The purpose of this paper is to demonstrate the applicability of Particle Swarm Optimization algorithm to determine material parameters in incompressible isotropic elastic strain-energy functions using combined tensio...The purpose of this paper is to demonstrate the applicability of Particle Swarm Optimization algorithm to determine material parameters in incompressible isotropic elastic strain-energy functions using combined tension and torsion loading. Simulation of rubber behavior was conducted from the governing equations of the deformation of a cylinder composed of isotropic hyperelastic incompressible materials. Four different forms of strain-energy function were considered based respectively on polynomial, exponential and logarithmic terms to reproduce load force (N) and torque (M) trends using natural rubber experimental data. After highlighting the minimization of the objective function generated in the fitting process, the study revealed that a particle swarm optimization algorithm could be successfully used to identify the best material parameters and characterize the behavior of rubber-like hyperelastic materials.展开更多
通过对某橡胶材料标准试件的单轴拉伸、平面拉伸和等双轴拉伸的应力-应变数据的测试,并利用最小二乘原理识别了5种常见橡胶超弹性本构模型的参数,对比了不同模型间的拟合精度。以某款车型的橡胶隔振器为实例,计算不同本构模型在3种典型...通过对某橡胶材料标准试件的单轴拉伸、平面拉伸和等双轴拉伸的应力-应变数据的测试,并利用最小二乘原理识别了5种常见橡胶超弹性本构模型的参数,对比了不同模型间的拟合精度。以某款车型的橡胶隔振器为实例,计算不同本构模型在3种典型工程应变下的力-位移曲线,并与实测数据进行对比。结果表明,Mooney-Rivlin模型在处理较小应变数据时具有较好的计算精度和计算稳定性,Van der Waals模型和3阶Ogden模型在处理较大应变数据时具有较好的计算精度。展开更多
文摘The purpose of this paper is to demonstrate the applicability of Particle Swarm Optimization algorithm to determine material parameters in incompressible isotropic elastic strain-energy functions using combined tension and torsion loading. Simulation of rubber behavior was conducted from the governing equations of the deformation of a cylinder composed of isotropic hyperelastic incompressible materials. Four different forms of strain-energy function were considered based respectively on polynomial, exponential and logarithmic terms to reproduce load force (N) and torque (M) trends using natural rubber experimental data. After highlighting the minimization of the objective function generated in the fitting process, the study revealed that a particle swarm optimization algorithm could be successfully used to identify the best material parameters and characterize the behavior of rubber-like hyperelastic materials.
文摘通过对某橡胶材料标准试件的单轴拉伸、平面拉伸和等双轴拉伸的应力-应变数据的测试,并利用最小二乘原理识别了5种常见橡胶超弹性本构模型的参数,对比了不同模型间的拟合精度。以某款车型的橡胶隔振器为实例,计算不同本构模型在3种典型工程应变下的力-位移曲线,并与实测数据进行对比。结果表明,Mooney-Rivlin模型在处理较小应变数据时具有较好的计算精度和计算稳定性,Van der Waals模型和3阶Ogden模型在处理较大应变数据时具有较好的计算精度。
