Magnetic flux leakage testing based on the dual testing probes resisting the negative effects of lift-off perturbations

IF 4.7 2区 工程技术 Q1 MECHANICS
Shuai Hao , Peng-Peng Shi , San-Qing Su
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引用次数: 0

Abstract

The traditional defect evaluation method for magnetic leakage flux (MFL) testing is based on the calibration relationship of signal characteristics on a given lift-off value. The unavoidable lift-off perturbations during the testing process cause changes in the collected MFL signals, leading to challenges in the quantitative evaluation of defect sizes by the traditional method. To address this, we propose an MFL testing system with dual testing probes to test signals containing lift-off information, and develop related algorithms with the Regulargridinterpolator function and particle swarm optimization method to achieve joint high-precision evaluation for radius and depth of defect in the presence of lift-off perturbations. Unlike the single testing probe used in the traditional evaluation method, stacked dual testing probes with a given lift-off difference and a self-developed experimental system for the MFL testing are prepared and optimized, realizing the jointly automatic and continuous acquisition of two sets of signals with a given lift-off difference. Then, the testing experiment of Q235 steel plate containing surface round hole defects (defect radius and depth are 2 mm ∼ 5 mm and 1 mm ∼ 5 mm) is executed, and the experimental results combined with the magnetic dipole model show that both sets of signals are positively correlated with the defect size and closely related to the lift-off value. In addition, the proposed defect evaluation algorithm is used to jointly quantitatively evaluate the radius and depth of surface round hole defects based on the collected MFL testing signals, where the prediction error of defect size based on dual testing probes is controlled within 0.4 mm, indicating that the evaluation capability is significantly higher than that from the traditional evaluation method based on the single testing probe in the presence of lift-off perturbations. The proposed method is demonstrated to resist the negative effects of lift-off perturbations, providing a pathway for the quantitative evaluation of defects under complex testing conditions.
基于抗升空扰动负效应的双检测探头漏磁检测
传统的漏磁检测缺陷评定方法是基于给定升力值下信号特性的标定关系。测试过程中不可避免的升空扰动会导致采集到的漏磁信号发生变化,这给传统的缺陷尺寸定量评估方法带来了挑战。针对这一问题,本文提出了一种带有双检测探头的MFL检测系统,用于检测含有起飞信息的信号,并利用正则网格插值函数和粒子群优化方法开发了相关算法,实现了在起飞扰动存在下缺陷半径和深度的高精度联合评估。与传统评价方法中使用的单测试探头不同,制备并优化了给定升离差的堆叠双测试探头和自行开发的MFL测试实验系统,实现了给定升离差的两组信号的联合自动连续采集。然后,对含有表面圆孔缺陷(缺陷半径和深度分别为2mm ~ 5mm和1mm ~ 5mm)的Q235钢板进行了检测实验,结合磁偶极子模型的实验结果表明,两组信号均与缺陷尺寸呈正相关,且与升离值密切相关。此外,本文提出的缺陷评价算法基于采集到的MFL检测信号,对表面圆孔缺陷半径和深度进行了联合定量评价,其中基于双检测探头的缺陷尺寸预测误差控制在0.4 mm以内,表明在存在升力扰动的情况下,该评价方法的评价能力明显高于传统的基于单检测探头的评价方法。结果表明,该方法能够有效地抵抗起飞扰动的负面影响,为复杂测试条件下缺陷的定量评估提供了途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.70
自引率
13.00%
发文量
606
审稿时长
74 days
期刊介绍: EFM covers a broad range of topics in fracture mechanics to be of interest and use to both researchers and practitioners. Contributions are welcome which address the fracture behavior of conventional engineering material systems as well as newly emerging material systems. Contributions on developments in the areas of mechanics and materials science strongly related to fracture mechanics are also welcome. Papers on fatigue are welcome if they treat the fatigue process using the methods of fracture mechanics.
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