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Automatic Welding Defect Detection of X-ray Images by Using Adaptively Regularized Kernel Fuzzy Technique Integrated with Edge-Based Level Set Function 结合边缘水平集函数的自适应正则化核模糊技术在x射线图像焊接缺陷自动检测中的应用
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602162
Nabil Chetih, Tawfik Thelaidjia, Naim Ramou, Yamina Boutiche, Mohammed Khorchef

Industrial images comprise complex configurations and their accurate segmentation is crucial for facilitating the delineation, characterization, and extraction of the region of interest. The edge-based level set (ELS) approach is one of the most often used in this field, but its main problem is the sensitivity to the initial position contour. In this work, we propose a hybrid image segmentation model using adaptively regularized kernel fuzzy technique (ARKF) integrated with edge-based level set function to solve this problem and enable welding defect detection. More specifically, our ARKF-ELS model comprises three key stages. The first stage applies the kernel fuzzy technique to isolate the cluster containing welding defects (regions of interest (ROIs)) from input image. In the second stage, this cluster is used to initialize the ELS method. In the third stage, the ARKF-ELS model is adopted to extract the weld defects. Experimental results on X-ray images demonstrate that the ARKF-ELS model can effectively extract regions of interest (ROIs) and confirm its efficiency in welding defects segmentation.

工业图像包含复杂的结构,它们的准确分割对于促进感兴趣区域的描绘,表征和提取至关重要。基于边缘的水平集(ELS)方法是该领域中最常用的方法之一,但其主要问题是对初始位置轮廓的敏感性。本文提出了一种基于自适应正则化核模糊技术(ARKF)和基于边缘的水平集函数相结合的混合图像分割模型来解决这一问题,实现焊接缺陷检测。更具体地说,我们的ARKF-ELS模型包括三个关键阶段。第一阶段采用核模糊技术从输入图像中分离出包含焊接缺陷的聚类(感兴趣区域);在第二阶段,这个集群用于初始化ELS方法。第三阶段,采用ARKF-ELS模型提取焊缝缺陷。x射线图像实验结果表明,ARKF-ELS模型能够有效提取感兴趣区域(roi),验证了该模型在焊接缺陷分割中的有效性。
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引用次数: 0
Comparison of Methods for Modifying the Emission Spectrum of a Pulsed X-ray Source to Determine the Most Effective Dual-Energy Image Processing 修改脉冲x射线源发射光谱的方法比较,以确定最有效的双能图像处理
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602459
A. A. Komarskiy, S. R. Korzhenevskiy, A. V. Ponomarev, A. S. Chepusov, V. V. Krinitzin, O. D. Krasniy

One of the promising methods of nondestructive testing for detecting substances that are similar in chemical composition and density is dual-energy X-ray image processing. In particular, dual-energy transformation algorithms can be applied to search for minerals hidden in waste rock. The method is most effective when the conditions for capturing X-ray images and energy levels are chosen correctly. This study compares the effectiveness of image processing using the dual-energy method in three cases of spectrum composition modification: first, by adjusting the voltage on the X-ray tube; second, by attenuating low-energy radiation using a copper filter; and third, by combining these methods. Fragments of beryl embedded in crushed muscovite were used as detection samples. A pulsed X-ray source that generates nanosecond-duration radiation pulses was used in this study. An original high-voltage generator circuit was implemented for the method of controlling radiation energy by varying the peak voltage on the X-ray tube. The use of such X-ray sources allows for obtaining high-resolution X-ray images of moving objects.

双能x射线图像处理是一种很有前途的无损检测方法,用于检测化学成分和密度相似的物质。特别是,双能量转换算法可以用于搜索隐藏在废石中的矿物。当捕获x射线图像的条件和能级选择正确时,该方法是最有效的。本研究比较了双能法在三种光谱成分修改情况下的图像处理效果:第一种是通过调整x射线管上的电压;第二,利用铜滤波器衰减低能辐射;第三,结合这些方法。以白云母破碎包埋的绿柱石碎片为检测样品。在这项研究中使用了一种脉冲x射线源,产生纳秒持续时间的辐射脉冲。为实现通过改变x射线管上的峰值电压来控制辐射能量的方法,设计了一种新颖的高压发生器电路。使用这种x射线源可以获得运动物体的高分辨率x射线图像。
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引用次数: 0
Research on Correction Method for Fan-Shaped Beam Digital Radiography Imaging with Linear Array Detectors 线阵探测器扇形束数字射线成像校正方法研究
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602423
Kai Zhao, Zhedong Ge, Guozheng Liu, Yisheng Gao, Zhongcong Gao, Yalu Ni

Imaging with linear array detectors based on fan-shaped X-ray beams can lead to abnormal data and image distortion due to the splicing of detector head (DH) boards. To solve the problems, in this paper a correction method is proposed for digital radiography (DR) imaging with linear array detectors based on fan-shaped X-ray beams. Firstly, the dynamic scaling method is employed to eliminate numerical bias of the linear regression fitting, thereby correcting the abnormal projection data. This method effectively reduces vertical bright line interference in imaging results and improves the quality of DR images. Secondly, to address the issue of position diffusion in DR images, the arcdegree adaptive compression (ADAC) algorithm is used to determine the optimal imaging area, adaptively correct the position relationship between the detection array and the DR image pixels, and reconstruct images proportionate to the size of the object under test. The experimental results indicate that the method proposed in this paper can effectively remove the abnormal values caused by DH boards splicing and generate DR images consistent with the original object scale, providing an effective data correction and image reconstruction method for imaging with linear array detectors based on fan-shaped X-ray beams.

基于扇形x射线光束的线性阵列探测器成像,由于探测器头(DH)板的拼接,会导致数据异常和图像失真。为了解决这一问题,本文提出了一种基于扇形x射线束的线阵探测器数字射线成像校正方法。首先,采用动态标度法消除线性回归拟合的数值偏差,从而修正异常投影数据;该方法有效地降低了成像结果中的垂直明线干扰,提高了DR图像的质量。其次,针对DR图像中的位置扩散问题,采用弧度自适应压缩(ADAC)算法确定最佳成像区域,自适应校正检测阵列与DR图像像素之间的位置关系,并根据被测物体的大小按比例重建图像;实验结果表明,本文提出的方法可以有效去除DH板拼接引起的异常值,生成与原目标尺度一致的DR图像,为基于扇形x射线光束的线阵探测器成像提供了一种有效的数据校正和图像重建方法。
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引用次数: 0
Explore the Influence of CFRP Surface Woven Fabric on Nonlinear Acoustic Detection 探讨CFRP表面织物对非线性声学检测的影响
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602216
Jiawei Yu, Wei Liang, Liang Chen, Xudong Tu, Mingzhi Wei

While woven fabric is integral to carbon fiber reinforced polymer (CFRP) plates manufacturing, there has been a notable absence of research focused on the nonlinear detection of CFRP woven fabric. This article employs nonlinear acoustic methods to assess the response of CFRP plates, including unwoven, twill weave, and plain weave structures, to surface microcrack damage. A set of air-coupled nonlinear ultrasonic automatic detection systems was designed to acquire the amplitudes of the fundamental frequency and the second harmonic in the received signal, enabling the calculation of relative nonlinear parameters. Furthermore, the nonlinear cumulative effect was verified by varying the propagation distance. The experimental results highlight the significant influence of woven fabric on the outcomes of nonlinear acoustic testing. Specifically, the nonlinear response of unwoven CFRP to microcracks is the most pronounced, followed by twill weave CFRP plates. Notably, plain weave CFRP can significantly hinder the effectiveness of nonlinear acoustic detection. In cases where CFRP plates are loaded with such woven fabric, there is a potential for lower relative nonlinear parameters when damaged compared to their healthy state.

机织织物是碳纤维增强聚合物(CFRP)板材制造中不可或缺的组成部分,但对CFRP机织织物非线性检测的研究却十分缺乏。本文采用非线性声学方法评估CFRP板(包括无纺布、斜纹和平纹编织结构)对表面微裂纹损伤的响应。设计了一套空气耦合非线性超声自动检测系统,采集接收信号中的基频幅值和二次谐波幅值,计算相关非线性参数。此外,通过改变传播距离验证了非线性累积效应。实验结果表明,机织物对非线性声学测试结果有显著影响。其中,非织造碳纤维布对微裂纹的非线性响应最为明显,其次是斜纹编织碳纤维布。值得注意的是,平纹CFRP会显著阻碍非线性声学检测的有效性。在CFRP板加载这种机织织物的情况下,与健康状态相比,受损时相对非线性参数可能更低。
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引用次数: 0
Linear Structured Light System with Optimized Laser Stripe Extraction for Measurement of Large-Sized Workpieces 用于大尺寸工件测量的优化激光条纹提取线性结构光系统
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924601430
Shanshan Zhang, Jiaye Chen, G. T. Vesala, Fei Wang, Dongyang An, V. S. Ghali, Xianglin Meng, Fangxu Dong, Honghao Yue, Junyan Liu

At present, the commonly used three-dimensional shape measurement technology of large-sized workpieces has the problems of poor robustness, low measurement efficiency and high cost. In order to solve the above problems, we propose a new measurement method which combines linear structured light and stereoscopic tracking. This paper mainly describes the linear structured light measurement system. A secondary extraction algorithm is designed based on the normal direction according to the commonly used laser stripe center line extraction algorithm. The algorithm improves the Gaussian curve fitting method. By combining the fine state refinement method, Hessian matrix method, Gaussian curve fitting and light plane calibration, the fast extraction of the center line of the laser stripe is completed, and the mapping relationship between the two-dimensional coordinates of the points on the laser center line and the three-dimensional coordinates in the camera coordinate system is obtained. We conducted feasibility experiments, and the preliminary experimental results indicate that this approach is valid, with measurement errors controlled within 0.44%.

目前常用的大尺寸工件三维形状测量技术存在鲁棒性差、测量效率低、成本高等问题。为了解决上述问题,我们提出了一种将线性结构光与立体跟踪相结合的测量方法。本文主要介绍了线性结构光测量系统。根据常用的激光条纹中心线提取算法,设计了一种基于法线方向的二次提取算法。该算法对高斯曲线拟合方法进行了改进。结合精细状态细化法、Hessian矩阵法、高斯曲线拟合和光平面标定等方法,完成了激光条纹中心线的快速提取,得到了激光中心线上点的二维坐标与相机坐标系中三维坐标的映射关系。我们进行了可行性实验,初步实验结果表明该方法是有效的,测量误差控制在0.44%以内。
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引用次数: 0
Image Restoration of Reflectors by Digital Focusing of the Aperture in Thick-Walled Pipes of Small Diameter 小直径厚壁管道孔径数字聚焦反射镜图像恢复
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602198
E. G. Bazulin

When performing ultrasonic testing of pipes of various diameters using antenna arrays and matrices, two technologies for imaging reflectors—the total focusing method (TFM) and the digital aperture focusing (DAF)—are widely used. If the pipe diameter is greater than a hundred wavelengths, the DAF can be utilized for reflector imaging, considering multiple reflections from boundaries while assuming that the test object is flat. The errors in forming the DAF image of reflectors will be minimal in this case. However, if the pipe diameter is several tens of wavelengths and the wall thickness is approximately half the pipe diameter, then to obtain a quality DAF image of the reflectors, the geometry of the test object must be taken into account. This paper examines the features of image formation when recording echo signals with an antenna array or matrix while scanning both the outer and inner surfaces of the test object. Numerical and model experiments demonstrate that to achieve high-quality DAF images of reflectors when scanning the outer surface of a thick-walled pipe with a small diameter, both an antenna array and an antenna matrix can be used. This is due to the presence of the physical focusing effect of the ultrasonic field. However, when scanning the inner surface of a thick-walled pipe with a small diameter, echo signals must be recorded using an antenna matrix to reconstruct the image of the reflectors due to the defocusing effect.

在利用天线阵列和矩阵对不同直径的管道进行超声检测时,广泛采用两种成像反射技术——全聚焦法(TFM)和数字孔径聚焦法(DAF)。如果管道直径大于100个波长,则DAF可以用于反射器成像,考虑来自边界的多次反射,同时假设测试对象是平面的。在这种情况下,形成反射镜DAF图像的误差将是最小的。然而,如果管道直径为几十个波长,壁厚约为管道直径的一半,那么为了获得反射器的高质量DAF图像,必须考虑测试对象的几何形状。本文研究了在扫描被测物体的外表面和内表面时,用天线阵列或矩阵记录回波信号时的成像特征。数值和模型实验表明,在扫描小直径厚壁管道外表面时,为了获得高质量的反射镜DAF图像,可以采用天线阵列和天线矩阵两种方法。这是由于超声场的物理聚焦效应的存在。然而,在扫描直径较小的厚壁管道的内表面时,由于散焦效应,必须使用天线矩阵记录回波信号来重建反射器的图像。
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引用次数: 0
Thermal Testing of Corundum Ceramics: Pulsed Heating and Optimized Data Processing Algorithms 刚玉陶瓷的热测试:脉冲加热和优化数据处理算法
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924700761
S. E. Chernykh, V. P. Vavilov, V. N. Kostin, Yu. I. Komolikov, D. Yu. Kladov

A review of defect types in the production of corundum ceramic tiles and conventional methods for testing the integrity of products made from this material has been conducted. The integrity of tiles containing artificial defects was studied using the active thermal testing method with pulsed optical heating. A two-sided thermal testing setup was employed with software processing of the initial thermograms using Parker’s method. It was established that the best results for detecting internal defects in 10 mm thick ceramic tiles during thermal stimulation with xenon lamps are achieved by the two-sided thermal testing method with the construction of thermal diffusivity maps.

综述了刚玉瓷砖生产中的缺陷类型,以及测试刚玉瓷砖产品完整性的常规方法。采用脉冲光加热的主动热测试方法,对含人工缺陷瓷砖的完整性进行了研究。采用双面热测试装置,采用帕克法对初始热图进行软件处理。通过构建热扩散系数图,建立了双面热测试法对10mm厚陶瓷氙灯热刺激过程中内部缺陷的检测效果。
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引用次数: 0
An Analytical Steady State Model of LCC Resonant Converter for X-ray Generator x射线发生器LCC谐振变换器的解析稳态模型
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S1061830924602265
C. Bhuvaneswari

Resonant converters operate by using the natural behavior of certain components to minimize switching losses. These converters have the Soft Switching Characteristics which reduces the stress on the devices and leads to higher efficiency. The family of hybrid resonant converters includes the advantages of series and parallel resonant converters. LCC resonant converter is a type of resonant power converter that leverages a combination of series and parallel resonant elements to achieve soft switching and improved efficiency in high-frequency power supply applications. In this work, LCC resonant converter is simulated in open loop and closed loop with PID controller and fuzzy logic controller. The Converter is studied for operation in different modes and state Space Modeling is done. Transfer Function is obtained for the modeled converter. The converter is also examined for stability with location of poles and zeros in root locus and Bode plot. Entire software analysis is done in MATLAB Simulink.

谐振变换器利用某些元件的自然特性来减小开关损耗。这些变换器具有软开关特性,减少了器件的压力,提高了效率。混合谐振变换器系列综合了串联谐振变换器和并联谐振变换器的优点。LCC谐振变换器是一种谐振功率变换器,它利用串联和并联谐振元件的组合来实现高频电源应用中的软开关和提高效率。本文采用PID控制器和模糊控制器分别对LCC谐振变换器进行开环和闭环仿真。研究了变换器在不同模式下的运行情况,并进行了状态空间建模。得到了模型转换器的传递函数。在根轨迹和波德图上的极点和零点位置也检验了转换器的稳定性。整个软件分析在MATLAB Simulink中完成。
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引用次数: 0
Design and Implementation of a Rotating Magnetic Field Probes for Barkhausen Noise Measurement 巴克豪森噪声测量旋转磁场探头的设计与实现
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-12-12 DOI: 10.1134/S106183092460179X
Nazanin Zahra Hoseizadeh, Habib Badri Ghavifekr

This study presents an optimal probe structure for rapid and reliable measuring of the “Directional Barkhausen noise” (DBN). The dependence of barkhausen noise on a rotating magnetic field is an efficient measure for the evaluation of residual stress, magnetic anisotropy and magnetocrystalline energy. Barkhausen noise has a nonlinear relationship with the intensity of the magnetic field, therefore, to ensure the accuracy of this test, it is necessary to be sure that the intensity of the field remains constant during rotation. In practice, it is not possible to measure magnetic flux inside the material, but it can be estimated by using simulation tools at any point of the sample or the excitation core. Three kinds of probe structures to generate a uniform rotating magnetic field are proposed and analyzed. These probes enable continuous measurements in any direction and provide a more comprehensive characterization of material properties. Subsequently, the related experimental setup was implemented based on the optimal design of the probe that produces a uniform rotating magnetic field.

本研究提出了一种快速可靠测量“定向巴克豪森噪声”(DBN)的最佳探头结构。巴克豪森噪声对旋转磁场的依赖性是评价残余应力、磁各向异性和磁晶能的有效手段。巴克豪森噪声与磁场强度呈非线性关系,因此,为了保证本试验的准确性,必须确保在旋转过程中磁场强度保持恒定。在实践中,不可能测量材料内部的磁通量,但可以通过使用模拟工具在样品或激励磁芯的任何点估计磁通量。提出并分析了三种产生均匀旋转磁场的探针结构。这些探头可以在任何方向上进行连续测量,并提供更全面的材料特性表征。随后,在产生均匀旋转磁场的探针优化设计的基础上,建立了相关的实验装置。
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引用次数: 0
Comparison of Digital Radiography and Computed Tomography as Nondestructive Testing Techniques for the Assessment of Lack of Fusion Defects in Additively Manufactured SS316L Coupon 比较数字射线照相术和计算机断层扫描技术作为无损检测技术用于评估添加式制造的 SS316L 缺口是否存在熔合缺陷
IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-11-18 DOI: 10.1134/S1061830924601946
Remakanthan S, Manu Joseph, Girish N Namboodiri, Anil Kumar V, Rohit Kumar Gupta

Additive manufacturing has been playing a significant role in the manufacturing of components with complex geometries for aerospace applications recently. Comprehensive nondestructive testing techniques (NDT) are vital for the successful quality evaluation of critical components in this domain. Appropriate selection of the NDT scheme is essential for the qualification of such components. Major NDT techniques are designed based on the interaction of electromagnetic radiation and the response of the sound or heat energy transmission or reflection from the test object. The common defects noticed in the components made through additive manufacturing (AM) routes are pores, clusters of porosities, micro-cracks, lack of fusion and layer delamination. Considering the morphology and the complications in the geometry of aerospace components, many conventional NDT techniques are unsuitable for the inspection of AM components. Detection of unfused powder in the AM components by conventional radiography is difficult due to the low radiation attenuation coefficient gradient between the unfused and fused metallic regions. Also, the detection of defects in the radiography technique depends entirely on the beam path. Multiple radiography images with different beam angles and film combinations are essential to get the maximum information on the defects by conventional radiography techniques. In this aspect, computed tomography, a noncontact NDT technique provides a better solution for determining embedded defects such as lack of fusion and layer separation due to presence of unfused powder in the AM components. The present study compares the capability of computed tomography and 2D digital radiography for the identification of lack of fusion defects in stainless steel SS316L specimens fabricated through the Laser powder bed fusion AM route.

最近,快速成型制造技术在航空航天应用中复杂几何形状部件的制造中发挥了重要作用。全面的无损检测技术(NDT)对于成功评估该领域关键部件的质量至关重要。适当选择无损检测方案对于此类部件的质量鉴定至关重要。主要的无损检测技术都是基于电磁辐射的相互作用和测试对象的声能或热能传输或反射的响应而设计的。通过增材制造 (AM) 工艺制造的部件中常见的缺陷包括气孔、气孔群、微裂纹、熔合不足和层脱层。考虑到航空航天部件的形态和几何形状的复杂性,许多传统的无损检测技术都不适合对增材制造部件进行检测。由于未熔合金属区域和熔合金属区域之间的辐射衰减系数梯度较低,因此很难用传统的射线照相术检测 AM 组件中的未熔合粉末。此外,射线照相技术的缺陷检测完全取决于光束路径。要想通过传统射线照相技术获得最大程度的缺陷信息,必须使用不同的光束角度和胶片组合拍摄多张射线照相图像。在这方面,计算机断层扫描这种非接触式无损检测技术为确定嵌入式缺陷提供了更好的解决方案,例如因 AM 组件中存在未熔合粉末而导致的熔合不足和层分离。本研究比较了计算机断层扫描和二维数字射线照相术在识别通过激光粉末床熔融 AM 工艺制造的不锈钢 SS316L 试样中缺乏熔合缺陷方面的能力。
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引用次数: 0
期刊
Russian Journal of Nondestructive Testing
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