We may earn an affiliate commission when you visit our partners.
Course image
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.

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.

Enroll now

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.
Read more
Flows in Diffusors and Nozzles
In Week 2, we'll explore flows in diffusors and nozzles are studied. They are generic representations of diverging or converging cross-sections of flow paths found in many engineering applications. In both diffusors and nozzles flow separation and recirculations occurs if diverging/converging angles are high enough. In symmetric diffusor geometries the flow is often asymmetric, and in nozzles vena contracta may occur. These phenomena and the evaluation of efficiency of energy conversion as well as the energy losses are explained. The effects of geometrical details (variation of expansion/contraction angle, rounding of corners by different radii) and suction through diffusor walls are also analyzed. Detailed studies of grid-dependence of solutions are performed and the effect of the order of discretization for convection fluxes is analyzed.
Secondary and Vortex Flows
In Week 3, we'll explore pressure or turbulence induced flow in directions other than the primary flow path are studied. First three-dimensional pressure-driven secondary flows in duct or pipe bends are analyzed in detail, followed by the analysis of turbulence-driven secondary flow in ducts with non-circular cross-sections. The physics behind these phenomena is described and the ways of simulating them are explained. Next, horseshoe vortex and tip vortex flows are analyzed; they too are generic representations of flows resulting in many practical applications with body junctions and free tips. The flow physics, computational details (design of an optimal grid and its local refinement, the choice of physics models and the simulation approach) are explained.
Flows Around a Circular Cylinder
In Week 4, we'll explore flows around a circular cylinder at Reynolds numbers between 5 and 5 million are studied. Circular cylinder is a generic representation of a slender body exposed to a cross-flow; such situations are found in many practical applications. Depending on the Reynolds number, the flow may be creeping, steady or unsteady laminar, or turbulent. The flow separation and recirculation can have many different forms, leading to vortex shedding (the von Karman vortex street), transition to turbulence in the wake, in shear layers, or in boundary layers on cylinder surface. Both the drag crises on a cylinder at the critical Reynolds number and the Magnus effect on a rotating cylinder are described. Different techniques of simulating turbulent flows - direct numerical simulation, large-eddy simulation or solution of the Reynolds-averaged Navier-Stokes equations using different turbulence models are presented and it is explained which technique is appropriate for which type of flow.
Flows with Heat Transfer
In Week 5, we'll explore heat transfer, including conduction in solids, natural and forced convection in fluids, and conjugate heat transfer. I’ll explain how the heat is transferred between continua at the solid-fluid interface, what is different in laminar and turbulent flows, which properties of a computational grid are desirable at the fluid-solid interface, and why are prism layers at walls important. The difference between stable and unstable stratification in natural convection flows and the importance of accounting for the correct dependence of fluid properties on temperature are emphasized. Finally, it is explained how to optimally simulate simultaneous heat transfer across multiple flow streams separated by solid bodies.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
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

Save this course

Save Applied Computational Fluid Dynamics to your list so you can find it easily later:
Save

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
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
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
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
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
Review a textbook to reinforce understanding of fluid dynamics and CFD
Show steps
  • Read the textbook
  • Solve problems from the textbook
Solve fluid dynamics problems
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
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
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
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
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

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
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 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 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.
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.
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.
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.
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.
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 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.
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.
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.
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.
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 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.
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.

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 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.
A textbook on heat and mass transfer, this book great resource for understanding the physical principles underlying CFD simulations of heat transfer.

Share

Help others find this course page by sharing it with your friends and followers:

Similar courses

Here are nine courses similar to Applied Computational Fluid Dynamics.
Angewandte numerische Fluiddynamik
Most relevant
Dinámica de fluidos computacional aplicada
Most relevant
Dynamique des fluides numérique appliquée
Most relevant
응용 전산 유체 역학
Most relevant
Computational Fluid Mechanics - Airflow Around a Spoiler
Most relevant
CFD Simulation Through a Centrifugal Pump
Most relevant
Sports and Building Aerodynamics
Most relevant
Mathematics for Engineers: The Capstone Course
Most relevant
Single-Phase Pipe Hydraulics and Pipe Sizing
Most relevant
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2024 OpenCourser