DETERMINATION OF RHEOLOGICAL PARAMETERS OF POLYMERIC MATERIALS USING NONLINEAR OPTIMIZATION METHODS

S. Yazyev, A. Chepurnenko, S. Litvinov
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引用次数: 1

Abstract

The article is devoted to the problem of processing the experimental creep curves of polymers. The task is to determine their rheological characteristics from tests for any of the simplest types of deformation. The basis for the approximation of the experimental curves is the nonlinear Maxwell-Gurevich equation. The task of finding the rheological parameters of the material is posed as a nonlinear optimization problem. The objective function is the sum of the squared deviations of the experimental values on the creep curve from the theoretical ones. Variable input parameters of the objective function are the initial relaxation viscosity and velocity modulus m*. A theoretical creep curve is constructed numerically using the fourth-order Runge-Kutta method. The nonlinear optimization problem is solved in the Matlab environment using the internal point method. The values m* and are found for which the objective function takes the minimum value. To test the technique, the inverse problem was solved. For given values of the rheological parameters of the material, a theoretical curve of creep under bending was constructed, and the values m* and were found from it. The technique was also tested on experimental stress relaxation curves of secondary polyvinyl chloride and creep curves of polyurethane foam with a pure shear. A higher quality approximation of experimental curves is shown in comparison with existing methods. The developed technique allows us to determine the rheological characteristics of materials from tests for bending, central tension (compression), torsion, shear, and it is enough to test only one type of deformation, and not a series, as was suggested earlier by some researchers
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用非线性优化方法测定高分子材料流变参数
本文研究了聚合物蠕变实验曲线的处理问题。任务是通过测试任何最简单的变形类型来确定它们的流变特性。实验曲线近似的基础是非线性麦克斯韦-古列维奇方程。求解材料流变参数的任务是一个非线性优化问题。目标函数是蠕变曲线上的实验值与理论值的方差之和。目标函数的可变输入参数为初始松弛粘度和速度模量m*。采用四阶龙格-库塔法数值构造了理论蠕变曲线。利用内点法在Matlab环境下求解了非线性优化问题。求出目标函数取最小值的值m*和。为了验证该技术,求解了逆问题。在给定材料流变参数的情况下,构造弯曲作用下蠕变的理论曲线,并求出m*和。并对二次聚氯乙烯的应力松弛曲线和纯剪切的聚氨酯泡沫的蠕变曲线进行了试验。通过与现有方法的比较,表明实验曲线的近似质量更高。开发的技术使我们能够通过弯曲、中心拉伸(压缩)、扭转、剪切等测试来确定材料的流变特性,并且只测试一种变形就足够了,而不是像一些研究人员先前建议的那样测试一系列变形
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