⮚ Deep learning
⮚ Different activation functions
⮚ Understanding back propagation
In a motor vehicle, the powertrain or powerplant comprises the main components that generate power and deliver that power to the road. In hybrid powertrains, the torque generated by the combustion engine and the electric motor has to be brought together and distributed to the wheels. The control of this power flow is discussed along with the working of electric motors. Electrical engineering terminologies, Fundamentals of DC and AC motors: working principle, characteristics, and control.
Moving vehicles have a lot of kinetic energy, and when brakes are applied to slow a vehicle, all of that kinetic energy has to go somewhere. Regenerative braking uses an electric vehicle’s motor as a generator to convert much of the kinetic energy lost when decelerating back into stored energy in the vehicle’s battery. To evaluate regenerative braking, we really need to look at two different parameters, efficiency and effectiveness.
This section dealt with the stability analysis of control systems. It is a prerequisite for any of the systems to be stable to give satisfactory behaviour. Students can learn about stability theories and how to implement the same using the MATLAB command.
A PID controller is considered to be very important in the industrial standpoint. This section helps to learn the significance of the PID controller and how to auto-tune the gain parameters of the PID controller in MATLAB simulation environment. PID control actions and simulations for step response
In an Electric Vehicle, the motor plays a crucial part to propel the vehicle. The motor characteristic needs to be known to control it efficiently. This section helps to learn about the transfer function of DC motors and control of DC-DC power converter.
This section briefs the difference between analogue and digital systems. The significance of discrete control systems and the domain that is to be defined for the discrete control system. Student can get an insight on the advantage of using Discrete control system over the Analog control system
Portable power applications and electrical load requirements Factors affecting the choice of EV battery systems Commercially available lithium ion cells Electrical characteristics of battery: Capacity, C-rate, impedance, DOD, SOC, SOH, Life cycles, Mechanical characteristics, Form factor, Safety
Other energy sources: New battery technologies, Ultracapacitor, Fuel cell, Flywheel
Hybridization of energy storage systems
Battery pack requirements: Measurement
Protection and management
Cell balancing
Battery pack electronics
Battery Management System (BMS): Functionality, technology and topology (centralized, modular, master-slave, distributed)
BMS Application Specific Integrated Circuit (ASIC) selection
Analog BMS design
Digital BMS design
BMS deploying: Installing, testing and troubleshooting
Battery charge management
MATLAB simulation of battery charging circuit
Charger circuit overview
EV charging technology review
Charging behavior: life cycle & safety
Types of temperature sensors
thermal management system
Thermal model of battery pack
Drive cycle simulation and vehicle range estimation
Cooling materials and methods
Communication systems for battery pack
Review of electric car battery pack
Important considerations
Recent trends: Grid level energy storage
Solar & wind integration
Recycling and pricing
Introduction to the fuel cell, fuel cell stack system, current development in the market.
Internal structure of PEM fuel cell, losses in fuel cell that affect performance.
Fuel cell operation, starvation and its control parameters
Details of these components. Modelling of these components in Matlab/Simulink
Going over the basics of programming in Matlab and Simulink that will help with the modelling assignments to follow.
Understanding different energy management strategies like Load following, rule based
Using Matlab/Simulink going over the basics of creating vehicle model
Using Matlab/Simulink going over the basics of creating
Using Matlab/Simulink creating the basic strategy for power management
A well to wheel analysis for fuel cell vehicles to be covered.
Concluding lecture with a summary of topics taught so far. Going over the project and integration of different models created before
Conducting a live webinar to help students with their questions regarding.
Fundamentals & Basics of MATLAB scripting is covered in this section. If you have no prior MATLAB scripting knowledge, you can learn the fundamentals of it from this course. Topics ranging from “Introduction to using the MATLAB software” to “programmatically controlling a Simulink model” are discussed here. Here is a detailed list of the key concepts that you will learn from this course.
Fundamentals & Basics of MATLAB Simulink is discussed in this section. If you do not have prior MATLAB or Simulink knowledge, you can learn the basic fundamentals from this course. Topics range from “Opening a Blank Simulink Model to Adding Blocks from Library to Programmatically Change Block Properties & its Fundamentals” are discussed here.
In this section, an overview of Automotive Software Industry, the size at which it has grown & its demands in today’s market are discussed briefly. Need for Model Based Development, key concepts in developing a complete MATLAB model from scratch & challenges to be addressed by an MBD engineer are discussed here.
In this section, the validation & code generation process for the developed model is discussed. Simulating a model, generating C - code from it & validating both the model & code using concepts like Model in Loop (MIL) & Software in Loop (SIL) are discussed here.
In this section, an Introduction to Advanced Driver Assistance System (ADAS), levels of autonomous driving is discussed. Apart from these, basic level software architecture for some of the features like Traffic Sign Recognition, Adaptive Cruise Control, Anti-Lock Braking System are also discussed. Moreover, you will focus on an ADAS feature - Tilt & Telescopic Switch (this feature is implemented by OEMs like Toyota & Honda) & its Control Model is developed from the beginning using MATLAB and Simulink using MBD concepts.
• Introduction to Automotive Embedded Systems • Basic overview on different domains in Automotive Systems
• Overview of CAN & Flexray Protocol • Software Development demands in Automotive Industry • Introduction to Model based Development in MATLAB Environment
• Requirement Analysis • Configuration Settings Parameter • Data Dictionary Creation
• MATLAB Automotive Advisory Board Process Overview
• Simulation & Code Generation
• Model in Loop Testing & Validation
• Software in Loop Testing & Validation
• Hardware in Loop Testing & Validation
• Autosar Basics
• Autosar Software Components & Application Layer
• Autosar basic Software Layer
• Autosar MCAL Layer
• Autosar Services Layer
• Autosar Diagnostics
• Autosar Memstack
• Autosar RTE
• Autosar Complex Drivers
• Autosar OS & C Rules
• Modelling Autosar SWCs in MATLAB
• Embedded Coder vs Autosar Coder
• Autosar Editor – Code Mapping
• Automotive Functional Safety Concepts
• Overview of ISO26262
• Different safety standards & levels
• A brief introduction on the need of switch mode power converters and their everyday applications.
• The performance and analysis of buck DC-DC converters.
Using simulation tools from different software packages to simulate and perform high-level design of a boost DC-DC converter
• The performance and analysis of boost DC-DC converters.
• Using simulation tools from different software packages to simulate and perform high-level and gate driver design of a boost converter.
• The performance and analysis of various UP/Down DC-DC converters.
• Implement design techniques using simulation tools on the studied Up/Down converters.
•The performance, analysis, and simulation of various DC-DC converters operating in discontinuous conduction mode (DCM).
• The development of small signal models for various DC-DC converters.
• Build simulation blocks to validate the modeled systems.
• The design of feedback control system using analog circuits for DC-DC converters.
• Simulate a fully designed closed loop DC-DC converter.
• The performance, analysis, and simulation of various isolated DC-DC converters. AC-DC rectifiers performance and simulations
• The performance, analysis, and simulation of various AC-DC rectifiers.
• The performance, analysis, and simulation of various DC-AC inverters.
• Studying the full design or commercial inverters and rectifiers.
• Studying some of the modern applications of power electronic converters in electric vehicles, renewable energy systems and data centers.
Choose the Master’s plan that’s right for you
12 Months Access
18 Months Access
Lifetime Access
The courses at Skill-Lync are designed to focus on the core fundamentals and their implementation in industry-oriented projects. These courses are designed by industry experts who understand the job market.
Design Engineer @ Openso Engineering
Skill-Lync provided me with constant support and guidance and gave me an opportunity to explore new tangents in my field.
Trainee Engineer @ Equilibrium Solutions Pvt. Ltd.
Excellent institute in providing quality industry oriented courses.
Graduate Engineering Trainee @ EASI Engineering Services Pvt. Ltd.
Skill-Lync offers industry-oriented programs. The support team cleared all my doubts in a timely manner and ensured that I understood the problem areas. Tool tests & mock interviews conducted by the student success team simulated real-world experience and helped me clear my interviews with ease.
Graduate Engineering Trainee @ Satyam-Venture Engineering Services Pvt Ltd
Thank you Skill-Lync, I got two job offers - one from SATVEN, another from EASi. Thanks to the many interviews that Skill-Lync sent my way.
Graduate Engineering Trainee @ EASI Engineering Services Pvt. Ltd.
CFD Engineer Master's Certification Program
Application Engineer - 2 @ Convergent Science
Master's Certification Program in Hybrid Electric Vehicle Design and Analysis
CFD Engineer @ Analyzer CAE Solutions Pvt Ltd
Design Engineer Master's Certification Program
Mechanical Trainee @ Luftek Engineering Pvt Ltd
Design Engineer Master's Certification Program
Engineer @ AXISCADES Engineering Technologies Ltd
Design Engineer Master's Certification Program
Design Engineer @ AXISCADES Engineering Technologies Ltd
Master's Certification Program in Hybrid Electric Vehicle Design and Analysis
EV Intern (R&D) @ Hero MotorCorp
CFD Engineer Master's Certification Program
CFD Engineer Trainee @ Analyzer CAE Solutions Pvt Ltd
Master's Certification Program in Hybrid Electric Vehicle Design and Analysis
EV Intern (R&D) @ Hero MotorCorp
Matlab, Simulink, Altium, and many more programs are covered. These are industry standard tools that are used by any company that you can imagine, that is in Electric Vehicle Design or Manufacturing.
This program is directly mapped to a typical Masters course in Automotive Controls or Electronics. You will be leaps and bounds ahead of fellow students who are competing with you for a seat in a reputed university.
Learn industry relevant skills from technical experts
All of our courses are mapped to specific job functions in the market
Work on projects, publish to your profile and get hired in top tech-companies
In the last 12 months, we have placed 180+ students, helped students get over 500,000$ in scholarships
Get access to highly-dedicated technical and customer support teams
Once you are part of SKILL-LYNC, you can keep learning relevant skills through LIVE webinars and workshops