Flow modeling of linear and nonlinear fluids in two scale fibrous fabrics

The fundamental macroscopic material property needed to quantify the flow in a fibrous medium viewed as a porous medium is the permeability. Composite processing models require the permeability as input data to predict flow patterns and pressure fields. As permeability reflects both the magnitude and anisotropy of the fluid/fiber resistance, efficient numerical techniques are needed to solve linear and nonlinear homogenization problems online during the flow simulation. In a previous work the expressions of macroscopic permeability were derived in a double-scale porosity medium for both Newtonian and rheo-thinning resins. In the linear case only a microscopic calculation on a representative volume is required, implying as many microscopic calculations as representative microscopic volumes exist in the whole fibrous structure. In the non-linear case, and even when the porous microstructure can be described by a unique representative volume, microscopic calculation must be carried out many times because the microscale resin viscosity depends on the macroscopic velocity, which in turn depends on the permeability that results from a microscopic calculation. Thus, a nonlinear multi-scale problem results. In this paper an original and efficient offline-online procedure is proposed for the efficient solution of nonlinear flow problems in porous media.

[1]  A. Ammar,et al.  PGD-Based Computational Vademecum for Efficient Design, Optimization and Control , 2013, Archives of Computational Methods in Engineering.

[2]  V. G. Kouznetsova,et al.  Multi-scale computational homogenization: Trends and challenges , 2010, J. Comput. Appl. Math..

[3]  Francisco Chinesta,et al.  Non-incremental transient solution of the Rayleigh–Bénard convection model by using the PGD , 2013 .

[4]  Francisco Chinesta,et al.  Alleviating mesh constraints : Model reduction, parallel time integration and high resolution homogenization , 2008 .

[5]  Francisco Chinesta,et al.  Routes for Efficient Computational Homogenization of Nonlinear Materials Using the Proper Generalized Decompositions , 2010 .

[6]  A. Huerta,et al.  Finite Element Methods for Flow Problems , 2003 .

[7]  Francisco Chinesta,et al.  Parametric solution of the Rayleigh-Benard convection model by using the PGD: Application to nanofluids , 2015 .

[8]  Vinh Phu Nguyen,et al.  MULTISCALE CONTINUOUS AND DISCONTINUOUS MODELING OF HETEROGENEOUS MATERIALS: A REVIEW ON RECENT DEVELOPMENTS , 2011 .

[9]  Adrien Leygue,et al.  The Proper Generalized Decomposition for Advanced Numerical Simulations: A Primer , 2013 .

[10]  Francisco Chinesta,et al.  Advanced thermal simulation of processes involving materials exhibiting fine-scale microstructures , 2016 .

[11]  George E. Karniadakis,et al.  Gappy data: To Krig or not to Krig? , 2006, J. Comput. Phys..

[12]  A. Huerta,et al.  Finite Element Methods for Flow Problems , 2003 .