Hydrodynamic Limit of the Fokker-Planck Equation Describing Fiber Lay-down Processes
In: SIAM Journal on Applied Mathematics. 2007
Authors
- L. L. Bonilla
- T. Götz
- Axel Klar
- N. Marheineke
- Raimund Wegener
Abstract
In this paper, a stochastic model for the turbulent fiber lay-down in the industrial production of nonwoven materials is extended by including a moving conveyor belt. In the hydrodynamic limit corresponding to large noise values, the transient and stationary joint probability distributions are determined using the method of multiple scales and the Chapman-Enskog method. Moreover, exponential convergence towards the stationary solution is proven for the reduced problem. For special choices of the industrial parameters, the stochastic limit process is an Ornstein-Uhlenbeck. It is a good approximation of the fiber motion even for moderate noise values. Moreover, as shown by Monte-Carlo simulations, the limiting process can be used to assess the quality of nonwoven materials in the industrial application by determining distributions of functionals of the process.
BibTeX
@Article{ Bonilla.Goetz.EA07hydrodynamic,
title = { Hydrodynamic Limit of the Fokker-Planck Equation Describing Fiber Lay-down Processes },
author = { L. L. Bonilla and T. Götz and Axel Klar and N. Marheineke and Raimund Wegener },
journal = { SIAM Journal on Applied Mathematics },
year = 2007,
}
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