{"title":"Probabilistic detection capability evaluation of eddy current testing to detect cracks on the divertor monoblock surface","authors":"Fanwei Yu , Noritaka Yusa , Masayuki Tokitani","doi":"10.1016/j.fusengdes.2025.115002","DOIUrl":null,"url":null,"abstract":"<div><div>This study proposed a multi-parameter probability of detection (POD) model to probabilistically assess the capability of eddy current testing (ECT) for the inspection of divertor monoblock surfaces. The model assumes that a signal caused by the presence of a crack follows a probability density function with the depth, length, and position of the crack as variables. The parameters of the model are estimated by the combinational use of measured and experimental signals, and the probability that the signal exceeds a certain threshold is regarded as the probability of detection as the conventional <em>â</em>-<em>a</em> POD analysis. To demonstrate the model, sixty-three tungsten samples with an artificial slit were prepared to simulate the thermal fatigue cracking of the monoblock plasma-facing surface. The samples were measured using a differential plus-point ECT probe with a 1 mm lift-off and 500 kHz frequency. Correspondingly, numerical simulations of an eddy current simulator based on the <span><math><mrow><mi>A</mi><mo>−</mo><mi>ϕ</mi></mrow></math></span> formulation were performed. The difference between the normalized slit signals and a flawless signal, which is obtained with the aid of image processing, was considered as the signal response to mitigate the influence of large noise caused at the edges of monoblocks. The results show that the proposed model can evaluate POD much more reasonably than conventional models that represent a flaw using one or two parameters.</div></div>","PeriodicalId":55133,"journal":{"name":"Fusion Engineering and Design","volume":"215 ","pages":"Article 115002"},"PeriodicalIF":2.0000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fusion Engineering and Design","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0920379625002029","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NUCLEAR SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
This study proposed a multi-parameter probability of detection (POD) model to probabilistically assess the capability of eddy current testing (ECT) for the inspection of divertor monoblock surfaces. The model assumes that a signal caused by the presence of a crack follows a probability density function with the depth, length, and position of the crack as variables. The parameters of the model are estimated by the combinational use of measured and experimental signals, and the probability that the signal exceeds a certain threshold is regarded as the probability of detection as the conventional â-a POD analysis. To demonstrate the model, sixty-three tungsten samples with an artificial slit were prepared to simulate the thermal fatigue cracking of the monoblock plasma-facing surface. The samples were measured using a differential plus-point ECT probe with a 1 mm lift-off and 500 kHz frequency. Correspondingly, numerical simulations of an eddy current simulator based on the formulation were performed. The difference between the normalized slit signals and a flawless signal, which is obtained with the aid of image processing, was considered as the signal response to mitigate the influence of large noise caused at the edges of monoblocks. The results show that the proposed model can evaluate POD much more reasonably than conventional models that represent a flaw using one or two parameters.
本研究提出了一种多参数检测概率(POD)模型,以概率评估涡流检测(ECT)检测导流器单块表面的能力。该模型假定裂纹产生的信号遵循以裂纹的深度、长度和位置为变量的概率密度函数。模型的参数是通过测量信号和实验信号的组合使用来估计的,信号超过一定阈值的概率作为检测概率作为常规的 -a POD分析。为了验证该模型,制备了63个带人工狭缝的钨试样,模拟了单块等离子体表面的热疲劳开裂。样品测量使用差分加点ECT探针1毫米上升和500千赫频率。相应地,对基于A−φ公式的涡流模拟器进行了数值模拟。将经过图像处理得到的归一化狭缝信号与无缺陷信号之间的差值作为信号响应,以减轻单块边缘产生的大噪声的影响。结果表明,该模型比传统的用一两个参数表示缺陷的模型更能合理地评价POD。
期刊介绍:
The journal accepts papers about experiments (both plasma and technology), theory, models, methods, and designs in areas relating to technology, engineering, and applied science aspects of magnetic and inertial fusion energy. Specific areas of interest include: MFE and IFE design studies for experiments and reactors; fusion nuclear technologies and materials, including blankets and shields; analysis of reactor plasmas; plasma heating, fuelling, and vacuum systems; drivers, targets, and special technologies for IFE, controls and diagnostics; fuel cycle analysis and tritium reprocessing and handling; operations and remote maintenance of reactors; safety, decommissioning, and waste management; economic and environmental analysis of components and systems.