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Coursera

Vehicle Simulation: Hands-On Introduction

MathWorks via Coursera

Overview

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In this course, you will develop the simulation skills needed to evaluate vehicle performance at the system level, investigate interactions between subsystems, and make informed engineering decisions. These capabilities will help you contribute more effectively to vehicle integration efforts, communicate across specialized engineering teams, and identify design issues earlier in the development process. As modern vehicles become increasingly software-defined, engineers must understand how mechanical systems, electric powertrains, control software, and advanced driver-assistance technologies interact across a wide range of operating conditions. Vehicle simulation and model-based design help engineers evaluate performance, identify integration issues, and reduce reliance on costly physical prototypes. Through hands-on exercises, you will create and customize full vehicle models, configure driving scenarios, and use simulation to evaluate vehicle behavior. You'll generate 3D animations to visualize vehicle motion, compare vehicle designs, and analyze simulation results across a variety of operating conditions. By the end of the course, you'll be able to build and evaluate virtual vehicle models, interpret simulation results, and assess performance across operating conditions. You'll gain practical skills in simulation-based design, scenario-based testing, and engineering decision-making used by automotive systems, integration, and ADAS engineers. All activities are completed using Simulink, and a free software license is provided for the course.

Syllabus

  • Introduction to Vehicle Modeling
    • Introduce virtual vehicle modeling and simple longitudinal EV models for evaluating early performance requirements.
  • Longitudinal Vehicle Dynamics
    • Build, customize, and test virtual vehicles against acceleration, top speed, and range requirements.
  • Combined Vehicle Dynamics
    • Extend vehicle models to combined longitudinal and lateral dynamics to evaluate and tune handling behavior.
  • Advanced Topics and Next Steps
    • Use 3D visualization for multi-vehicle comparison and learn how engineers prepare virtual vehicle models for prototype testing.

Taught by

Pranav Mohan and Anirudh Ramesh

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