Machine Dynamics with MATLAB from edX

This course will introduce you to a broad range of methodologies used in the field of machine dynamics. You will learn how to model a vehicle using the fundamentals of mechanics. You will get a deep understanding of the equations of motion and how to solve them using powerful MathWorks tools. Eventually, you will gain the ability to analyze and interpret the computational results in order to optimize your design.

To get the most out of your time the course is subdivided into five weeks, each consists of lectures, tutorials and exercises. During lectures, you will get all the theoretical background of machine dynamics. Tutorials will teach you the basics of MathWorks products and exercises will merge your theoretical knowledge with the practical use of the software into an exciting application.

You will learn how to model a vehicle by a one and a two degree of freedom system. These systems could be base excited, force excited or not excited, they could be damped or undamped and their mathematical representation could be solved analytically, by state space representation or by solving the differential equation itself.

Therefore, if you ever wondered how to design a vehicle suspension using MathWorks tools, we highly recommend you attend to this course.

What's inside

Learning objectives

Basic and advanced matlab skills
Define a sensible modelling depth
Derive equations of motion for different models

Solve the equations of motion using different approaches
Presentation of results using animations

Basic and advanced matlab skills
Define a sensible modelling depth
Derive equations of motion for different models
Solve the equations of motion using different approaches
Presentation of results using animations

Syllabus

Week1: Basics of oscillation Definition of important parameters of an oscillation. Introduction to the methods ofmodelling and discussion about modelling depth. Derivation of an equation of motion of atranslational one degree of freedom system.

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Develops fundamental machine dynamics skills and knowledge critical for the design and analysis of vehicle suspensions

Taught by instructors who are experts in machine dynamics and vehicle engineering

Uses MathWorks tools such as MATLAB and Simulink for modeling and analysis, which are industry-standard for vehicle dynamics

Provides hands-on exercises and tutorials to reinforce theoretical concepts and develop practical skills

Builds a strong foundation for understanding key machine dynamics principles and applications

Requires a basic understanding of mathematics and mechanics

Reviews summary

Theoretical dynamics and matlab application

According to learners, this course offers a solid foundation in machine dynamics theory, particularly focusing on vehicle modeling. Many appreciate how the course effectively bridges the gap between theory and practical application using MathWorks tools like MATLAB and Simulink. The tutorials and exercises applying concepts are frequently highlighted as valuable. However, a significant point raised by students is the need for a strong prerequisite background in math and physics; those without it may find the material challenging. Some reviewers also note that certain theoretical derivations could be clearer. Overall, it's seen as a rewarding course for engineers looking to apply dynamics principles with software.

Focuses on vehicle system modeling.

"Modeling vehicle dynamics systems was the most relevant part for my interests."

"The specific examples on suspension design were very useful."

"I appreciated applying the concepts directly to a vehicle model."

Learn key MathWorks tools skills.

"The tutorials on MATLAB and Simulink were a solid introduction."

"Working with Simulink models was a valuable part of the course."

"I gained useful experience translating equations into code and simulations."

"Appreciated learning the basics of using these powerful engineering tools."

Connects dynamic theory to software application.

"I liked how the course connected theoretical concepts to practical application in MATLAB."

"Found the balance between dynamic theory and using MathWorks tools effective."

"This course showed me how to apply the fundamentals using the software effectively."

"The blend of theory and practical implementation was really helpful."

Some theoretical derivations challenging.

"I found some parts of the equation derivations hard to follow."

"Could have used more detailed explanations for certain complex steps."

"Some theoretical points weren't as clearly explained as others."

"The pace on derivations was sometimes too fast for me."

Requires solid math/physics background.

"I struggled without a strong background in differential equations and physics."

"Came into this without the recommended prerequisites and found it very challenging."

"A solid foundation in mechanics is essential to succeed."

"This course is demanding if your math and physics aren't strong."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Machine Dynamics with MATLAB with these activities:

Review Introduction to Dynamics and Vibration, 3rd ed by S. Rao

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This book covers the same topics as the course and will aid in retention of learned concepts.

View Road Vehicle Dynamics on Amazon

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Read 20 pages of a chapter
Summarize the material read
Complete 5 practice problems

Solve practice problems on the equations of motion

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Solving practice problems will help reinforce understanding of the equations of motion.

Browse courses on Equations of Motion

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Find practice problems on the equations of motion
Solve the problems using the appropriate techniques
Check the solutions against known answers

Follow tutorials on using Simulink to model machine dynamics

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This activity will provide hands-on experience with using Simulink.

Browse courses on Simulink

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Find tutorials on using Simulink for machine dynamics
Follow the tutorials and complete the exercises

Four other activities

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Create an infographic on the different types of damping

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This activity will help solidify understanding of the different types of damping.

Browse courses on Damping

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Gather information on the different types of damping
Design and create the infographic

Attend a workshop on machine dynamics

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Attending a workshop will provide an opportunity to learn from experts and network with other professionals.

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Find a workshop on machine dynamics
Register for the workshop
Attend the workshop

Develop a MATLAB script to solve the equations of motion for a two-degree-of-freedom system

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This activity will help develop practical skills in using MATLAB to solve engineering problems.

Browse courses on MATLAB

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Derive the equations of motion for a two-degree-of-freedom system
Write a MATLAB script to solve the equations of motion
Test the script with different input parameters

Design a vibration isolation system

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This hands-on project will directly apply concepts learned in the course.

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Research different types of vibration isolation systems
Design a system for a specific application
Build and test the system

Career center

Learners who complete Machine Dynamics with MATLAB will develop knowledge and skills that may be useful to these careers:

Automotive Engineer

In this role, you will be tasked with designing and developing vehicles, including their engines, drivetrains, suspension systems, and other components. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for automotive engineers.

See salaries and explore the career path for Automotive Engineer

Aerospace Engineer

You will be responsible for designing, developing, and testing aircraft, spacecraft, and other aerospace systems. With the knowledge gained from the Machine Dynamics with MATLAB course, you will be able to model and analyze the dynamic behavior of aerospace vehicles. This knowledge will be critical for ensuring the safety and efficiency of these vehicles. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for aerospace engineers.

See salaries and explore the career path for Aerospace Engineer

Mechanical Engineer

You will be responsible for designing and developing mechanical systems, such as engines, turbines, pumps, and other machinery. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for mechanical engineers.

See salaries and explore the career path for Mechanical Engineer

Civil Engineer

You will be responsible for designing and developing civil infrastructure, such as bridges, buildings, and roads. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for civil engineers.

See salaries and explore the career path for Civil Engineer

Robotics Engineer

You will be responsible for designing, developing, and testing robots. With the knowledge gained from the Machine Dynamics with MATLAB course, you will be able to understand the dynamic behavior of robots and to control their movements to perform desired tasks. This knowledge will be critical for ensuring the safety and efficiency of robots. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for robotics engineers.

See salaries and explore the career path for Robotics Engineer

Systems Engineer

You will be responsible for integrating different components of a system to ensure that they work together seamlessly. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for systems engineers.

See salaries and explore the career path for Systems Engineer

Control Systems Engineer

You will be responsible for designing and developing control systems for various applications, such as industrial machinery, robotics, and aerospace systems. With the knowledge gained from the Machine Dynamics with MATLAB course, you will be able to analyze the dynamics of control systems and to create mathematical models to represent them. This knowledge will be critical for ensuring the stability and performance of control systems. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for control systems engineers.

See salaries and explore the career path for Control Systems Engineer

Data Scientist

You will be responsible for collecting, analyzing, and interpreting data to identify trends and patterns. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for data scientists.

See salaries and explore the career path for Data Scientist

Mathematician

You will be responsible for developing and applying mathematical theories and techniques to solve problems in various fields, such as science, engineering, and finance. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for mathematicians.

See salaries and explore the career path for Mathematician

Physicist

You will be responsible for studying the fundamental laws of nature and matter. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for physicists.

See salaries and explore the career path for Physicist

Software Engineer

You will be responsible for designing, developing, and testing software applications. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for software engineers.

See salaries and explore the career path for Software Engineer

Electrical Engineer

You will be responsible for designing, developing, and testing electrical systems. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for electrical engineers.

See salaries and explore the career path for Electrical Engineer

Chemical Engineer

You will be responsible for designing, developing, and testing chemical processes. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for chemical engineers.

See salaries and explore the career path for Chemical Engineer

Biomedical Engineer

You will be responsible for designing, developing, and testing biomedical devices and systems. The Machine Dynamics with MATLAB course can provide you with the foundational knowledge and skills you need to succeed. In particular, your understanding of vehicle modeling and the ability to solve equations of motion will be highly valuable in this field. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for biomedical engineers.

See salaries and explore the career path for Biomedical Engineer

Financial Analyst

You will be responsible for analyzing financial data to make investment recommendations. The Machine Dynamics with MATLAB course may be useful as it can help you develop the analytical skills necessary for this role. Additionally, the course will help you to develop the MATLAB skills necessary for analyzing and interpreting data, which is essential for financial analysts.

See salaries and explore the career path for Financial Analyst