COURSE SCHEDULE
|
Week |
Title |
Chapter of the textbook |
|
1 |
Overview Introduction
to the Course |
Introduction
Slide (Mostly from
Schiestel) |
|
2 |
Introduction
to Turbulence, Turbulent Scales, Energy Spectrum, The Cascade Process
|
Davidson,
Ch. 5 |
|
3 |
Turbulent
Mean Flow, Probability Density Functions, Transport Equations for Turbulent
Kinetic Energy, Transport Equations or Reynolds Stresses, Correlations |
Davidson,
Chs.: 6,7,8,9,10 |
|
4 |
Reynolds
Stress Models and Two Equation Models Eddy
Viscosity Models |
Davidson,
Ch. 11, 12 |
|
5 |
Scalar/Heat-Flux-Transport Modelling |
Leschziner, Ch.13 |
|
6 |
Turbulent
Buoyant Flows
|
Durbin and
Pettersson-Reif, Ch. 8 |
|
7 |
Free Shear Flows MIDTERM (1.5 hours) |
Durbin and Pettersson-Reif,
Ch. 4 |
|
8 |
Overview of
Turbulent Combustion in RANS |
Kuo and
Acharya, Ch. 4 |
|
9 |
Introduction
to LES |
Davidson,
Ch. 18 |
|
10 |
Test
Filter, Bardina Model, numerical Methods |
Davidson,
Ch. 18 |
|
11 |
Discussion
of Dissipation in LES and RANS |
Davidson,
Ch. 18 |
|
12 |
URANS, DES
and Hybrid LES-RANS and Review |
Davidson,
Chs. 19-28 |
|
13 |
Modeling of
Buoyant Flows in LES |
Journal
papers |
|
14 |
Discussing
Turbulent Combustion in LES |
Kuo and
Acharya, Ch. 4 |
|
Optional lecture (Either online
or face to face) |
Machine
Learning Algorithms in Turbulence Modeling |
Journal
papers |
Textbooks:
1-
Davidson, L., Fluid
mechanics, turbulent flow and turbulence modeling, January 2025.
2-
Schiestel, R.,
Modeling and Simulations of Turbulent Fşows, John Wiley and Sons, 2006.
3-
Leschziner,
Michael, Statistical turbulence modelling for fluid dynamics, demystified : an
introductory text for graduate engineering students, 2015.
4-
Durbin,
P.A.,Pettersson Reif, B.A., Statistical Theory
and Modeling
for Turbulent Flows, Second Edition, John Wiley Sons, 2011.
5-
Kuo, K.K., Acharya,
R., Fundamentals of Turbulent and Multiphase Combustion, John Wiley and Sons,
2012.
6-
Davidson, P.A.,
Turbulence An Introduction for Scientists and Engineers, University of
Cambridge, 2015.
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