A Novel Approach for Three-Dimensional Acoustic Source Localization in Orthotropic Medium

IF 3 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Jérôme S. Afoutou, Frédéric Lamy, Frédéric Dubois
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引用次数: 0

Abstract

This work investigates the three-dimensional localization of acoustic emission sources in a cartesian orthotropic medium using a geometric approach. The proposed method minimizes a constrained nonlinear objective function formulated from arrival times, computed via the 3D Christoffel equation for wave propagation in orthotropic solids. Acoustic test points (ATPs) and emission times were randomly generated to evaluate the robustness of the localization procedure. Localization was performed under two scenarios: first, assuming known material parameters; and second, jointly estimating both the source coordinates and the material parameters. This increased the number of unknowns from four (source position and emission time) to ten, with the six additional variables corresponding to the 3D Hankinson parameters characterizing wave velocity anisotropy. The study examined the effects of both number of sensors (ranging from 4 to 14) and spatial configuration (eight distinct arrangements) on localization accuracy. Two global optimization algorithms (DIRECT and differential evolution) were employed to minimize the objective function. Results have revealed that localization performance is influenced more by sensor placement than by sensors quantity. The differential evolution algorithm exhibited greater robustness with and less sensitivity to sensor positioning. The findings confirmed the effectiveness of the proposed methodology for accurate acoustic source localization and concurrent estimation of material parameters in orthotropic media.

Abstract Image

正交各向异性介质中三维声源定位的新方法
本文利用几何方法研究了直角正交各向异性介质中声发射源的三维定位。该方法最小化了一个约束非线性目标函数,该函数由到达时间组成,通过三维克里斯托费尔方程计算波在正交各向异性固体中的传播。随机生成声学测试点(atp)和发射时间,以评估定位过程的鲁棒性。在两种情况下进行定位:第一,假设材料参数已知;其次,对源坐标和材料参数进行联合估计。这将未知的数量从4个(源位置和发射时间)增加到10个,其中6个额外的变量对应于表征波速各向异性的3D Hankinson参数。该研究考察了传感器数量(从4到14)和空间配置(8种不同的排列)对定位精度的影响。采用DIRECT和差分进化两种全局优化算法对目标函数进行最小化。结果表明,传感器位置对定位性能的影响大于传感器数量。差分进化算法对传感器定位具有较强的鲁棒性和较低的灵敏度。研究结果证实了所提出的方法在正交各向异性介质中准确定位声源和同时估计材料参数的有效性。
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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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