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Computer Animation
Algorithms and Techniques
Computational Fluid Dynamics
Rick Parent
Computer Animation
Fluids
types
viscous v. non-viscous
compressible v. incompressible
characteristics
laminar flow
turbulent
steady state flow
Rick Parent
conservation of
mass
momentum
energy
properties
velocity
density
pressure
heat
gravity
Computer Animation
Models
grid-based (Eulerian)
d
d
d
d
d
d
d
d
d
d
d
d
d
d
d
d
particle-based (Lagrangian)
Hybrid
Rick Parent
Computer Animation
Notation
Gradient
Divergence
Rick Parent
Computer Animation
Divergence Theorem
The integral of the flow field’s divergence over the
volume of the cell is the same as the intgral of the flow
field over the cell’s boundary
Rick Parent
Computer Animation
Conservation of Mass
dx
Rick Parent
Computer Animation
Conservation of Mass
If incompressible:
Rick Parent
Computer Animation
Conservation of Momentum
in x
dy
dx
Rick Parent
Computer Animation
Conservation of Momentum
Rick Parent
Computer Animation
Euler Equations - 2D
Rick Parent
Velocity: u,v
Coordinates: x,y
Density:
Pressure: p
Computer Animation
Euler Equations - incompressible form
Rick Parent
Computer Animation
Stable Fluids
Velocity grid
Density grid
Move densities around using velocity grid and dissipate densities
Move velocities around using velocity grid and dissipate velocities
Rick Parent
Computer Animation
Stable Fluids
Source
Force
Dissipation
Rick Parent
Advection
Computer Animation
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