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Simulating Cloth |
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Key to the "Gertie, Interrupted"
is a simulation of curtains in the window of one of the set pieces.
The following is a description of the Michael's implementation of cloth
for this part of the feature. |
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The green vertical and horizontal
rows in this image represent springs connecting masses (grey). The
stiffness associated with these green springs relate directly to the stretch
in a piece of cloth. The orange diagonals represent springs connecting
diagonally adjacent masses. The stiffness of these springs relates
to the shear of the cloth.
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Mass
Cloths have a variety of densities
from the heaviest carpet to the lightest silk. Representing a continuous
piece of cloth by a membrane or parametric surface would be beyond the
scope of this animation project, so we instead lump the mass of regions
of the cloth into point masses and connect them by springs. These
masses will be subject to Newton's laws with forces being applied by springs,
gravity, air density, and air pressure.
The mass of each is simply the product
of the density and one-fourth the area of the cells surrounding the given
mass. Note: this simplification does not look as bad as it sounds
once a cubic surface is fit through the mass locations.
The point masses are represented
in the simulation by three arrays of points. These arrays hold the
positions of the masses for the previous, current, and next time steps.
Warp and Weft Threads
The physical effects of the threads
in a piece of cloth can be approximated by simulating the forces of springs
connecting our point masses in a mesh-like structure as shown on the left.
We simulate the warp and weft threads of the cloth with vertical and horizontal
spring forces respectively. The interaction of the warp and weft
threads under loads that would change the orthogonality of these warp and
weft is simulated by diagonal spring forces connecting diagonally adjacent
masses.
Each spring is assumed to have a
nominal length that depends on its orientation in the mesh. The forces
acting between masses are computed by measuring the distance between a
subject mass and each of its neighbors. The difference between this
distance and the nominal length of the spring connecting these masses is
multiplied by the appropriate spring constant.
This model is still incomplete, we
still need a way to simulate the (typically very low) resistance of the
threads to bending.
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This image shows a subset
of the cloth system in the neighborhood of one mass (shear springs omitted
for clarity.) The red line represents a pair of springs pulling the
center mass toward the average position of the vertically and horizontally
adjacent masses. The stiffness of this spring relates to the bending
resistance of the threads in the cloth.
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Warp and Weft Threads in Bending
The threads in cloth exhibit a resistance
to bending, as evidenced by the rounded appearance of folds in the clothing
you wear. This resistance to bending is simulated by spring forces
that attempt to keep the structure of the cloth flat. Locally, the
cloth simulation attempts to maintain the flatness of the structure by
applying a flattening force computed by comparing a given mass's position
pi,j to the average
position of its neighbors; multiplying this by the bending spring constant
kbend something like:
fflatten=0.25kbend(pi-1,j+pi+1,j+pi,j-1+pi,j+1-4pi,j)
Even this model is incomplete, since
there will be both air resistance to the movement of the cloth, as well
as internal damping within the cloth fibers.
Damping
To more accurately simulate real
cloth, and promote numerical stability, the friction effects of air and
the damping of the spring forces are simulated with a generalized damping
force. This force is proportional, and in a direction opposite, to
the velocity of each point mass. |
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Euler Steps
The action
of a spring under a time-varying force is modeled by the following equation:
(1)
In the simulation, we store only the
position information for each mass at the previous two time steps and use
this to compute the motion of the mass at the current time step.
The velocity of each mass is approximated by:
(2)
And the acceleration is approximated
by:
(3)
Substituting (2) and (3) into (1) we
get:
where fi is the sum of the
forces acting on the subject mass. Rolling the kxi
term into the applied forces, and solving for xi,
we get:
By using a sufficiently small time steps,
we march the simulation forward, computing new positions for the masses
at any future time. The current implementation uses a time step of
0.001 seconds.
This method of explicitly computing the next state of the masses based
on their current state is known as an Euler step. The method is very sensitive
to the step size, so we must use small steps resulting in a slow simulation. For
our purposes, though, this simple approach is fine- we'll simply output the mass
positions at the appropriate time step and allow Maya to interpolate them over time.
We justify the extra running time in terms of the savings in projected
development and debugging time required to implement cloth using the recommended implicit
method.
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The Software
We can use a coarse mesh to simulate
the behavior of the cloth, and export the result to Maya in the form of
a script that creates a cubic spline surface and keyframes the control
vertices based on the positions of the point masses. The result is
a very convincing simulation of cloth.
Downloading
The software
(MS/Windows+OpenGL) and source
code is available for download.
Running
The software can be run by simply
downloading it to the Windows desktop, or another appropriate location.
After double clicking on the program icon, the program will display a dialog
box asking you to specify the size of cloth you would like to simulate.
The default values seem to work reasonably well. Simply press
to start the simulation. Note, the software simulates a tabbed curtain
with every 8th mass
fixed across the top edge.
Controlling the Simulation
The parameters controlling the simulation
are accessible by choosing View->Cloth Controls from the menu at the top
of the screen. Any parameter can be selected from the drop-down list
in the Cloth Controls dialog. Do not by alarmed if the cloth should
suddenly "explode", this is perfectly normal and means that you have chosen
a parameter for which the default time step is too large.
Exporting Maya Scripts
To export to a Maya script, choose
File->Save from the menu at the top of the screen. A file selection
dialog box will open up and allow you to specify the name of the object
in Maya. Choose a meaningful name and press the Save button.
A new dialog box will open up and allow you to specify the number of simulation
steps to skip when constructing the animation, as well as the size of the
cubic spline patch in Maya. The default skip rate assumes Maya will
be animating at 30 frames/sec. Specify the number of spline patches
in the u and v directions. After pressing OK, the program will create
two files: create_name.mel and animate_name.mel. The
simulation will progress with the window bar displaying the current frame
number being recorded. When you decide enough frames have been saved,
choose File->Save another time to stop the recording.
Importing Into Maya
In Maya, execute create_name.mel
from the script editor. After this, execute animate_name.mel
from the script editor. (Patience is important here as the script
files tend to be very large and thus take a long time to load and execute.)
Apply a pretty texture and enjoy the pretty curtains.
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