Electrical Conductivity Mapping Evaluation of a Unidirectional Carbon Fiber Composite Material Based on a Multiobjective Inversion Method

IF 2.6 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Hamza Aissaoui, Samir Bensaid, Didier Trichet, Guillaume Wasselynck
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Abstract

In this paper, we propose an approach for determining the two-dimensional electrical conductivity mapping of an anisotropic unidirectional carbon fiber reinforced polymer (UD CFRP). The approach consists of subdividing the UD CFRP ply into several identical virtual zones and determining the longitudinal and transverse electrical conductivity components for each zone by applying an inverse problem technique with multiple cost functions. Following a clearly defined measurement protocol, experimental measurements were carried out on the UD CFRP ply to obtain DC electrical resistances between pairs of electrodes placed at the ends of the bordering zones. This was followed by a numerical calculation of the DC resistances for all electrode pairs using a finite element model (FEM). A multi-objective simulated annealing algorithm was applied to minimize the cost functions which are expressed as the difference between the calculated resistances and those measured for all electrode pair placement positions. The numerical model and experimental setup were validated using a conductive material with known electrical conductivity. The proposed multi-zone conductivity evaluation approach was first verified using numerical results and then successfully applied to a UD CFRP ply.

Abstract Image

基于多目标反演法的单向碳纤维复合材料电导率映射评价
在本文中,我们提出了一种确定各向异性单向碳纤维增强聚合物(UD CFRP)二维电导率映射的方法。该方法包括将UD CFRP层细分为几个相同的虚拟区域,并通过应用具有多个成本函数的反问题技术确定每个区域的纵向和横向电导率分量。根据明确定义的测量方案,对UD CFRP层进行实验测量,以获得放置在边界区域两端的电极对之间的直流电阻。然后利用有限元模型(FEM)对所有电极对的直流电阻进行数值计算。采用多目标模拟退火算法最小化代价函数,该代价函数表示为所有电极对放置位置的计算电阻与测量电阻之差。采用已知电导率的导电材料对数值模型和实验装置进行了验证。首先用数值结果验证了所提出的多层导电性评价方法,然后成功地应用于UD碳纤维复合材料层。
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来源期刊
Journal of Nondestructive Evaluation
Journal of Nondestructive Evaluation 工程技术-材料科学:表征与测试
CiteScore
4.90
自引率
7.10%
发文量
67
审稿时长
9 months
期刊介绍: Journal of Nondestructive Evaluation provides a forum for the broad range of scientific and engineering activities involved in developing a quantitative nondestructive evaluation (NDE) capability. This interdisciplinary journal publishes papers on the development of new equipment, analyses, and approaches to nondestructive measurements.
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