Engineering Guides

Analyse

Computational fluid dynamics

Conservation laws, discretisation, turbulence modelling and how to judge a simulation.

This track is in preparation. The curriculum below is the plan.

Field notesPractical rules for setting up and judging flow simulations. In preparation.

Curriculum

  1. 1
    Conservation laws

    Mass, momentum and energy, from control volumes to the Navier–Stokes equations.

    In preparation
  2. 2
    The finite volume method

    Fluxes, interpolation schemes, upwinding and numerical diffusion.

    In preparation
  3. 3
    Pressure–velocity coupling

    Why incompressible flow is hard, and how SIMPLE and PISO work.

    In preparation
  4. 4
    Meshes for fluids

    Boundary layers, y+, prism layers and mesh independence.

    In preparation
  5. 5
    Turbulence modelling

    RANS, k-ε, k-ω SST, LES, and what each assumes.

    In preparation
  6. 6
    Boundary conditions

    Inlets, outlets, walls and the mistakes that go with each.

    In preparation
  7. 7
    Compressible flow

    Mach number, shocks and when density can no longer be constant.

    In preparation
  8. 8
    Judging results

    Residuals, monitors, grid convergence and sanity checks.

    In preparation

Closely connected tracks