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Milovan Peric
If you’re reading this, you’re likely interested in exploring applied computational fluid dynamics (CFD) using the Simcenter STAR-CCM+ software or another CFD tool. This course can be a first step in improving your job performance and furthering your career or educational trajectory.
Read more
If you’re reading this, you’re likely interested in exploring applied computational fluid dynamics (CFD) using the Simcenter STAR-CCM+ software or another CFD tool. This course can be a first step in improving your job performance and furthering your career or educational trajectory.
Read more
If you’re reading this, you’re likely interested in exploring applied computational fluid dynamics (CFD) using the Simcenter STAR-CCM+ software or another CFD tool. This course can be a first step in improving your job performance and furthering your career or educational trajectory.
We’ve created this course to help you use the knowledge of flow physics and computational fluid dynamics to obtain quality solutions of flow and heat transfer problems most efficiently. This course is not about instructions on how to use a particular software. Simcenter STAR-CCM+ was used exclusively for all simulations presented in this course. Still, the learning outcomes would be the same if another public or commercial software were used, as long as it has the same capabilities.
Register for this course and see more details by visiting:
OpenCourser.com/course/waqkq4/applied
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What's inside
Syllabus
Introduction to Applied Computational Fluid Dynamics
In Week 1, we'll explore flow in a channel with a semi-circular obstacle on the bottom wall is used to introduce the basic flow models (Euler, Navier-Stokes, and Reynolds-averaged Navier-Stokes equations), the basic features of most flows in engineering applications (boundary layer, shear layer, flow separation, recirculation zone), and the approaches to simulate flows including these phenomena. The distinction between inviscid, laminar, and turbulent flows is explained, as well as how the flow features can be visualized and analyzed and how the knowledge of the flow regime affects the design of the computational grid and the choice of physics models and simulation parameters. Finally, the ways of increasing the efficiency of simulation and the estimation of discretization errors are presented.
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Syllabus
Introduction to Applied Computational Fluid Dynamics
In Week 1, we'll explore flow in a channel with a semi-circular obstacle on the bottom wall is used to introduce the basic flow models (Euler, Navier-Stokes, and Reynolds-averaged Navier-Stokes equations), the basic features of most flows in engineering applications (boundary layer, shear layer, flow separation, recirculation zone), and the approaches to simulate flows including these phenomena. The distinction between inviscid, laminar, and turbulent flows is explained, as well as how the flow features can be visualized and analyzed and how the knowledge of the flow regime affects the design of the computational grid and the choice of physics models and simulation parameters. Finally, the ways of increasing the efficiency of simulation and the estimation of discretization errors are presented.
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Demonstrates advanced techniques to simulate turbulent flows, vital for industries like aerospace and energy
Taught by Milovan Peric, a widely recognized expert in computational fluid dynamics
Covers a comprehensive range of topics, from basic concepts to advanced applications
Suitable for students, engineers, and researchers in the field of fluid dynamics
May require prior knowledge of fluid dynamics and computational methods
Utilizes Simcenter STAR-CCM+ software, which requires a separate license for full functionality
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Reviews summary
Applied cfd: theory and industry application
Learners say this course offers a deep and practical understanding of Applied Computational Fluid Dynamics. Students consistently highlight the instructor's exceptional clarity and ability to simplify complex topics, making challenging concepts accessible. The course is praised for its strong theoretical foundation combined with relevant industrial applications. While the course uses Simcenter STAR-CCM+ for hands-on demonstrations, many agree it effectively teaches general CFD principles applicable to other software. However, some learners caution that a strong background in fluid mechanics is essential, as the pace can be demanding, and the content is not suitable for absolute beginners.
Uses specific software for demonstrations, which can be a strength or a challenge.
"The STAR-CCM+ demonstrations were very helpful, showing how theory translates into practice."
"While the course says it's not software-specific, many examples heavily rely on it, making it harder to follow with other tools."
"The examples using Simcenter STAR-CCM+ were well-integrated, demonstrating concepts effectively."
Balances theoretical depth with practical application in engineering.
"It provides a solid foundation in applied CFD. The focus on fundamental physics rather than just software clicks is a major plus."
"The course content is highly relevant to industrial applications."
"I found the practical application of concepts using STAR-CCM+ invaluable."
Highly knowledgeable and clear explanations of complex CFD concepts.
"The instructor's deep knowledge of CFD and ability to simplify complex topics is truly remarkable."
"The instructor is phenomenal, explaining complex topics with ease."
"I especially liked how the instructor broke down the different turbulence models and explained when to apply each."
Pacing can be challenging for some, potentially requiring external study.
"While the theory is sound, I found the pace a bit fast, and the connection between the theoretical concepts and the STAR-CCM+ application wasn't always clear for me."
"I felt I needed to pause and research outside to fully grasp some sections."
"My main challenge was keeping up with the volume of information presented each week."
Requires a strong background in fluid mechanics; not for beginners.
"It requires a strong background in fluid mechanics to truly benefit."
"It's definitely not a course for beginners; you need to come in with a solid understanding of fluid dynamics."
"My main challenge was keeping up with the volume of information presented each week. The course assumes a strong background..."
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 Applied Computational Fluid Dynamics with these
activities:
Compile and review course materials
Show steps
Organize and review course materials to improve retention and understanding
Show steps
-
Gather course notes, assignments, and exams
-
Organize the materials in a logical way
-
Review the materials regularly
Review fundamental concepts of fluid flow and heat transfer
Show steps
Refresh basic fluid flow and heat transfer concepts to build understanding
Browse courses on
Fluid Dynamics
Show steps
-
Review the principles of mass, momentum, and energy conservation.
-
Review the different modes of heat transfer.
Review fluid dynamics concepts
Show steps
Review basic concepts in fluid dynamics to help build a better foundation
Browse courses on
Fluid Dynamics
Show steps
-
Revisit the basic principles of fluid dynamics, such as density, viscosity, and pressure.
-
Review the different types of fluid flow, such as laminar and turbulent flow.
-
Review the equations of fluid motion, such as the Navier-Stokes equations.
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Follow CFD tutorials
Show steps
Follow tutorials to learn how to use Simcenter STAR-CCM+ and improve understanding
Browse courses on
CFD
Show steps
-
Find tutorials on CFD and Simcenter STAR-CCM+
-
Follow the steps in the tutorials
-
Experiment with different settings
Review Computational Fluid Dynamics by John Anderson
Show steps
Review a textbook to reinforce understanding of fluid dynamics and CFD
View
Fundamentals of Aerodynamics + Schaum's Outline...
on Amazon
Show steps
-
Read the textbook
-
Solve problems from the textbook
Solve fluid dynamics problems
Show steps
Practice solving fluid dynamics problems to improve understanding and confidence
Browse courses on
Fluid Dynamics
Show steps
-
Find and solve practice problems related to the different concepts of fluid dynamics
-
Use CFD software to solve more complex problems
Join a CFD discussion group
Show steps
Join a discussion group to connect with peers, ask questions, and share knowledge
Browse courses on
CFD
Show steps
-
Find a CFD discussion group
-
Participate in discussions
-
Ask questions
Develop a CFD model
Show steps
Create a CFD model using Simcenter STAR-CCM+ to demonstrate understanding of concepts
Browse courses on
CFD
Show steps
-
Choose a problem to model
-
Build a geometry for the problem
-
Set up the simulation parameters
-
Run the simulation
-
Analyze the results
Mentor a junior student
Show steps
Mentor a junior student to reinforce understanding and develop leadership skills
Browse courses on
CFD
Show steps
-
Find a junior student to mentor
-
Meet with the student regularly
-
Help the student with CFD problems
Contribute to an open-source CFD project
Show steps
Contribute to an open-source project to gain real-world experience and make a difference
Browse courses on
CFD
Show steps
-
Find an open-source CFD project
-
Contribute code
-
Fix bugs
Compile and review course materials
Show steps
Organize and review course materials to improve retention and understanding
Show steps
Show steps
Show steps
- Gather course notes, assignments, and exams
- Organize the materials in a logical way
- Review the materials regularly
Review fundamental concepts of fluid flow and heat transfer
Show steps
Refresh basic fluid flow and heat transfer concepts to build understanding
Browse courses on
Fluid Dynamics
Show steps
Show steps
Show steps
- Review the principles of mass, momentum, and energy conservation.
- Review the different modes of heat transfer.
Review fluid dynamics concepts
Show steps
Review basic concepts in fluid dynamics to help build a better foundation
Browse courses on
Fluid Dynamics
Show steps
Show steps
Show steps
- Revisit the basic principles of fluid dynamics, such as density, viscosity, and pressure.
- Review the different types of fluid flow, such as laminar and turbulent flow.
- Review the equations of fluid motion, such as the Navier-Stokes equations.
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Follow CFD tutorials
Show steps
Follow tutorials to learn how to use Simcenter STAR-CCM+ and improve understanding
Browse courses on
CFD
Show steps
Show steps
Show steps
- Find tutorials on CFD and Simcenter STAR-CCM+
- Follow the steps in the tutorials
- Experiment with different settings
Review Computational Fluid Dynamics by John Anderson
Show steps
Review a textbook to reinforce understanding of fluid dynamics and CFD
View
Fundamentals of Aerodynamics + Schaum's Outline...
on Amazon
Show steps
Show steps
Show steps
- Read the textbook
- Solve problems from the textbook
Solve fluid dynamics problems
Show steps
Practice solving fluid dynamics problems to improve understanding and confidence
Browse courses on
Fluid Dynamics
Show steps
Show steps
Show steps
- Find and solve practice problems related to the different concepts of fluid dynamics
- Use CFD software to solve more complex problems
Join a CFD discussion group
Show steps
Join a discussion group to connect with peers, ask questions, and share knowledge
Browse courses on
CFD
Show steps
Show steps
Show steps
- Find a CFD discussion group
- Participate in discussions
- Ask questions
Develop a CFD model
Show steps
Create a CFD model using Simcenter STAR-CCM+ to demonstrate understanding of concepts
Browse courses on
CFD
Show steps
Show steps
Show steps
- Choose a problem to model
- Build a geometry for the problem
- Set up the simulation parameters
- Run the simulation
- Analyze the results
Mentor a junior student
Show steps
Mentor a junior student to reinforce understanding and develop leadership skills
Browse courses on
CFD
Show steps
Show steps
Show steps
- Find a junior student to mentor
- Meet with the student regularly
- Help the student with CFD problems
Contribute to an open-source CFD project
Show steps
Contribute to an open-source project to gain real-world experience and make a difference
Browse courses on
CFD
Show steps
Show steps
Show steps
- Find an open-source CFD project
- Contribute code
- Fix bugs
Career center
Learners who complete Applied Computational Fluid Dynamics will develop knowledge and skills
that may be useful to these careers:
Computational Fluid Dynamics Engineer
Computational Fluid Dynamics Engineer
A Computational Fluid Dynamics Engineer optimizes designs using computer-aided engineering software. This optimization is done across a wide variety of industries, including aerospace, automotive, manufacturing, and energy. Applied Computational Fluid Dynamics offers a broad overview of the field and builds a foundation in the key concepts that underlie all CFD work. This course helps CFD Engineers to advance their careers by expanding their skillset.
CFD Analyst
CFD Analyst
CFD Analysts use computer-aided engineering to simulate fluid flows. These simulations help engineers in a variety of industries design more efficient products and systems. The Applied Computational Fluid Dynamics course provides a strong foundation in the theory and practice of CFD, making it a valuable resource for CFD Analysts looking to advance their careers.
CFD Modeler
CFD Modeler
CFD Modelers use computer-aided engineering to create models of fluid flows. These models are used by engineers in a variety of industries to design more efficient products and systems. The Applied Computational Fluid Dynamics course provides a strong foundation in the theory and practice of CFD, making it a valuable resource for CFD Modelers looking to advance their careers.
Mechanical Engineer
Mechanical Engineer
Mechanical Engineers design, develop, and build mechanical systems and products. They work in a variety of industries, including aerospace, automotive, manufacturing, and energy. Applied Computational Fluid Dynamics may be useful for Mechanical Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of mechanical systems.
Aerospace Engineer
Aerospace Engineer
Aerospace Engineers design, develop, and build aircraft and spacecraft. Applied Computational Fluid Dynamics may be useful for Aerospace Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of aircraft and spacecraft.
Automotive Engineer
Automotive Engineer
Automotive Engineers design, develop, and build automobiles and other vehicles. Applied Computational Fluid Dynamics may be useful for Automotive Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of automobiles and other vehicles.
Manufacturing Engineer
Manufacturing Engineer
Manufacturing Engineers design, develop, and build manufacturing processes and systems. Applied Computational Fluid Dynamics may be useful for Manufacturing Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of manufacturing processes and systems.
Energy Engineer
Energy Engineer
Energy Engineers design, develop, and build energy systems and products. Applied Computational Fluid Dynamics may be useful for Energy Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of energy systems and products.
Chemical Engineer
Chemical Engineer
Chemical Engineers design, develop, and build chemical processes and products. Applied Computational Fluid Dynamics may be useful for Chemical Engineers who want to expand their skillset and learn more about the role of CFD in the design and development of chemical processes and products.
Materials Scientist
Materials Scientist
Materials Scientists research and develop new materials. Applied Computational Fluid Dynamics may be useful for Materials Scientists who want to expand their skillset and learn more about the role of CFD in the development of new materials.
Physicist
Physicist
Physicists study the fundamental laws of nature. Applied Computational Fluid Dynamics may be useful for Physicists who want to expand their skillset and learn more about the role of CFD in the study of fluid dynamics.
Mathematician
Mathematician
Mathematicians develop and apply mathematical theories and techniques to solve problems in a variety of fields. Applied Computational Fluid Dynamics may be useful for Mathematicians who want to expand their skillset and learn more about the role of CFD in the development of mathematical models.
Computer Scientist
Computer Scientist
Computer Scientists design, develop, and implement computer systems and software. Applied Computational Fluid Dynamics may be useful for Computer Scientists who want to expand their skillset and learn more about the role of CFD in the development of computer models.
Data Scientist
Data Scientist
Data Scientists collect, analyze, and interpret data to extract insights and solve problems. Applied Computational Fluid Dynamics may be useful for Data Scientists who want to expand their skillset and learn more about the role of CFD in the analysis of fluid dynamics data.
Software Engineer
Software Engineer
Software Engineers design, develop, and implement software systems. Applied Computational Fluid Dynamics may be useful for Software Engineers who want to expand their skillset and learn more about the role of CFD in the development of software systems for fluid dynamics applications.
For more career information including salaries, visit:
OpenCourser.com/course/waqkq4/applied
Reading list
We've selected 12 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Applied Computational Fluid Dynamics.
A classic textbook on computational fluid dynamics using the finite volume method, this book great resource for understanding the mathematical and numerical foundations of CFD.
A classic textbook on numerical heat transfer and fluid flow, this book great resource for understanding the mathematical and numerical methods used in CFD.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A practical guide to CFD, this book is written for engineers and scientists who want to use CFD to solve real-world problems.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
Save
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A textbook on CFD that covers the mathematical and numerical foundations of CFD, as well as a wide range of applications.
A textbook on finite element methods, which are used in CFD to solve the governing equations of fluid flow.
A textbook on heat and mass transfer, this book great resource for understanding the physical principles underlying CFD simulations of heat transfer.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/waqkq4/applied
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