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Monitoring damage evolution of SiCf/PyC/SiC mini-composites using electrical resistivity: Crack opening distance and interphase retention rate based electromechanical modeling 利用电阻率监测 SiCf/PyC/SiC 微型复合材料的损伤演变:基于裂缝张开距离和相间滞留率的机电建模
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-08-05 DOI: 10.1016/j.ndteint.2024.103208
Guoqiang Yu , Beichen Xue , Jiaming Li , Wenbing Ma , Zheng Ni , Yuanhui He , Chuyang Xie , Jinkang Du , Xiguang Gao , Yingdong Song

Electrical resistance is closely related to the damage of ceramic matrix composites (CMC) such as matrix crack, crack opening distance (COD), and interphase retention rate, giving it the potential to become a new non-destructive testing (NDT) technique. An electro-mechanical experiment method was designed for the tensile test of ceramic matrix mini-composites (CMMC). An optical in-situ tensile test was performed to obtain the pattern of matrix crack propagation. The result confirms that matrix crack saturation may not occur before the material fractures. An electromechanical model considering the COD was established to identify the damage situations. A new method for preparing ceramic matrix micro-composites composed of a single fiber and a single-layer pyrolytic carbon (PyC) interphase was realized. The accurate in-situ resistivity of the PyC was measured based on the micro-composites.

电阻与陶瓷基复合材料(CMC)的损伤(如基体裂纹、裂纹开裂距离(COD)和相间滞留率)密切相关,因此有可能成为一种新的无损检测(NDT)技术。为陶瓷基微型复合材料(CMMC)的拉伸测试设计了一种电子机械实验方法。通过光学原位拉伸试验获得了基体裂纹的扩展模式。结果证实,基体裂纹饱和可能不会在材料断裂前发生。建立了一个考虑 COD 的机电模型,以确定损坏情况。实现了一种制备由单根纤维和单层热解碳(PyC)间相组成的陶瓷基体微复合材料的新方法。在微复合材料的基础上精确测量了 PyC 的原位电阻率。
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引用次数: 0
Off-the-shelf UHF RFID-based sensors for corrosion characterization of coated steel 基于 UHF RFID 的现成传感器用于涂层钢的腐蚀鉴定
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-08-05 DOI: 10.1016/j.ndteint.2024.103210
Peilin Hui , Adi Mahmud Jaya Marindra , Chunlei Yang , Mark Robinson , Gui Yun Tian

The application of the UHF RFID technique in non-destructive testing (NDT) and structural health monitoring (SHM) has gained increasing attention due to its wireless, battery-less, and cost-effective attributes. It offers a promising approach for SHM and the Internet of Things (IoTs). This paper reports commercial off-the-shelf (COTS) flexible UHF RFID tag-based sensors for corrosion characterization on coated mild steel. Two types of COTS flexible UHF RFID tags with different bends are fabricated as sensors. The received signal strength indicator (RSSI) measurement is implemented to characterize the corrosion. Three parts (T-match area, dipole arms, and dipole loadings) of the two tags are tested for sensing purposes, and comparison and discussion of sensitivity, read range, and results are provided. This study successfully validates the feasibility of the proposed tag-bent method for corrosion characterization undercoating. It can be concluded that the dipole arm part of the applied COTS tags is the most sensitive area.

超高频射频识别(UHF RFID)技术具有无线、无需电池和成本效益高的特点,因此在无损检测(NDT)和结构健康监测(SHM)中的应用日益受到关注。它为 SHM 和物联网 (IoT) 提供了一种前景广阔的方法。本文介绍了基于商用现货(COTS)柔性超高频 RFID 标签的传感器,用于涂层低碳钢的腐蚀表征。我们制作了两种具有不同弯曲度的 COTS 柔性 UHF RFID 标签作为传感器。采用接收信号强度指示器(RSSI)测量来表征腐蚀情况。对两种标签的三个部分(T 型匹配区、偶极子臂和偶极子负载)进行了传感测试,并对灵敏度、读取范围和结果进行了比较和讨论。这项研究成功验证了拟议的标签弯曲法在涂层下腐蚀表征中的可行性。可以得出结论,应用的 COTS 标签的偶极臂部分是最敏感的区域。
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引用次数: 0
Structural damage detection of switch rails using deep learning 利用深度学习检测开关钢轨的结构损伤
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-08-02 DOI: 10.1016/j.ndteint.2024.103205
Weixu Liu , Shuguo Wang , Zhaozheng Yin , Zhifeng Tang

Switch rails are weak but essential components in a high-speed rail track system, which have an urgent non-destructive testing requirement due to aging and associated fatigue damage accumulation. They are settled under sophisticated operation environments, which causes them to have unpredictable damages, such as abrasion, exfoliation, and cracks. Our goal is to propose a reliable system to detect structural damages of switch rails. Using ultrasonic guided waves to examine the health status of switch rails makes it possible to continuously evaluate the health status of switch rails when they are in use. Conventional damage detection methods with ultrasonic guided waves such as baseline signal subtraction, independent component analysis-based methods cannot always make reliable detection results. These methods are either lack of powerful abilities to capture the characteristics of damaged signals or time-consuming to be operated in real damage detection tasks. In this paper, a convolutional neural network-based system is proposed to solve both of the above challenges simultaneously. The proposed model employs multiple convolutional layers to extract deep features of ultrasonic guided wave signals. These features are then fed into a classifier to predict whether they are damaged signals or not. To evaluate the proposed model performance, we collected ultrasonic guided wave signals from two different switch rails. The proposed model achieved more than 91% testing accuracy and outperformed other relevant methods. It also demonstrated the proposed model had strong generalization abilities to make it capable in practical switch rail structural damage detection tasks.

道岔钢轨是高速铁路轨道系统中薄弱但重要的部件,由于老化和相关的疲劳损伤累积,对其无损检测的要求十分迫切。它们在复杂的运行环境下安放,因此会出现不可预测的损坏,如磨损、剥落和裂纹。我们的目标是提出一种可靠的系统来检测道岔导轨的结构损伤。利用超声波导波检测开关导轨的健康状况,可以在开关导轨使用时对其健康状况进行连续评估。传统的超声波损伤检测方法,如基线信号减法、基于独立分量分析的方法,并不能总是得出可靠的检测结果。这些方法要么缺乏捕捉损伤信号特征的强大能力,要么在实际损伤检测任务中操作耗时。本文提出了一种基于卷积神经网络的系统,以同时解决上述两个难题。所提出的模型采用多个卷积层来提取超声导波信号的深层特征。然后将这些特征输入分类器,以预测它们是否为损坏信号。为了评估所提出模型的性能,我们收集了来自两个不同开关导轨的超声波信号。所提模型的测试准确率超过 91%,优于其他相关方法。这也证明了所提出的模型具有很强的泛化能力,能够胜任实际的开关轨结构损伤检测任务。
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引用次数: 0
Detection of indentation damage in carbon fiber/epoxy composites via EIT during the application of bending loads 在施加弯曲荷载时通过 EIT 检测碳纤维/环氧树脂复合材料中的压痕损伤
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-08-02 DOI: 10.1016/j.ndteint.2024.103206
Tyler N. Tallman , Laura Homa , Tyler Lesthaeghe , Norman Schehl , Mark Flores , John Wertz

Electrical impedance tomography (EIT) is a method of spatially mapping the conductivity distribution of a domain and has been studied as a potential embedded sensing or nondestructive evaluation (NDE) tool. An often touted advantage of EIT is that it can be used in-situ; that is, because the method only requires the application of unobtrusive electrodes, it can conceivably be used while the component or structure is in operation. This material-as-the-sensor philosophy strongly aligns with key components of the NDE 4.0 vision such as the realization of intelligent cyber–physical systems (CPS) and digital twins. To date, however, the claim of in-situ sensing via EIT has not been significantly substantiated. This is problematic because operational loads induce strains that often change the conductivity of the material. Establishing that EIT can detect damage-induced conductivity changes through the presence of unrelated strain-induced conductivity changes is therefore important. To that end, we herein study the application of EIT for detecting indentation damage in a carbon fiber/epoxy composite as the composite is loaded in a four-point bend. It was found that the bending load changes the contact impedance of the electrodes, which resulted in poor EIT images when solving the EIT inverse problem with the 2-norm on the error term. Using the 1-norm on the error term, solved via the primal–dual interior point method (PDIPM), significantly improved image quality. Image quality was even further improved through the use of a mixed prior for regularization, and EIT images were compared to thermography with good agreement. These results show that EIT can indeed detect damage through the presence of an applied load, but care must be taken to account for factors such as outlier data arising from electrode degradation and changing contact impedance. Use of the 1-norm on the error term is therefore highly recommended for in-situ imaging via EIT.

电阻抗层析成像(EIT)是一种绘制域电导率分布空间图的方法,已被研究为一种潜在的嵌入式传感或无损评价(NDE)工具。EIT 经常被吹捧的一个优点是它可以在原位使用;也就是说,由于这种方法只需要使用不显眼的电极,因此可以想象它可以在部件或结构运行时使用。这种 "材料即传感器 "的理念与无损检测 4.0 愿景的关键要素(如实现智能网络物理系统 (CPS) 和数字孪生)高度一致。然而,迄今为止,通过 EIT 进行原位传感的说法尚未得到充分证实。这是个问题,因为运行载荷引起的应变往往会改变材料的导电性。因此,确定 EIT 能够通过存在不相关的应变引起的电导率变化来检测损坏引起的电导率变化非常重要。为此,我们在此研究了如何应用 EIT 检测碳纤维/环氧树脂复合材料在四点弯曲加载时的压痕损伤。研究发现,弯曲负载会改变电极的接触阻抗,这导致在使用误差项 ℓ2 规范求解 EIT 反问题时,EIT 图像效果不佳。在误差项上使用 ℓ1 准则,并通过基元-双内点法(PDIPM)求解,可显著改善图像质量。通过使用混合先验正则化,图像质量得到了进一步提高。这些结果表明,EIT 的确可以通过外加载荷检测损伤,但必须注意电极退化和接触阻抗变化引起的离群数据等因素。因此,强烈建议在通过 EIT 进行原位成像时使用误差项 ℓ1 准则。
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引用次数: 0
Weighted squared envelope dispersion entropy as nonlinear measure for dynamic health monitoring of rotating machineries 加权平方包络分散熵作为旋转机械动态健康监测的非线性测量方法
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-31 DOI: 10.1016/j.ndteint.2024.103207
Khandaker Noman , Shun Wang , Ke Feng , Yongbo Li , Wang Xinyue

In the context of nondestructive testing and evaluation, dispersion entropy (DisE) stands out as a promising dynamic nonlinear health monitoring measure for rotating machineries. However, in high-noise scenarios, transient impulses linked to rotating machinery faults often get submerged under the noise component present in the collected vibration signal. As a result, DisE not only fails to detect the presence of a fault at the earliest stage of inception but also performs poorly in tracking the progression of the incepted fault. Aiming at overcoming the limitations of DisE in dynamic health monitoring of rotating machineries, in this paper, impulses corresponding to a fault is extracted by suppressing the unnecessary noise component by weighting the squared envelope of the collected vibration signal. Due to the application of weighted squared envelope in calculating the DisE, the proposed measure is termed as weighted squared envelope dispersion entropy (WSEDisE). Effectiveness of WSEDisE in dynamic health monitoring of rotating machineries is verified by two different experimental run to failure data collected from rolling element bearings and spur gears. Experimental results show that WSEDisE not only overcomes the weaknesses of original DisE but also demonstrates better performance than conventional entropy-based methods such as permutation entropy (PE) and advanced DisE based method namely multiscale DisE (MDisE).

在无损检测和评估方面,分散熵(DisE)是一种很有前途的旋转机械动态非线性健康监测方法。然而,在高噪声环境下,与旋转机械故障相关的瞬态脉冲往往会被采集到的振动信号中的噪声成分所淹没。因此,DisE 不仅无法在故障发生的最初阶段检测到故障的存在,而且在跟踪故障的进展方面也表现不佳。为了克服 DisE 在旋转机械动态健康监测中的局限性,本文通过对采集到的振动信号的平方包络进行加权处理,抑制不必要的噪声成分,从而提取与故障相对应的脉冲信号。由于在计算 DisE 时应用了加权平方包络,因此所提出的测量方法被称为加权平方包络分散熵(WSEDisE)。WSEDisE 在旋转机械动态健康监测中的有效性通过从滚动轴承和直齿轮收集的故障数据进行的两次不同的实验运行来验证。实验结果表明,WSEDisE 不仅克服了原始 DisE 的弱点,而且比传统的基于熵的方法(如置换熵 (PE))和先进的基于 DisE 的方法(即多尺度 DisE (MDisE))具有更好的性能。
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引用次数: 0
Reciprocity in laser ultrasound revisited: Is wavefield characterization by scanning laser excitation strictly reciprocal to that by scanning laser detection? 再论激光超声的互易性:扫描激光激发的波场特征描述与扫描激光探测的波场特征描述严格对等吗?
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-30 DOI: 10.1016/j.ndteint.2024.103204
Bernd Köhler , Yuui Amano , Frank Schubert , Kazuyuki Nakahata

The often-assumed measurement reciprocity between scanning laser detection and scanning laser excitation is disproved by a simple experiment. Nevertheless, a deeper study based on the reciprocity relation reveals correct reciprocal measurement set-ups for both the probe-excitation/laser-detection and the laser-excitation/probe-detection case. Similarly, the all-laser measurement, that is thermoelastic laser excitation with laser vibrometer detection, is not in general reciprocal with respect to the exchange of excitation and detection positions. Again, a substitute for the laser doppler vibrometer out-of-plane displacement measurement was found which ensures measurement reciprocity together with laser excitation. The apparent confusion in literature about strict validity/non-validity of measurement reciprocity is mitigated by classifying the measurement situations systematically.

扫描激光探测和扫描激光激发之间通常假定的测量互易关系被一个简单的实验所推翻。然而,基于互易关系的深入研究表明,探针激发/激光探测和激光激发/探针探测的互易测量设置都是正确的。同样,全激光测量,即热弹性激光激发和激光测振仪检测,在激发和检测位置交换方面一般不是互易的。同样,我们找到了激光多普勒测振仪平面外位移测量的替代方法,它能确保激光激励与测量的互易性。通过对测量情况进行系统分类,可以缓解文献中关于测量互易性严格有效性/非有效性的明显混淆。
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引用次数: 0
Efficient defect reconstruction from temporal non-uniform pulsed thermography data using the virtual wave concept 利用虚拟波概念从时间非均匀脉冲热成像数据中高效重建缺陷
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-30 DOI: 10.1016/j.ndteint.2024.103200
L. Gahleitner , G. Mayr , G. Mayr , P. Burgholzer , U. Cakmak

In this study, we present an extension of the virtual wave concept to enable photothermal reconstruction from temporal non-uniform pulsed thermography data. Therefore, we introduce a generalized discrete transformation kernel, which allows to account for arbitrary temporal sampling strategies. First, we show the evidence of the proposed strategy for analytical temperature signals. Moreover, we demonstrate the advantages of the strategy for simulated temperature signals, obtained from an orthotropic sample with defect interfaces at various depth positions. For experimental verification, we apply pulsed thermography in the pulse-echo configuration for a carbon fiber-reinforced polymer sample with different embedded defects. It can be shown that efficient time sampling in the virtual wave concept allows a significant reduction in the number of data points compared to uniform sampling, without compromising the quality of the reconstruction results.

在这项研究中,我们对虚拟波概念进行了扩展,以便能够从时间非均匀脉冲热成像数据中进行光热重建。因此,我们引入了一个广义离散变换核,它允许考虑任意的时间采样策略。首先,我们展示了所提出的分析温度信号策略的证据。此外,我们还展示了该策略在模拟温度信号方面的优势,模拟温度信号是从正交各向同性样品中获得的,缺陷界面位于不同深度位置。为了进行实验验证,我们对具有不同嵌入缺陷的碳纤维增强聚合物样品采用脉冲回波配置的脉冲热成像技术。结果表明,与均匀采样相比,虚拟波概念中的高效时间采样可以显著减少数据点的数量,而不会影响重建结果的质量。
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引用次数: 0
Measurement of through-thickness electrical properties of carbon fiber reinforced thermoplastics using transmission method based on electromagnetic induction testing 利用基于电磁感应测试的传输方法测量碳纤维增强热塑性塑料的厚度电特性
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-25 DOI: 10.1016/j.ndteint.2024.103202
Wataru Matsunaga , Satoshi Imai , Yoshihiro Mizutani, Akira Todoroki

In this study, we proposed an electromagnetic induction testing method for measuring the electrical properties of carbon fiber reinforced thermoplastics (CFRTPs) along the through-thickness direction. The effectiveness of the transmission method, wherein the coil is placed opposite to the object to be measured, was demonstrated through finite element analysis and experimental measurements. The simulation results indicated that the output voltage of an interlaminar non-electrically conductive specimen exceeded that of an interlaminar conductive specimen due to the electromagnetic shielding effect. In the experiments, the impedance along the through-thickness direction depended on the lamination configuration and the presence of the PA-6 layer. Our findings indicate that the proposed method can be used to measure the changes in the electrical properties of CFRTP along the through-thickness direction.

在这项研究中,我们提出了一种电磁感应测试方法,用于测量碳纤维增强热塑性塑料(CFRTPs)沿厚度方向的电气特性。通过有限元分析和实验测量,证明了线圈与待测物体相对放置的传输方法的有效性。模拟结果表明,由于电磁屏蔽效应,层间非导电试样的输出电压超过了层间导电试样的输出电压。在实验中,沿厚度方向的阻抗取决于层叠结构和 PA-6 层的存在。我们的研究结果表明,所提出的方法可用于测量 CFRTP 沿厚度方向的电特性变化。
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引用次数: 0
The volumetric ultrasound imaging strategy for quantification of the defects in concrete based on the optimized cumulative kurtosis method 基于优化累积峰度法的混凝土缺陷量化体积超声成像策略
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-25 DOI: 10.1016/j.ndteint.2024.103203
Lu Zhang , Shangda Jia , Chong Qiao , Yongze Tang , Hongyu Li , Tonghao Zhang

Currently, ultrasonic tomography is widely used for quantifying the status of damage/flaw in various materials including metal, concrete, and composite. It is capable of visualizing the internal damage or flaws by reconstructing the velocity of ultrasound. For most cases, the conventional ultrasonic tomography is adapted for slice-based investigations. Though 3D image can be generated by slice-based method, the involvement of multi-scan interpolation caused high computational cost and unexpected errors. Moreover, for 3D imaging, two essential factors are dominant: (i) reconstructing the velocity; and (ii) scheme of forming up the 3D image. To this end, this study proposed to develop a novel volumetric ultrasound imaging strategy with high accuracy. To obtain more accurate Time-of-Flight (TOF) for ultrasonic velocity, an improved method based on cumulative kurtosis is proposed. With the proposed method, the adverse influence of internal complexity within samples on ultrasound was reduced. The proposed novel volumetric ultrasound imaging strategy was verified numerically and experimentally. Finally, the performance of the proposed method has been evaluated by the comparison of three-dimensional imaging results with different inclusion. Additionally, the parametric study was conducted using path average velocity, voxel velocity, and image accuracy. The results show a positive correlation between the number of voxels and imaging accuracy. However, as the number of voxels increases, the errors introduced by the Simultaneous Algebraic Reconstruction Technique (SART) increase. The influential factors on the imaging accuracy were discussed, such as inclusion eccentricity, the relationship among the reduced volume imaging quantity, and accuracy in voxel inversion result. For further application, the recommendations were also provided.

目前,超声波断层扫描被广泛用于量化各种材料(包括金属、混凝土和复合材料)的损伤/缺陷状况。它能够通过重建超声波的速度来观察内部损伤或缺陷。在大多数情况下,传统的超声断层扫描适用于基于切片的调查。虽然基于切片的方法可以生成三维图像,但由于涉及多扫描插值,导致计算成本高和意外误差。此外,三维成像有两个关键因素:(i) 重建速度;(ii) 形成三维图像的方案。为此,本研究提出了一种新型高精度容积超声成像策略。为了获得更精确的超声波速度飞行时间(TOF),提出了一种基于累积峰度的改进方法。利用所提出的方法,减少了样本内部复杂性对超声波的不利影响。通过数值和实验验证了所提出的新型容积超声成像策略。最后,通过比较不同样本的三维成像结果,评估了所提方法的性能。此外,还利用路径平均速度、体素速度和图像精度进行了参数研究。结果显示,体素数量与成像精度之间存在正相关。然而,随着体素数量的增加,同步代数重建技术(SART)带来的误差也随之增加。讨论了影响成像准确性的因素,如纳入偏心率、缩小体积成像量之间的关系以及体素反演结果的准确性。此外,还提出了进一步应用的建议。
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引用次数: 0
Edge blurring suppression of ultrasonic reflection coefficients in contact state measurement 在接触状态测量中抑制超声波反射系数的边缘模糊
IF 4.1 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-22 DOI: 10.1016/j.ndteint.2024.103201
Xingyuan Wang , Chonglin Xu , Fulai Yang

Ultrasonic reflection coefficient is the key to contact state evaluation of mechanical devices. Edge blurring can lead to contact state (such as stress concentrations) measurement errors. This reduces the reliability of performance evaluations and introduces potential security risks. In this study, an edge blurring suppression method based on matching pursuit algorithm was proposed. Firstly, the interference signal prediction model is built based on the Nakagami model. Then, a blurred signal separation algorithm based on matching pursuit is proposed to obtain the effective signal. Finally, the reflection coefficient with and without edge blurring effect were obtained. The simulation results show that the maximum relative error of the reflection coefficient is reduced from 219 % to 15 %. The effectiveness of the proposed method is also verified by experiments. The experimental results show that the relative error of the reflection coefficient after edge blurring suppression is reduced from 64 % to 16 %. This indicates that the proposed method can effectively suppress edge blurring, which provides an effective method for edge blurring suppression in various application fields of ultrasonic measurement and improve the reliability of product quality evaluation.

超声波反射系数是评估机械设备接触状态的关键。边缘模糊会导致接触状态(如应力集中)测量误差。这会降低性能评估的可靠性,并带来潜在的安全风险。本研究提出了一种基于匹配追求算法的边缘模糊抑制方法。首先,基于中神模型建立干扰信号预测模型。然后,提出一种基于匹配追寻的模糊信号分离算法,以获得有效信号。最后,得到了有边缘模糊效应和无边缘模糊效应的反射系数。仿真结果表明,反射系数的最大相对误差从 219% 降至 15%。实验也验证了所提方法的有效性。实验结果表明,抑制边缘模糊后,反射系数的相对误差从 64% 减小到 16%。这表明所提出的方法能有效抑制边缘模糊,为超声波测量的各种应用领域提供了一种有效的边缘模糊抑制方法,提高了产品质量评价的可靠性。
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引用次数: 0
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