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Applied Computational Fluid Dynamics

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.

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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.

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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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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

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Activities

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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 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.

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