Overview
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ABOUT THE COURSE:Turbulence is a complex and fascinating phenomenon that plays a crucial role in various scientific and engineering disciplines, from aerodynamics and meteorology to astrophysics and industrial flows. This course provides a comprehensive introduction to turbulence, covering its fundamental principles, mathematical modeling, and practical applications.Course Objectives:Understand the physical nature of turbulence and its significance in fluid dynamics.Explore the governing equations of turbulent flows, including the Navier-Stokes equations.Learn about statistical and spectral descriptions of turbulence.Analyze turbulence modeling approaches, such as Reynolds-Averaged Navier-Stokes (RANS), Large Eddy Simulation (LES), and Direct Numerical Simulation (DNS).Study real-world applications of turbulence in engineering, atmospheric sciences, and beyond.INTENDED AUDIENCE: Mtech/PhD students, Thermal and Fluid EngineersPREREQUISITES: Prerequisite degree: BTechPrerequisite courses: Fluid Mechanics, Engineering MathematicsINDUSTRY SUPPORT: ANSYS, GE, Airbus, Tata motors, Boeing, DRDO, ISRO, HAL, Shell and other companies working in CFD
Syllabus
Week 1: Fundamental considerations of turbulence
Week 2:The nature of turbulence
Week 3:Equations of fluid motion
Week 4:Statistical description of turbulent flows
Week 5:Mean flow equations
Week 6:Scales of turbulent motion Part A
Week 7:Scales of turbulent motion Part B
Week 8:Scales of turbulent motion Part C
Week 9:Modeling and simulation
Week 10:Large Eddy Simulations
Week 11:Turbulent flow applications Part A: Free shear flows
Week 12:Turbulent flow applications Part B: Channel flow, pipe flow
- The "despair" in turbulence
- Why Study Turbulence?
- Descriptions of turbulence: How to define turbulence?
- A brief history of turbulence
- Eras of turbulent studies
Week 2:The nature of turbulence
- Irregularity, Diffusivity, Large Reynolds numbers, 3D vorticity fluctuations, Dissipation
- Methods of analysis
- Origin of turbulence
- Diffusivity of turbulence
- Length scales in turbulent flows
Week 3:Equations of fluid motion
- Nature of turbulent flows
- Continuity and momentum equations
- Role of pressure and conserved scalars; vorticity equation
- Rates of strain and rotation; transformation properties
- Reynolds number similarity
Week 4:Statistical description of turbulent flows
- Random nature of turbulence
- Characterization of random variables; Examples of PDF
- Joint random variables; Joint PDFs; Conditional PDFs
- Random processes; Statistically Stationary Random Processes
- Statistical Stationarity and homogeneity; Wavenumber spectra
Week 5:Mean flow equations
- Reynolds equations
- Closure problem
- Anisotropy
- Gradient diffusion hypothesis
- Turbulent viscosity hypothesis
Week 6:Scales of turbulent motion Part A
- Energy cascade
- Kolmogorov hypotheses Part 1
- Kolmogorov hypotheses Part 2
- Energy Spectrum Part 1
- Energy Spectrum Part 2
Week 7:Scales of turbulent motion Part B
- Fourier modes
- Fourier series representation
- Projection Tensor
- The evolution of Fourier modes
- The kinetic energy of Fourier models
Week 8:Scales of turbulent motion Part C
- Velocity spectrum tensor
- Energy spectrum function
- Kolmogorov spectra
- Model spectra
- Dissipation spectra
Week 9:Modeling and simulation
- Challenges and modeling approaches
- Modeling cost and ease of use
- Direct Numerical Simulation: Pseudo-spectral methods
- Direct Numerical Simulation: Computational cost
- Turbulent Viscosity Models
Week 10:Large Eddy Simulations
- Filtering
- Spectral representation
- Resolution of filtered fields
- Filtering rate of strain
- Smagorinsky model
Week 11:Turbulent flow applications Part A: Free shear flows
- Round jet: Experimental observations
- Round jet: Mean momentum
- Round jet: Kinetic energy
- Other self-similar flows: Plane jet and plane mixing layer
- Other self-similar flows: Plane wake and grid turbulence
Week 12:Turbulent flow applications Part B: Channel flow, pipe flow
- Channel flow: Near-wall shear stress
- Channel flow: Mean velocity profiles
- Channel flow: Length scales and mixing length
- Pipe flow: friction law
- Boundary layers
Taught by
Prof. Abhilash J. Chandy