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基于 Mamdani 型模糊耦合差动和绝对探头的新型涡流检测误差补偿技术。

A Novel Eddy Current Testing Error Compensation Technique Based on Mamdani-Type Fuzzy Coupled Differential and Absolute Probes.

机构信息

Faculty of Electronic and Information Engineering, Huaiyin Institute of Technology, Huaian 223003, China.

Faculty of Electrical and Automation Engineering Technology, TATI University College, Kemaman District 24100, Malaysia.

出版信息

Sensors (Basel). 2018 Jun 30;18(7):2108. doi: 10.3390/s18072108.

Abstract

Eddy current testing (ECT) is an accurate, widely used and well-understood inspection technique, particularly in the aircraft and nuclear industries. The coating thickness or lift-off will influence the measurement of defect depth on pipes or plates. It will be an uncertain decision condition whether the defects on a workpiece are cracks or scratches. This problem can lead to the occurrence of pipe leakages, besides causing the degradation of a company’s productivity and most importantly risking the safety of workers. In this paper, a novel eddy current testing error compensation technique based on Mamdani-type fuzzy coupled differential and absolute probes was proposed. The general descriptions of the proposed ECT technique include details of the system design, intelligent fuzzy logic design and Simulink block development design. The detailed description of the proposed probe selection, design and instrumentation of the error compensation of eddy current testing (ECECT) along with the absolute probe and differential probe relevant to the present research work are presented. The ECECT simulation and hardware design are proposed, using the fuzzy logic technique for the development of the new methodology. The depths of the defect coefficients of the probe’s lift-off caused by the coating thickness were measured by using a designed setup. In this result, the ECECT gives an optimum correction for the lift-off, in which the reduction of error is only within 0.1% of its all-out value. Finally, the ECECT is used to measure lift-off in a range of approximately 1 mm to 5 mm, and the performance of the proposed method in non-linear cracks is assessed.

摘要

电涡流检测(ECT)是一种精确、广泛应用且被充分理解的检测技术,特别是在航空和核工业领域。涂层厚度或提离会影响对管道或板材上缺陷深度的测量。对于工件上的缺陷是裂缝还是划痕,这将是一个不确定的决策条件。除了导致公司生产力下降之外,这个问题还可能导致管道泄漏,更重要的是,危及工人的安全。在本文中,提出了一种基于 Mamdani 型模糊耦合差动和绝对探头的新型电涡流检测误差补偿技术。所提出的 ECT 技术的一般描述包括系统设计、智能模糊逻辑设计和 Simulink 模块开发设计的细节。详细描述了提出的探头选择、设计和仪器仪表,以及与本研究工作相关的绝对探头和差动探头的电涡流检测误差补偿(ECECT)。提出了 ECECT 的模拟和硬件设计,使用模糊逻辑技术开发新方法。使用设计的装置测量探头提离引起的涂层厚度的缺陷系数深度。在这个结果中,ECECT 对提离进行了最佳的修正,误差的减少仅在其全部值的 0.1%以内。最后,ECECT 用于测量大约 1 毫米到 5 毫米的提离范围,并评估所提出的方法在非线性裂缝中的性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/177d/6069083/3ff1132a1889/sensors-18-02108-g001.jpg

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