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⇱ Electric Vehicle Powertrain Performance Design | Coursera


Electric Vehicle Powertrain Performance Design

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Electric Vehicle Powertrain Performance Design

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Learn more

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

9 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

9 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand the interrelations of electric vehicle components and their powertrain systems.

  • Analyze and calculate key vehicle parameters to optimize performance and efficiency.

  • Design and simulate electric machines and battery packs for real-world EV applications.

  • Apply real-world simulation results to assess vehicle energy consumption and performance across different drive cycles.

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Recently updated!

May 2026

Assessments

12 assignments

Taught in English

There are 11 modules in this course

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course.

This course provides a comprehensive deep dive into the electric vehicle powertrain performance design, focusing on various key aspects that influence EV efficiency and functionality. From understanding the foundational components like inverters and high voltage battery packs to mastering the intricacies of vehicle dynamics, learners will gain valuable insights into the working mechanisms of electric vehicles. Throughout the course, you'll explore powertrain architectures, electric machine calculations, battery performance, and simulation models to ensure a complete grasp of EV powertrain design. Real-world challenges are introduced as you analyze vehicle parameters, calculate forces and torque, and evaluate efficiency and energy consumption. The course progresses logically, with a balance of theory, practical calculations, and hands-on simulation. Designed for those eager to enhance their expertise in electric vehicle systems, this course also introduces tools like Scilab and Xcos, enabling learners to simulate and analyze EV systems in real-time. It equips learners with the tools and knowledge required to develop efficient, high-performance electric vehicles. By the end of the course, you will be able to perform complex electric vehicle system simulations, calculate critical parameters for powertrain performance, and apply principles of vehicle dynamics and battery technology to optimize electric vehicle design.

In this module, we will provide an introduction to the course, outlining its structure and objectives. We'll also discuss the required tools and software for the course and introduce Scilab and Xcos as resources for simulation and modeling activities.

What's included

3 videos1 reading

3 videosβ€’Total 6 minutes
  • Introductionβ€’1 minute
  • Input Requirementsβ€’4 minutes
  • Scilab and Xcos Resourcesβ€’1 minute
1 readingβ€’Total 10 minutes
  • Full Course Resourceβ€’10 minutes

In this module, we will explore the components of electric vehicle systems, including the powertrain, drivetrain, and electrical system. We will also cover various powertrain architectures, energy flow, and the essential technologies such as electric machines, inverters, and high voltage battery packs.

What's included

14 videos1 assignment

14 videosβ€’Total 86 minutes
  • Introductionβ€’1 minute
  • Electric Vehicles vs. Hybrid Electric Vehiclesβ€’10 minutes
  • Advantages of Electric Vehiclesβ€’6 minutes
  • Automotive Technology Roadmapβ€’3 minutes
  • Electric Vehicle Powertrainβ€’2 minutes
  • Powertrain vs. Drivetrainβ€’3 minutes
  • Powertrain Architecturesβ€’8 minutes
  • Electrical Systemβ€’3 minutes
  • Energy Flowβ€’2 minutes
  • Introduction to Electric Machinesβ€’18 minutes
  • Introduction to Invertersβ€’6 minutes
  • Introduction to DCDC Convertersβ€’3 minutes
  • Introduction to High Voltage Battery Packsβ€’16 minutes
  • Introduction to Electric Vehicle Transmissionsβ€’6 minutes
1 assignmentβ€’Total 15 minutes
  • Electric Vehicle System and Components - Assessnmentβ€’15 minutes

In this module, we will demonstrate how to calculate key vehicle parameters, such as mass, center of gravity, and wheel radius, for accurate vehicle modeling. We will also consolidate the data into structured input tables for use in simulations.

What's included

5 videos1 assignment

5 videosβ€’Total 11 minutes
  • Introductionβ€’0 minutes
  • Mass Parameters Calculationβ€’3 minutes
  • Center of Gravity Coordinates Calculationβ€’2 minutes
  • Wheel Radius Calculationβ€’3 minutes
  • Final Input Data Tablesβ€’2 minutes
1 assignmentβ€’Total 15 minutes
  • Vehicle Parameters Calculation - Assessmentβ€’15 minutes

In this module, we will cover fundamental physics concepts, including force, torque, power, efficiency, and energy loss. We will also explore the importance of gear ratios and their influence on vehicle performance.

What's included

5 videos1 assignment

5 videosβ€’Total 10 minutes
  • Introductionβ€’0 minutes
  • Force vs. Torque vs. Powerβ€’2 minutes
  • Efficiency and Power Lossesβ€’2 minutes
  • Gears and Gear Ratiosβ€’3 minutes
  • Power and Energyβ€’3 minutes
1 assignmentβ€’Total 15 minutes
  • Main Physics Concepts - Assessmentβ€’15 minutes

In this module, we will delve into the key forces influencing longitudinal vehicle dynamics, including slope, drag, and rolling resistance. We will also compute wheel power and torque, considering dynamic loading and other factors.

What's included

10 videos1 assignment

10 videosβ€’Total 30 minutes
  • Introductionβ€’1 minute
  • Longitudinal Motion Equationβ€’1 minute
  • Road Slope Forceβ€’3 minutes
  • Aerodynamic Drag Forceβ€’3 minutes
  • Rolling Resistance Forceβ€’4 minutes
  • Acceleration Resistance Forceβ€’2 minutes
  • Curb Climb Resistance Forceβ€’3 minutes
  • Rear Axle Dynamic Loadingβ€’2 minutes
  • Wheel Power Calculationβ€’4 minutes
  • Wheel Torque Calculationβ€’6 minutes
1 assignmentβ€’Total 15 minutes
  • Longitudinal Vehicle Dynamics - Assessmentβ€’15 minutes

In this module, we will focus on calculating the required power, torque, and speed for the electric machine in an electric vehicle. We will also select appropriate machine parameters and build an efficiency model to assess performance.

What's included

6 videos1 assignment

6 videosβ€’Total 17 minutes
  • Introductionβ€’0 minutes
  • Electric Machine Power and Torque Pre-Calculationβ€’2 minutes
  • Electric Machine Speed Pre-Calculationβ€’3 minutes
  • Electric Machine Parameters Selectionβ€’6 minutes
  • Electric Machine Torque and Power Final Calculationβ€’2 minutes
  • Electric Machine Efficiency Modelβ€’4 minutes
1 assignmentβ€’Total 15 minutes
  • Electric Machine Calculation - Assessmentβ€’15 minutes

In this module, we will examine the energy consumption of electric vehicles, including calculations for battery usage, auxiliary systems, and wheel energy consumption. We'll also analyze the simulation results to draw insights about vehicle efficiency.

What's included

6 videos1 assignment

6 videosβ€’Total 13 minutes
  • Introductionβ€’2 minutes
  • WLTC Drive Cycleβ€’3 minutes
  • Battery Average Energy Consumptionβ€’3 minutes
  • Auxiliary Energy Consumptionβ€’2 minutes
  • Wheel Energy Consumptionβ€’2 minutes
  • Energy Calculation Results Analysisβ€’2 minutes
1 assignmentβ€’Total 15 minutes
  • Vehicle Average Energy Consumption - Assessmentβ€’15 minutes

In this module, we will focus on modeling high voltage battery packs, calculating key parameters for individual cells and the entire pack. We will also explore battery architecture and estimate charging times and state of charge during vehicle operation.

What's included

10 videos1 assignment

10 videosβ€’Total 28 minutes
  • Introductionβ€’1 minute
  • Input Dataβ€’4 minutes
  • Battery Cell Parameters Calculationβ€’2 minutes
  • Battery Cell Discharge Curveβ€’2 minutes
  • Analytic Model for Discharge Curveβ€’2 minutes
  • Battery Pack Parameters Calculationβ€’6 minutes
  • Battery Pack Mass Estimationβ€’2 minutes
  • Battery Pack Charging Timeβ€’3 minutes
  • Battery Pack Architectureβ€’4 minutes
  • Battery Pack State of Charge Estimationβ€’2 minutes
1 assignmentβ€’Total 15 minutes
  • High Voltage Battery Pack Calculation - Assessmentβ€’15 minutes

In this module, we will introduce the electric vehicle simulation model, incorporating various subsystems such as the driver model, electric machine, and transmission. We will also explore how to simulate vehicle range and automate simulations using Scilab scripts.

What's included

12 videos1 assignment

12 videosβ€’Total 51 minutes
  • Introductionβ€’1 minute
  • Xcos Model Overviewβ€’3 minutes
  • Drive Cycle Modelβ€’2 minutes
  • Driver Modelβ€’5 minutes
  • Electric Machine Modelβ€’5 minutes
  • Electric Machine Thermal Protectionβ€’3 minutes
  • Transmission Modelβ€’1 minute
  • Vehicle Modelβ€’6 minutes
  • Battery Pack Modelβ€’4 minutes
  • Simulation Workflowβ€’2 minutes
  • Xcos Model and Scilab Scriptsβ€’13 minutes
  • Range Simulationβ€’6 minutes
1 assignmentβ€’Total 15 minutes
  • Electric Vehicle Simulation Model - Assessmentβ€’15 minutes

In this module, we will analyze simulation data for various vehicle performance metrics, including acceleration, speed, and slope climbing. We will also assess efficiency and performance under different driving conditions.

What's included

5 videos1 assignment

5 videosβ€’Total 26 minutes
  • WLTC Simulation Resultsβ€’9 minutes
  • Acceleration Simulation Resultsβ€’6 minutes
  • Maximum Speed Simulation Resultsβ€’4 minutes
  • Maximum Slope Simulation Resultsβ€’4 minutes
  • Constant Speed Simulation Resultsβ€’4 minutes
1 assignmentβ€’Total 15 minutes
  • Simulation and Data Analysis - Assessmentβ€’15 minutes

In this module, we will verify that all design requirements have been met and introduce online tools for real-time simulations. We will conclude the course by summarizing the key concepts learned and their practical applications in electric vehicle design.

What's included

3 videos3 assignments

3 videosβ€’Total 24 minutes
  • Requirements Verificationβ€’3 minutes
  • On-line Simulation Toolβ€’18 minutes
  • Conclusionsβ€’3 minutes
3 assignmentsβ€’Total 90 minutes
  • Conclusions - Assessmentβ€’15 minutes
  • Full Course Assessmentβ€’60 minutes
  • Full Course Practice Assessment β€’15 minutes

Instructor

Packt
1,946 Coursesβ€’572,247 learners

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Frequently asked questions

Electric Vehicle Powertrain Performance Design is focused on understanding the complex interactions and design considerations of electric vehicle powertrains. This field is essential as the automotive industry shifts towards sustainable and efficient electric vehicles. The course covers various components, from electric machines to battery systems, helping engineers optimize EV performance and efficiency.

This course is about learning the design, calculation, and simulation of the electric vehicle powertrain. It covers the vehicle's major components, including electric machines, inverters, transmissions, and high-voltage battery packs. The course also provides insights into energy flow, vehicle dynamics, and the integration of these components to achieve optimal performance.

Upon completion of this course, you'll be equipped with the skills to design and model key components of electric vehicle powertrains. You will be able to calculate and analyze vehicle parameters, optimize energy consumption, and simulate vehicle behavior. This knowledge will enable you to contribute to the development and performance tuning of electric vehicles.

This course assumes you have a basic understanding of engineering principles, specifically in areas such as mechanics, physics, and electrical systems. Familiarity with simulation tools like Scilab and Xcos will also be helpful, as these are used throughout the course for modeling and analysis.

This course is designed for engineers, students, and professionals interested in electric vehicles and automotive design. It's suitable for those aiming to deepen their knowledge of electric vehicle systems and improve their technical expertise in vehicle performance and powertrain design.

The course takes approximately 5 hours and 1 minute to complete. This duration includes all video lectures and practical exercises, offering a comprehensive overview of electric vehicle powertrain performance design.

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

This course is currently available only to learners who have paid or received financial aid, when available.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,