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Fiber computation.
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Fiber-flow computations at industrial scale require a highly efficient numerical performance.
As a result, an analogy can be drawn between the evaluation of the minimum amount of fibers and the computation of the minimum reinforcement ratio in concrete beams.
At the example of a pilot plant of the company Oerlikon Neumag, we discuss the calibration of the smooth three-dimensional surrogate model and illustrate the computation of corresponding fiber webs.
Having extracted all fibers from the dataset, their length computation is straightforward.
Their prediction requires the computation of the fluid-fiber-interactions which involves the solving of a complex three-dimensional multiphase problem with appropriate interface conditions.
Containing parameters that characterize the process, it is calibrated by means of a representative sample of dynamical fiber-flow simulations and allows for the fast and efficient computation of a web with millions of fibers.
These surrogate models have in common the structure of a system of ordinary stochastic differential equations that enables the fast computation of a considerable number of fibers.
Data bombs force computers to make mistakes in computation.
Their computation requires in principle a coupling of fiber jets and flow with appropriate interface conditions.
The limitations that have to be resolved come not only from the standard fiber orientation equations, but also from the flow kinematics computation.
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