Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7061036 | Journal of Non-Newtonian Fluid Mechanics | 2018 | 37 Pages |
Abstract
This work falls within the general framework of melted polymers flows characterization. It deals with the development of a thermo-rheological Reduced Order Model (ROM) which could be used in future works for on-line estimation of viscosity from temperature measurements in the flow, especially in high shear zones. A steady incompressible flow of a pseudo-plastic fluid in a circular runner is considered. The dynamic viscosity is thus described by a shear rate power law defined by consistency index K and flow behavior index n. An approach is developed for building a ROM able to compute a radial temperature profile at the channel outlet for any (K, n) couple in a predefined range. Assuming the temperature field approximation on a reduced set of m space functions, the general form of the ROM is obtained through a Galerkin projection of the energy equation. The ROM constitutive parameters are then identified through an optimization procedure using temperature data for a set of (K, n) couples in the construction ranges Kϵ[5000;20,000] and nϵ[0.3;0.6]. These data are computed by a Finite Elements reference model experimentally validated on an instrumented apparatus. A series of ROMs of order mâ¯=â¯1 to 5 is identified and then tested for a second set of (K, n) couples. The order 5 ROM is able to reproduce the temperature profile computed by the reference model with a r.m.s. error of about 10â2 °C. The temperature profile computed with ROMs is also compared to the profile measured for a real flow.
Related Topics
Physical Sciences and Engineering
Chemical Engineering
Fluid Flow and Transfer Processes
Authors
Manuel Girault, Julien Launay, Nadine Allanic, Pierre Mousseau, Rémi Deterre,