Parametric identification of coefficients for a model of fatigue stiffness degradation of a composite material

The problem of finding the fatigue characteristics of a composite material based on test results is considered. The results of endurance tests of unidirectional polymer composite materials with different initial stiffness, breaking stress and working cycle stress were used as the initial data. As a mathematical model of stiffness degradation, a nonlinear ordinary differential equation with five unknown parameters is used, reflecting characteristic changes in the properties of the material. It is required to find such parameter values that the solution of the differential equation should describe the available test results with sufficient accuracy. The solution procedure is reduced to the problem of optimizing the objective function, the value of which characterizes the achieved accuracy. As optimization methods, a method simulating the behavior of a flock of moths and a method of sequential reduction of the search set were used. A step-by-step algorithm for finding unknown model parameters is proposed, and numerical results of processing input data containing information on changing the elasticity modulus of the composite material in the course of applying load cycles are presented.

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Journal
VESTNIK of Samara University Aerospace and Mechanical Engineering
Published
2024-10-23
DOI
https://doi.org/10.18287/2541-7533-2024-23-3-119-131
Primary Topic
Environmental and Industrial Safety
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article
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article

Parametric identification of coefficients for a model of fatigue stiffness degradation of a composite material

А. В. Пантелеев, N. O. Kononov, I.S. Nadorov
VESTNIK of Samara University Aerospace and Mechanical Engineering
Environmental and Industrial Safety
article

Parametric identification of coefficients for a model of fatigue stiffness degradation of a composite material

А. В. Пантелеев, N. O. Kononov, I.S. Nadorov
article en

Abstract

The problem of finding the fatigue characteristics of a composite material based on test results is considered. The results of endurance tests of unidirectional polymer composite materials with different initial stiffness, breaking stress and working cycle stress were used as the initial data. As a mathematical model of stiffness degradation, a nonlinear ordinary differential equation with five unknown parameters is used, reflecting characteristic changes in the properties of the material. It is required to find such parameter values that the solution of the differential equation should describe the available test results with sufficient accuracy. The solution procedure is reduced to the problem of optimizing the objective function, the value of which characterizes the achieved accuracy. As optimization methods, a method simulating the behavior of a flock of moths and a method of sequential reduction of the search set were used. A step-by-step algorithm for finding unknown model parameters is proposed, and numerical results of processing input data containing information on changing the elasticity modulus of the composite material in the course of applying load cycles are presented.

VESTNIK of Samara University Aerospace and Mechanical EngineeringVol. 23(3)
Moscow Aviation Institute (RU)
Decent work and economic growth
Openalex Percentile: Top 83%
Environmental and Industrial Safety
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Parametric identification of coefficients for a model of fatigue stiffness degradation of a composite material — А. В. Пантелеев, N. O. Kononov, et al. · VESTNIK of Samara University Aerospace and Mechanical Engineering (2024) | TGRS Research Map | TGRS