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Prof. Mostafa Mohammed Yaseen Elbakry :: Publications: |
Title: | Discovered function for Shear
Stress and Pressure Drop of Linear Low Density Polyethylene using
genetic programming
|
Authors: | El-Bakry,Mostafa.Y. and Radi,A. |
Year: | 2010 |
Keywords: | Genetic Programming, pressure drop , shear stress , shear rate, linear- low- density polyethylene copolymer |
Journal: | International Journal of Engineering and Technology |
Volume: | 10 |
Issue: | 2 |
Pages: | 132-141 |
Publisher: | IJET-IJENS © April 2010 IJENS I J E N S |
Local/International: | International |
Paper Link: | Not Available |
Full paper | Not Available |
Supplementary materials | Not Available |
Abstract: |
The estimation of the functions that describe the shear stress and the pressure drop across the short orifice die as a function of shear rate at different mean pressures for linear-low-density polyethylene copolymer (LLDPE) at 190oC is obtained using Genetic Programming (GP) . The GP has been running based on experimental data in two cases; shear stress and pressure drop at different mean pressures to produce shear stress and pressure drop for each target mean pressure. The shear rate and mean pressure of linear-low-density polyethylene copolymer have been used as input variables to find the discovered functions. The experimental, calculated and predicted shear stress and pressure drop are compared. The discovered function shows a good match to the experimental data. We find that the GP technique is a good new mechanism of determination of the shear stress and the pressure drop linear-low-density polyethylene copolymer. |