首页|期刊导航|中国机械工程|脉冲调制涡流检测涂层系统的减薄缺陷检出概率分析

脉冲调制涡流检测涂层系统的减薄缺陷检出概率分析OA

Analysis of POD for Pulse-modulation Eddy Current Testing of Thickness Reduction in Coating Systems

中文摘要英文摘要

针对热障涂层系统中的涂层减薄缺陷,采用线性回归模型分析了不同频率的脉冲调制波与脉冲调制波载波频率对应的正弦波对涂层减薄缺陷的涡流检测结果,确定了脉冲调制涡流检测的优势.建立了热障涂层系统涂层减薄缺陷的脉冲调制涡流检测仿真模型,并基于仿真结果构建了三种回归模型拟合实验数据,所提模型能较好地表征实验数据与缺陷尺寸之间的关系.对回归结果进行检出概率分析,通过接收者操作特征曲线确定了检出概率的阈值,并绘制了检出概率曲线.检出概率分析结果表明,95%低置信边界上90%检出概率对应的缺陷尺寸为50.62 μm.

This paper addresses the detection of thickness reduction defects in thermal barrier coating(TBC)systems.It compares eddy current testing responses obtained by pulse-modulation waves at differ-ent frequencies with those from corresponding sinusoidal waves via linear regression analysis,demonstrat-ing the advantages of pulse-modulation eddy current testing.A numerical simulation model for coating thin-ning defects in TBC systems is established.Based on the simulation results,three regression models are developed to fit the experimental data,and these models effectively characterize the relationship between the measured signals and defect size.Probability of detection(POD)analysis is performed on the regres-sion results.The detection threshold is determined using the receiver operating characteristic curve,and the POD curve is constructed.The POD analysis results indicate that a 90%POD corresponds to a defect size of 50.62 μm,with a 95%lower-confidence bound.

苏冰洁;李勇;王艺融;赵桢;陈振茂

复杂服役环境重大装备结构强度与寿命全国重点实验室,西安,710049复杂服役环境重大装备结构强度与寿命全国重点实验室,西安,710049||陕西省无损检测与结构完整性评价工程技术研究中心,西安,710049||西安交通大学航天航空学院,西安,710049复杂服役环境重大装备结构强度与寿命全国重点实验室,西安,710049复杂服役环境重大装备结构强度与寿命全国重点实验室,西安,710049复杂服役环境重大装备结构强度与寿命全国重点实验室,西安,710049||陕西省无损检测与结构完整性评价工程技术研究中心,西安,710049||西安交通大学航天航空学院,西安,710049

矿业与冶金

电磁无损检测脉冲调制涡流检测涂层系统涂层减薄缺陷检出概率

electromagnetic nondestructive testingpulse-modulation eddy current testingcoating systemthinning defectprobability of detection

《中国机械工程》 2026 (7)

1541-1547,7

国家自然科学基金(52177007,52311540018)科技部磁约束核聚变能发展研究专项(2019YFE03130003)

10.3969/j.issn.1004-132X.2026.07.001

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