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Practical Multi-Mesh Registration for Few-View Poly-Chromatic X-Ray Inspection 用于少视角多色 X 射线检测的实用多网格注册
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-11 DOI: 10.1007/s10921-024-01071-y
Domenico Iuso, Pavel Paramonov, Jan De Beenhouwer, Jan Sijbers

Accurate 3D mesh registration is essential in many industrial applications of X-ray imaging, as it allows quality assessment and inspection of manufactured objects. Conventional methods rely mainly on time-consuming and expensive X-ray computed tomography (X-CT) or ancillary camera systems. Instead, we propose a novel approach for efficient 3D multi-mesh registration in few-view industrial X-ray imaging scenarios. Our approach harnesses the capabilities of CAD-ASTRA, an X-ray mesh projector, compatible with the ASTRA toolbox and popular GPU libraries such as CuPy and PyTorch, for the simulation of X-ray projec tions from a known object surface mesh. As a differentiable program, CAD-ASTRA allows iterative improvement of the objects’ position in space by back-propagation of a differentiable measure of the projection error. The potential of this approach is demonstrated through tests on simultaneous multiple object registration in a poly-chromatic imaging, even in cases where the spectral characteristics of the imaging system are unknown. Results from a diverse set of real experiments highlight the efficacy of mesh registration, achieving successful registrations even when only two projections at a 10(^circ ) angle relative to the scanning system center are available. The mesh projector facilitates resource-efficient registration in industrial applications with few viewpoints, thereby reducing the demand for resources and eliminating the need for X-CT reconstruction.

在许多 X 射线成像的工业应用中,精确的三维网格配准至关重要,因为它可以对制造的物体进行质量评估和检测。传统方法主要依赖于耗时且昂贵的 X 射线计算机断层扫描(X-CT)或辅助摄像系统。相反,我们提出了一种在少视角工业 X 射线成像场景中实现高效 3D 多网格配准的新方法。我们的方法利用了 X 射线网格投影仪 CAD-ASTRA 的功能,它与 ASTRA 工具箱以及 CuPy 和 PyTorch 等流行 GPU 库兼容,可根据已知物体表面网格模拟 X 射线工程。作为一个可微分程序,CAD-ASTRA 允许通过对投影误差的可微分测量进行反向传播来迭代改进物体在空间中的位置。通过对多色谱成像中多个物体同时配准的测试,证明了这种方法的潜力,即使在成像系统光谱特性未知的情况下也是如此。一组不同的实际实验结果凸显了网格配准的功效,即使只有两个相对于扫描系统中心的10(^circ )角的投影也能成功配准。网格投影仪有助于在视点较少的工业应用中实现资源节约型配准,从而减少对资源的需求并消除对 X-CT 重建的需求。
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引用次数: 0
Research on Identification Method of Cable Cross-Sectional Loss Rates Based on Multiple Magnetic Characteristic Indicators 基于多种磁特性指标的电缆截面损耗率识别方法研究
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-11 DOI: 10.1007/s10921-024-01079-4
Li Jiang, Hong Zhang, Runchuan Xia, Jianting Zhou, Shuwen Liu, Yaxi Ding

The identification of cross-sectional loss in cables due to corrosion is crucial for evaluating the remaining strength of bridge cables. To accurately determine the cross-sectional loss rate, this paper derived a three-dimensional magnetic dipole model for spatial cable damage. The study employed an independently designed self-magnetic flux leakage (SMFL) sensor array to detect corrosion on a bundle of 37 parallel steel wires. The analysis investigated the correlation between corrosion degrees and SMFL signal features. The results show that the spatial magnetic field inversion collected by the sensor array device is more accurate. The cable damage location can be pinpointed by observing abrupt changes in the Bx and Bz curves. Additionally, this paper introduces five corrosion characterization features, all correlated with the cable cross-sectional loss rate. However, recognition stability using a single characteristic value is insufficient. The cable cross-sectional loss rate identification method, utilizing a back propagation neural network in conjunction with multiple characteristic indicators, demonstrates robust quantitative and adaptive capabilities. The maximum relative error of this method is 7.6%, offering a new perspective for future cable damage detection.

确定缆索因腐蚀造成的截面损失对于评估桥梁缆索的剩余强度至关重要。为了准确确定截面损耗率,本文推导出了一个用于空间缆索损伤的三维磁偶极子模型。研究采用了独立设计的自磁通泄漏(SMFL)传感器阵列来检测 37 根平行钢丝束上的腐蚀情况。分析研究了腐蚀程度与 SMFL 信号特征之间的相关性。结果表明,传感器阵列装置采集的空间磁场反演更为精确。通过观察 Bx 和 Bz 曲线的突然变化,可以精确定位电缆损坏位置。此外,本文还介绍了五种腐蚀特征,它们都与电缆截面损耗率相关。然而,使用单一特征值来识别稳定性是不够的。电缆截面损耗率识别方法利用反向传播神经网络与多个特征指标相结合,展示了强大的定量和自适应能力。该方法的最大相对误差为 7.6%,为未来的电缆损坏检测提供了新的视角。
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引用次数: 0
Effects of Surface Roughness in Adhesively Bonded CFRP Joints Using NDE 利用无损检测技术分析粘合剂粘接的 CFRP 接头表面粗糙度的影响
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-09 DOI: 10.1007/s10921-024-01081-w
Laxmikant S. Mane, M. R. Bhat

This work presents the details of experimental investigations to study the effects of surface roughness on adhesive joints’ strength and establish a correlation with corresponding Nondestructive Evaluation (NDE) parameters. NDE parameters are the quantifiable properties of specimens that NDE techniques can measure. The roughness at Single Lap Joint (SLJ) interfaces was varied using different emery grades of 36, 50, 60, and 80 CAMI scale. The change in roughness was evaluated through NDE tools viz., X-ray radiography testing (XRT), Acoustic Wave Propagation, and InfraRed Thermography (IRT). While X-ray images do not show any significant variation in intensities with roughness, roughness can be visualized after histogram equalization. The change in image intensities was observed with adherend thickness. The attenuation coefficient of acoustic waves for joints with different grades of roughness evaluated using the standard Hsu-Nielsen pencil source through pitch-and-catch method shows a correlation with the surface roughness. IRT shows the variation in the cooling constant with roughness and thickness of the adherends. This paper also demonstrates the thermal conductivity evaluation of the bonded specimen with IRT and the effect of surface roughness on it. The destructive tests evaluated the shear strength, and the NDE parameters were correlated with the shear strength of the SLJ.

这项工作详细介绍了研究表面粗糙度对粘合剂接头强度影响的实验调查,并建立了与相应无损检测(NDE)参数的相关性。无损检测参数是无损检测技术可测量的试样量化属性。使用 36、50、60 和 80 CAMI 等级的不同金刚砂来改变单搭接 (SLJ) 接口的粗糙度。粗糙度的变化通过无损检测工具进行评估,即 X 射线射线照相测试 (XRT)、声波传播和红外热成像 (IRT)。虽然 X 射线图像的强度不会随粗糙度发生明显变化,但经过直方图均衡化处理后,粗糙度可以直观地显示出来。图像强度随附着物厚度的变化而变化。使用标准 Hsu-Nielsen 笔式声源,通过俯仰捕捉法评估不同粗糙度等级接头的声波衰减系数,结果显示声波衰减系数与表面粗糙度相关。IRT 显示了冷却常数随附着物粗糙度和厚度的变化。本文还展示了用 IRT 评估粘合试样的导热性以及表面粗糙度对其的影响。破坏性试验评估了剪切强度,无损检测参数与 SLJ 的剪切强度相关。
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引用次数: 0
Analysis of Coil-Dependent Receiving Frequency Response of PPM EMAT Receiver Using Equivalent Model 利用等效模型分析 PPM EMAT 接收器与线圈有关的接收频率响应
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-09 DOI: 10.1007/s10921-024-01077-6
Junjie Wang, Xinjun Wu, Wenlong Zhang

Period-permanent-magnet (PPM) electromagnetic acoustic transducer (EMAT) has been widely used in shear horizontal (SH) ultrasonic guided wave testing owing to its advantages, such as non-contact coupling, and convenient to excite SH waves. However, its poor transduction efficiency leads to weak signals and limits the lift-off performance. This article investigates how to improve the signal amplitude by adjusting the number of turns of the racetrack coil. The inductive coupling process of the PPM-EMAT receiver is first studied using the equivalent circuit method, and the corresponding equivalent model is obtained. Aiming at the effects of coil configurations, the equivalent impedance parameters of multilayer racetrack coils are analyzed by calculations and measurements. The proposed model can be used to predict the receiving frequency response of PPM-EMAT receivers with different coil structures, and it has been verified experimentally. It can be obtained that by choosing an appropriate coil configuration and matching resistance, the SH wave signal amplitude can be increased by 3 times.

周期永磁(PPM)电磁声换能器(EMAT)具有非接触耦合、便于激发水平剪切(SH)超声导波等优点,已广泛应用于水平剪切(SH)超声导波测试。然而,其较低的传导效率导致信号微弱,限制了升降性能。本文研究了如何通过调整赛道线圈的匝数来提高信号幅度。首先使用等效电路方法研究了 PPM-EMAT 接收器的电感耦合过程,并得到了相应的等效模型。针对线圈配置的影响,通过计算和测量分析了多层赛道线圈的等效阻抗参数。所提出的模型可用于预测具有不同线圈结构的 PPM-EMAT 接收器的接收频率响应,并已得到实验验证。结果表明,通过选择适当的线圈结构和匹配电阻,可以将 SH 波信号幅度提高 3 倍。
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引用次数: 0
Design of Concrete Mock-Ups with Complex Defect Scenarios Using Numerical Simulations 利用数值模拟设计存在复杂缺陷情况的混凝土模型
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-06 DOI: 10.1007/s10921-024-01074-9
Fabian Dethof, Sylvia Keßler

The major objective when applying non-destructive testing (NDT) in civil engineering is the detection of defects such as honeycombs. Defects can impair the service life of structures and could lead in the worst case to fatal failures. All structures such as bridges, tunnels, locks etc. are unique objects with variation in geometry, dimensions, materials, environmental condition, load scenarios etc. Thus, the interpretation of NDT data is challenging and the validation of the NDT method, the training of inspectors and the reliability analysis of NDT rely on mock-ups with known defect situations mimicking the type of defect as realistic as possible. The considered defect sizes inside the mock-ups should cover the transition zone between detectable and non-detectable to properly evaluate the capability of the inspection system. However, knowledge about the limits of an inspection system is mostly non-existent. To overcome this limitation, this study applies realistic numerical simulations for ultrasonic testing in reinforced concrete performed with the elastodynamic finite integration technique (EFIT) to identify this transition zone. First, the study shows the development and the validation of a numerical representation of concrete considering the implementation of a qualitatively realistic noise level. Additionally, the accurate representation of the sources during ultrasonic testing is confirmed by an investigation of the radiation characteristic for dry point contact ultrasonic transducers. The simulation outcome enabled the design of a mock-up, which explores the detection limits for honeycombs during ultrasonic testing under different boundary conditions. A case study demonstrates the applicability of the design scheme based on numerical simulation. In the real specimen designed with the assistance of numerical simulations, (68mathrm{%}) of the implemented defects are detectable, proving the effectiveness of the design methodology.

在土木工程中应用无损检测(NDT)的主要目的是检测蜂窝等缺陷。缺陷会损害结构的使用寿命,在最坏的情况下可能导致致命故障。所有结构(如桥梁、隧道、水闸等)都是独特的物体,在几何形状、尺寸、材料、环境条件、负载情况等方面存在差异。因此,无损检测数据的解读具有挑战性,无损检测方法的验证、检测人员的培训和无损检测的可靠性分析都依赖于已知缺陷情况下尽可能真实地模拟缺陷类型的模型。模型中考虑的缺陷大小应涵盖可检测和不可检测之间的过渡区域,以便正确评估检测系统的能力。然而,关于检测系统极限的知识大多并不存在。为了克服这一局限性,本研究采用弹性力学有限积分技术(EFIT)对钢筋混凝土中的超声波检测进行了逼真的数值模拟,以确定这一过渡区域。首先,研究显示了混凝土数值表示的开发和验证,考虑到了定性现实噪声水平的实施。此外,通过对干式点接触超声波传感器辐射特性的研究,证实了超声波测试过程中声源的准确性。模拟结果有助于设计一个模型,在不同的边界条件下探索超声波测试过程中蜂窝的检测极限。一项案例研究证明了基于数值模拟的设计方案的适用性。在数值模拟辅助设计的真实试样中,所实施的缺陷都能被检测到,证明了设计方法的有效性。
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引用次数: 0
Delamination Initiation Identification of Mode II Based on AE Characterization of Composite Damage Mechanism 基于复合材料损伤机理的 AE 特征的模式 II 分层启动识别
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-06 DOI: 10.1007/s10921-024-01083-8
Wenqin Han, Jinyu Zhou, Aijun Gu, Kejun Hu, Yingming Wang

In order to understand the delamination growth under mode II loading from the perspective of composite damage mechanisms, this study conducted in-depth research on the damage evolution of laminated plates using acoustic emission (AE) technology and signal analysis methods. Delamination mainly includes two stages: initiation and propagation, in which the initiation is the more important stage in the process of material delamination. Three damage modes of laminated materials during loading were identified by combining peak frequency statistics of AE signals with continuous wavelet transform (CWT). The initial time and stage of delamination can be determined by two methods. (1) The evolution process of damage mechanisms can be characterized by the fast fourier transform (FFT) of AE signals in several time periods. (2) The cumulative energy of three damage modes separated by variational mode decomposition (VMD) can be used to characterize the damage evolution process. The initial time determined by integrating several methods is much earlier than the occurrence time of the interlaminar fracture toughness value defined by ASTM standard. The strain energy release rate (SERR) determined at the initial time of delamination is taken as a design reference, which will be of guiding significance for ensuring the safety of laminates.

为了从复合材料损伤机理的角度理解模态 II 载荷下的分层生长,本研究利用声发射(AE)技术和信号分析方法对层压板的损伤演化进行了深入研究。分层主要包括起始和扩展两个阶段,其中起始阶段是材料分层过程中更为重要的阶段。通过将 AE 信号的峰值频率统计与连续小波变换(CWT)相结合,确定了层压材料在加载过程中的三种破坏模式。分层的初始时间和阶段可通过两种方法确定。(1) 通过对多个时间段的 AE 信号进行快速傅立叶变换(FFT),可确定损伤机制的演变过程。(2) 通过变异模态分解(VMD)分离的三种损伤模态的累积能量可用于表征损伤演变过程。综合几种方法确定的初始时间比 ASTM 标准规定的层间断裂韧性值发生时间要早得多。将分层初始时间确定的应变能释放率(SERR)作为设计参考,对确保层压板的安全性具有指导意义。
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引用次数: 0
Characterization of Corrosion-Induced Fracture in Reinforced Concrete Beams Using Electrical Potential, Ultrasound and Low-Frequency Vibration 利用电位、超声波和低频振动表征钢筋混凝土梁腐蚀诱发的断裂
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-05 DOI: 10.1007/s10921-024-01076-7
Tomasz Ferenc, Erwin Wojtczak, Błażej Meronk, Jacek Ryl, Krzysztof Wilde, Magdalena Rucka

The paper deals with the non-destructive experimental testing of the reinforced concrete beams under progressive corrosion. A series of experiments using electrical potential, ultrasound and low-frequency vibrations techniques are reported. Electrical potential and natural frequencies were used to characterise and monitor the corrosion process at its initial state. The P-wave velocity measurements were proved to be effective in quantitative assessment of the level of corrosion as it progresses. The possibility of early detection of damage using a proposed damage index and diagnostic framework is promising for possible applications in the non-invasive diagnostics of reinforced concrete elements.

本文论述了在渐进腐蚀条件下对钢筋混凝土梁进行的无损实验测试。报告使用电势、超声波和低频振动技术进行了一系列实验。电势和自然频率用于描述和监测腐蚀过程的初始状态。事实证明,P 波速度测量可以有效地定量评估腐蚀程度。使用建议的损伤指数和诊断框架进行早期损伤检测的可能性很高,有望应用于钢筋混凝土构件的无创诊断中。
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引用次数: 0
Application of Dual-target Computed Tomography for Material Decomposition of Low-Z Materials 双目标计算机断层扫描在低 Z 材料分解中的应用
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-05 DOI: 10.1007/s10921-024-01070-z
Pavel Mikuláček, Marek Zemek, Pavel Štarha, Tomáš Zikmund, Jozef Kaiser

The extension of conventional computed tomography known as spectral computed tomography involves utilizing the variations in X-ray attenuation, driven by spectral and material dependencies. This technique enables the virtual decomposition of scanned objects, revealing their elemental constituents. The resultant images provide quantitative information, such as material concentration within the scanned volume. Enhancements in results are achievable through methods that capitalize on the strong correlation among decomposed images, effectively minimizing noise and artifacts. The Rigaku nano3DX submicron tomograph uses a dual-target source, which allows the generation of two distinct X-ray spectra through different target materials. This configuration holds promise for high-resolution applications in spectral tomography, particularly for low-Z materials, where it offers high contrast in the acquired images. The potential of this setup in the context of spectral computed tomography is explored in this contribution, delving into its applications for materials characterized by low atomic numbers.

光谱计算机断层扫描是传统计算机断层扫描技术的延伸,包括利用光谱和材料相关性引起的 X 射线衰减变化。这项技术能够对扫描对象进行虚拟分解,揭示其元素成分。由此产生的图像可提供定量信息,如扫描体积内的材料浓度。通过利用分解图像之间的强相关性,有效减少噪音和伪影的方法,可以实现结果的增强。理学 nano3DX 亚微米层析成像仪使用双靶源,可通过不同的靶材料生成两种不同的 X 射线光谱。这种配置为光谱层析成像中的高分辨率应用带来了希望,特别是在低 Z 材料方面,因为它能在获取的图像中提供高对比度。本文将探讨这种设置在光谱计算机断层成像方面的潜力,并深入研究其在低原子序数材料方面的应用。
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引用次数: 0
Hardness and Ferrite Grain Size Evaluation of X70 Steel Using Magnetic Barkhausen Noise Method 使用巴克豪森磁噪声法评估 X70 钢的硬度和铁素体晶粒尺寸
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-05-05 DOI: 10.1007/s10921-024-01073-w
Hocine Nebair, Sami Zidelmel, Bachir Helifa, Samir Bensaid, Ibn Khaldoun Lefkaier

In the present paper, magnetic Barkhausen noise (MBN) measurements have been carried out to evaluate the hardness and ferrite grain size of API X70 steel. All samples were austenitized at 900–1200 °C for 0.5 h followed by air-cooling identically to develop different ferrite grain size. The microstructure examinations were determined by Scanning Electron Microscope (SEM). The average ferrite grain size in each sample was estimated using ImageJ open-source software. Hardness measurements were performed using durometer device. Measurements of MBN were conducted using MikroMach (Micromagnetic Materials Characterization) system. The microstructure observation shows that the increase in the austenization temperature (AUT) causes an increase in the ferrite grain size as well as their change in shape from polygonal to acicular. The results of mechanical tests showed that the increase in the austenization temperature leads to an increase in the hardness of the X70 steel. Actually, MBN method can be used to evaluate the changes in hardness and ferrite grain size in ferromagnetic materials. The sample with the lowest austenitic temperature has the highest Barkhausen noise amplitude (BNA); in contrast, the sample which contains the highest austenitic temperature has the lowest BNA; furthermore, when the austenization temperatures increases, the signal of the coercive field Hc shifts to the higher values of magnetic field. Additionally, BNA decreases, and Hc increases whenever hardness and ferrite grain size increases. In this way, a good correlation was found between MBN parameters, ferrite grain size, and hardness values. The realized experimental setup can be used for online evaluate steel microstructures and quality control of ferromagnetic materials in some industrial applications.

本文进行了磁性巴克豪森噪声(MBN)测量,以评估 API X70 钢的硬度和铁素体晶粒尺寸。所有样品都在 900-1200 °C 下进行了 0.5 小时的奥氏体化,然后进行相同的空冷,以形成不同的铁素体晶粒大小。采用扫描电子显微镜(SEM)对微观结构进行检测。每个样品的平均铁素体晶粒尺寸是用 ImageJ 开放源码软件估算的。硬度测量使用硬度计装置进行。使用 MikroMach(微磁材料表征)系统对 MBN 进行了测量。微观结构观察结果表明,奥氏体化温度(AUT)的升高导致铁素体晶粒尺寸增大,形状也从多边形变为针状。机械测试结果表明,奥氏体化温度的升高会导致 X70 钢硬度的增加。实际上,MBN 方法可用于评估铁磁性材料中硬度和铁素体晶粒大小的变化。奥氏体化温度最低的样品具有最高的 Barkhausen 噪声振幅(BNA);相反,奥氏体化温度最高的样品具有最低的 BNA;此外,当奥氏体化温度升高时,矫顽力场 Hc 的信号向磁场的高值移动。此外,当硬度和铁素体晶粒尺寸增大时,BNA 减小,Hc 增大。因此,在 MBN 参数、铁素体晶粒尺寸和硬度值之间发现了良好的相关性。所实现的实验装置可用于在线评估钢材微观结构,以及某些工业应用中铁磁材料的质量控制。
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引用次数: 0
Carton-Missing Detection System Based on the Millimeter-Wave Imaging Technique 基于毫米波成像技术的纸箱遗失检测系统
IF 2.8 3区 材料科学 Q2 Engineering Pub Date : 2024-04-30 DOI: 10.1007/s10921-024-01067-8
Guangxiao Hu, Bingxi Gao, Yu Xia, Huiyong Chen, Wenxiu Lian

Millimeter wave operates within a wavelength range of 1mm to 10mm and can penetrate through various non-metallic materials, such as the paperboard and plastic films commonly used in cigarette packaging boxes. In comparison to X-ray devices, millimeter wave imagers have the added advantage of not emitting ionizing radiation and having lower electromagnetic radiation output than the standard limit for mobile phone. Given these characteristics, we believe that utilizing millimeter wave imaging technology for detecting missing carton in packaged cigarette boxes could be a viable solution. The paper presents the fundamental imaging theory and showcases some images of cigarette boxes. The results demonstrate that our millimeter wave imager can produce clear images of packaged cigarette boxes with missing carton. We anticipate that this system has significant potential for application in machine vision for tobacco and other similar industries.

毫米波的波长范围为 1 毫米至 10 毫米,可穿透各种非金属材料,如香烟包装盒常用的纸板和塑料薄膜。与 X 射线设备相比,毫米波成像仪还具有不发出电离辐射和电磁辐射输出低于移动电话标准限值的优点。鉴于这些特点,我们认为利用毫米波成像技术检测香烟包装盒中的缺失纸盒是一个可行的解决方案。本文介绍了基本成像理论,并展示了一些烟盒图像。结果表明,我们的毫米波成像仪可以生成包装香烟盒缺失纸盒的清晰图像。我们预计,该系统在烟草和其他类似行业的机器视觉应用中具有巨大潜力。
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引用次数: 0
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Journal of Nondestructive Evaluation
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