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Time-dependent sensitivity of structural reliability assessment to multi-source uncertainties using Lamb wave 基于Lamb波的结构可靠性评估对多源不确定性的时变灵敏度
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-21 DOI: 10.1115/1.4055699
Chao Luan, Xuefei Guan, Jingjing He
This paper investigates the time-dependent sensitivity of structural reliability assessment to multi-source uncertainties using Lamb wave. To precisely model the influence of local damage on the structure in the course of damage growth, a surface damage effect model is proposed to obtain the equivalent elasticity modulus which can be coupled with the structure model. The evolution of the surface damage is modeled using the fatigue crack propagation model. Furthermore, by setting up the component and structure failure criteria, the time-dependent reliability model of the structure under multi-source uncertainties from Lamb wave detection and material properties is established. The method of score function is employed to evaluate the sensitivity index, which is defined as the derivative of the reliability with respect to the distribution parameters of uncertain variables. A spatial truss structure is used to demonstrate the overall procedure. Numerical results show that the sensitivities indices are time- and damage size-dependent. The sensitivity contributions from Lamb wave quantification model and the material properties are comparable when the crack size is relatively small. When the crack grows to a larger size, the reliability assessment result is much more sensitive to uncertainties associated with material properties.
本文研究了基于兰姆波的结构可靠性评估对多源不确定性的时变敏感性。为了精确模拟损伤增长过程中局部损伤对结构的影响,提出了一种表面损伤效应模型,得到了与结构模型耦合的等效弹性模量。采用疲劳裂纹扩展模型模拟了表面损伤的演化过程。通过建立构件和结构的失效准则,建立了基于Lamb波探测和材料特性的多源不确定性下结构的时变可靠度模型。采用分数函数法对灵敏度指标进行评价,将其定义为可靠性对不确定变量分布参数的导数。空间桁架结构用于演示整个过程。数值结果表明,灵敏度指标与时间和损伤尺寸有关。当裂纹尺寸较小时,Lamb波量化模型的灵敏度贡献与材料性能相当。当裂纹扩展到较大尺寸时,可靠性评估结果对材料性能的不确定性更为敏感。
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引用次数: 0
Study of ultrasonic guided wave interaction with core crush damage for NDE of a honeycomb composite sandwich panel 蜂窝复合材料夹层板无损检测中超声导波与芯层破碎损伤的相互作用研究
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-08 DOI: 10.1115/1.4055549
Ramanna Raja B, S. Tallur, Sauvik Banerjee
Honeycomb composite sandwich structures are extensively used for the manufacturing of many different components of aerospace, automobiles, wind turbine blades, and marine ship hull structures. Despite its widespread use and advantages, the honeycomb core is frequently damaged during production and operation, even if the damage is not visible on the face sheet. In this study, an ultrasonic guided wave (GW) propagation technique is utilised for robust and reliable non-destructive evaluation of a honeycomb composite sandwich panel (HCSP) in the presence of core crush damage. A 2D semi-analytical model was developed to understand the dispersion characteristics in the HCSP and to identify various modes of GW propagation in the signals. Extensive numerical simulations are carried out using ABAQUS, to study the guided wave interaction with core crush damage. For this purpose, two numerical models were considered (a realistic model with both crushed core and cavity, and a simplified model that only comprises of the cavity) and experimentally validated using a contact-type transducer. It is found that presence of core crush damage in a HCSP increases the amplitude and group velocity of the primary anti-symmetric mode, and this characteristic has been used for localisation of the core crush region in the HCSP. Finally, a damage detection algorithm using signal difference coefficient is presented for successful localization of the core crush region within a square monitoring area. Unlike other studies reported in literature, we demonstrate the utility of the simplified numerical model for studying GW interactions with core crush defect, and experimentally validate the non-destructive evaluation (NDE) technique to localize core crush defect on an HCSP.
蜂窝复合材料夹层结构广泛用于制造航空航天、汽车、风力涡轮机叶片和船舶船体结构的许多不同部件。尽管蜂窝芯具有广泛的用途和优点,但在生产和操作过程中,蜂窝芯经常损坏,即使损坏在面板上看不出来。在本研究中,利用超声导波(GW)传播技术对蜂窝复合材料夹芯板(HCSP)进行了鲁棒性和可靠性的无损评估。建立了二维半解析模型,以了解HCSP中的色散特性,并识别信号中GW的各种传播模式。利用ABAQUS进行了大量的数值模拟,研究了导波与岩心破碎损伤的相互作用。为此,考虑了两种数值模型(一种是具有破碎岩心和空腔的现实模型,一种是仅包含空腔的简化模型),并使用接触式换能器进行了实验验证。研究发现,在HCSP中,芯压损伤的存在增加了初级反对称模的振幅和群速度,并利用这一特性对HCSP中芯压区域进行了定位。最后,提出了一种基于信号差系数的损伤检测算法,在方形监测区域内成功定位核心破碎区域。与文献报道的其他研究不同,我们证明了简化数值模型在研究GW与芯压缺陷相互作用方面的实用性,并通过实验验证了非破坏性评估(NDE)技术在HCSP上定位芯压缺陷的方法。
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引用次数: 0
Diagnosis and Prognosis of Fatigue Damage in Adhesively Bonded Joints using Ultrasound NDE 超声无损检测黏合接头疲劳损伤的诊断与预后
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-09-02 DOI: 10.1115/1.4055475
R. Palanisamy, P. Banerjee, M. Haq, Y. Deng
Increased effort for light-weighting of automotive struc- tures results in replacement of traditional metals to com- posites. Adhesive bonding is the best joining solution for composite components owing to its superior stress dis- tribution and light-weighting. However, adhesive and adhesive-adhered interfaces are the weakest link in the structure. During fatigue crack propagation, joints do not show any significant visual changes. Thus, fatigue dam- age in adhesive bond line is one of the challenging and complex failure mechanisms that requires real-time diag- nostic and prognostic technique to avoid any catastrophic failure. This paper proposes an acoustic technique for real-time fatigue damage diagnosis and prognosis. Based on experimental guided wave modal analysis, symmetric mode at 85 kHz is found to be the most sensitive mode- frequency combination for fatigue monitoring of selected lap-joint specimen. Further, a hybrid data-driven damage propagation model is used to estimate the remaining use- ful life in the bond-line. The developed techniques were successfully implemented and validated on a single lap joint under fatigue loading. Estimated damage levels and remaining useful life are in good agreement with refer- ence measurements. Successful validation is an indicative of potential application of this technology in automotive industries.
对汽车结构轻量化的不断努力导致传统金属被复合材料所取代。胶粘接具有良好的应力分布和重量轻等优点,是复合材料部件的最佳连接方式。然而,胶粘剂和胶粘剂-胶粘剂界面是结构中最薄弱的环节。在疲劳裂纹扩展过程中,接头没有明显的视觉变化。因此,粘接线的疲劳坝龄是具有挑战性和复杂性的破坏机制之一,需要实时诊断和预测技术,以避免任何灾难性的破坏。提出了一种用于实时疲劳损伤诊断和预测的声学技术。通过实验导波模态分析,发现85 kHz时对称模态是对所选搭接试件疲劳监测最敏感的模态-频率组合。在此基础上,采用混合数据驱动的损伤传播模型对粘结线上的剩余使用寿命进行估计。所开发的技术已在疲劳载荷下的单搭接接头上成功实施并验证。估计的损坏水平和剩余使用寿命与参考测量值很好地一致。成功的验证表明了该技术在汽车工业中的潜在应用。
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引用次数: 0
High-Speed Inspection of Rails by Passive Ultrasonic Monitoring 被动超声监测轨道的高速检测
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-08-26 DOI: 10.1115/1.4055382
D. Datta, F. Lanza di Scalea
This paper presents a high-speed non-contact rail inspection technique that has the potential of detecting internal rail defects at regular (revenue) train speeds. The technique utilizes an array of capacitive air-coupled ultrasonic transducers in continuous recording mode to extract a reconstructed transfer function for a rail segment in a passive manner. The passive approach utilizes the ambient excitation of the rail induced by the wheels of the test car and eliminates the need of a controlled source. A normalized cross correlation operator with modified Welch's periodogram technique is used to extract the transfer function in a manner that is independent of the uncontrolled excitation source (rolling wheels). Discontinuities in the rail (e.g., joints, welds and defects) alter the reconstructed transfer function which is statistically tracked using an outlier analysis for detection robustness and sensitivity. Field tests were carried out with a prototype at the Transportation Technology Center Inc (TTCI) in Pueblo, Colorado at testing speeds of up to 80 mph. The performance of the system in detecting rail discontinuities was assessed via Receiver Operating Characteristic curves for a range of varying operational parameters such as excitation strength, baseline distribution length, testing speed, and multiple runs.
本文提出了一种高速非接触式钢轨检测技术,该技术具有在正常(收入)列车速度下检测钢轨内部缺陷的潜力。该技术利用连续记录模式的电容式空气耦合超声换能器阵列,以被动方式提取轨道段的重构传递函数。被动方法利用试验车车轮对轨道产生的环境激励,消除了对受控源的需要。采用一种归一化互相关算子和改进的韦尔奇周期图技术,以一种独立于非受控激励源(滚动车轮)的方式提取传递函数。钢轨中的不连续性(例如,接头、焊缝和缺陷)改变了重建的传递函数,该传递函数使用离群值分析进行统计跟踪,以提高检测的鲁棒性和灵敏度。在位于科罗拉多州普韦布洛的交通技术中心(TTCI),一辆原型车进行了现场测试,测试速度高达80英里/小时。在一系列不同的运行参数(如激励强度、基线分布长度、测试速度和多次运行)下,通过接收器工作特性曲线评估系统检测轨道不连续的性能。
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引用次数: 1
Real-Time Nondestructive Evaluation of Additive Manufacturing using a Laser Vibrometer and Shock Tube 利用激光测振仪和激波管对增材制造进行实时无损评价
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-08-26 DOI: 10.1115/1.4055383
Han Liu, S. Laflamme, Carter Morgan, Matthew Nelson, S. Bentil
Additive manufacturing (AM) parts retain a certain degree of individuality and could suffer from a combination of different defect types, and is therefore the non-destructive evaluation on AM parts remains a challenging task. Engineering non-contact and non-destructive real-time inspection and in-situ quality assurance of AM parts would be a net improvement compared to current quality control methods that are conducted post-production. Here, the authors propose to combine the use of a laser vibrometer with a compression-driven shock tube to assess the quality of AM parts through the evaluation of the vibration spectra of the part. An AM of a cylindrical part was selected for the study, along with different defect types and sizes. These defects include internal voids of different sizes at different locations, local changes in thickness (infill), and local changes in melting temperatures. A numerical model was created and validated using experimental data to conduct model assisted probability of detection (MAPOD). Results were analyzed by evaluating correlation matrices between different models. Results showed that vibration spectra induced by a shock wave were sensitive to different types and sizes of defects under the studied geometry. The defect index yielded an approximately linear relationship with respect to defect void severity. MAPOD curve studies revealed a minimum detectable void defect 0.039% of the AM parts volume.
增材制造(AM)零件保留了一定程度的个性,并且可能遭受不同缺陷类型的组合,因此对增材制造零件的无损评估仍然是一项具有挑战性的任务。与目前后期生产的质量控制方法相比,增材制造零件的工程非接触和非破坏性实时检测和现场质量保证将是一个净改进。在这里,作者建议将激光测振仪与压缩驱动激波管结合使用,通过评估零件的振动谱来评估增材制造零件的质量。选择了一个圆柱形零件的增材制造,以及不同的缺陷类型和尺寸。这些缺陷包括不同位置的内部大小不同的空洞,局部厚度(填充)的变化,以及局部熔化温度的变化。建立了数值模型,并利用实验数据对模型辅助检测概率(MAPOD)进行了验证。通过评价不同模型之间的相关矩阵对结果进行分析。结果表明,在所研究的几何形状下,激波引起的振动谱对不同类型和尺寸的缺陷都很敏感。缺陷指数与缺陷空洞严重程度呈近似线性关系。mapapod曲线研究显示,最小可检测的空洞缺陷为AM零件体积的0.039%。
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引用次数: 1
Condition Monitoring of Misaligned Rotor System Using Acoustic Sensor by Response Surface Methodology 基于响应面法的声传感器转子偏心系统状态监测
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-07-14 DOI: 10.1115/1.4054975
Shital M. Patil, A. Jalan, A. Marathe
Misalignment is among the most common causes of vibrations in rotary machinery. Modern machinery is complicated and installing a sensor might be tricky at times. As a result, non-contact type sensors are critical in such situations. The present study investigates the influence of combinations between speed, load, and fault severity upon system vibration employing acoustic sensor. Although acoustic sensor is used in angular fault diagnosis, but this is the first attempt to combine the noncontact type of sensor and Response Surface Methodology (RSM) to study the influence of misalignment upon system vibration and the factors that induce system vibrations in a misaligned rotor system. To investigate the effect of these interactions on system performance, RSM with Root Mean Square (RMS) as a response factor is used. Design of experiments is used to prepare experiments, while Analysis of Variance (ANOVA) is used to analyze the results. Speed has a significant impact on RMS value in both parallel and angular types of misalignments and it severely affects the system performance. According to the RSM findings, a change in load, influences vibration amplitude. With increasing defect severity, the change in RMS value was not particularly significant. The outcome of RSM using acoustic sensor found well aligned with the conclusion drawn using RSM study using vibrational sensor.
不对准是引起旋转机械振动的最常见原因之一。现代机械是复杂的,安装传感器有时可能会很棘手。因此,非接触式传感器在这种情况下至关重要。本文采用声传感器研究了转速、负载和故障严重程度组合对系统振动的影响。虽然在角度故障诊断中使用了声学传感器,但将非接触式传感器与响应面法(RSM)相结合,研究偏心转子系统对系统振动的影响以及引起系统振动的因素,这是首次尝试。为了研究这些相互作用对系统性能的影响,使用均方根(RMS)作为响应因子的RSM。实验设计用于准备实验,方差分析(ANOVA)用于分析结果。速度对平行型和角型误差的均方根值都有显著影响,严重影响系统性能。根据RSM的研究结果,载荷的变化会影响振动幅度。随着缺陷严重程度的增加,RMS值的变化并不是特别显著。采用声学传感器的RSM研究结果与采用振动传感器的RSM研究结果吻合较好。
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引用次数: 1
Inherent magnetic sensor for estimation of fatigue damage in type 304 stainless steel 用于估计304型不锈钢疲劳损伤的固有磁传感器
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-06-28 DOI: 10.1115/1.4054892
K. Kinoshita
In this study, the fatigue damage in type 304 stainless steel was estimated using an inherent magnetic sensor via plane bending fatigue tests and the electromagnetic impedance method. The sensor was a magnetic composite material incorporating a ferromagnetic martensite phase generated in type 304 stainless steel by a surface finish process during the production stage. The output properties of this sensor as a function of the number of cycles were evaluated under various conditions. It was demonstrated that this sensor could detect fatigue damage starting from the zeroth cycle. The sensor output repeatability was evaluated, and the variation in the output between the inherent magnetic sensors was approximately 10% regardless of the sensor type and total strain amplitude. By using the two proposed estimation methods, the specific fatigue level and number of cycles could be estimated with errors of 3%-27%. These results indicated that the inherent magnetic sensor was suitable for use for fatigue damage estimation.
通过平面弯曲疲劳试验和电磁阻抗法,利用固有磁传感器对304型不锈钢进行了疲劳损伤估计。该传感器是一种磁性复合材料,包含在304型不锈钢中通过表面处理过程产生的铁磁性马氏体相。在各种条件下,评估了该传感器的输出特性作为周期数的函数。结果表明,该传感器可以从第0个循环开始检测疲劳损伤。对传感器输出的重复性进行了评估,无论传感器类型和总应变幅值如何,固有磁传感器之间的输出变化约为10%。两种估算方法的疲劳强度和循环次数估算误差均在3% ~ 27%之间。结果表明,固有磁传感器适用于疲劳损伤估计。
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引用次数: 0
Numerical Analysis of Guided Wave Transmission Through a Long Defect in a Rail Track 导波通过轨道长缺陷的数值分析
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-06-14 DOI: 10.1115/1.4054790
P. Loveday, C. Long
Guided wave ultrasound has been used to monitor continuously welded rail track by transmitting guided wave ultrasound between alternate transmit and receive stations along the rail. A section of rail was encountered where transmission was not reliably achieved. It was found that there was considerable flank wear on the rail head, which varied in a sinusoidal pattern over approximately 10 m. The scattering due to the wear is investigated in this paper using numerical modeling. A 3D finite element model of the section of rail containing the wear defect was coupled to two semi-analytical finite element models of the incoming and outgoing waveguides. In the case of a 10 m long defect, which is over 100 wavelengths long, the 3D FE matrices were excessively large, and the global matrices could not be assembled nor solved. An approach of successively assembling layers of the mesh and reducing out internal degrees of freedom in the dynamic stiffness matrix was successfully adopted. The influence of the length of the wear on the transmission loss was computed. It was found that short wear lengths generally cause more transmission loss although the relationship is not monotonic. It was found that the long wear seen in the field does not cause transmission loss. In this case where the change in cross-section is gradual the incoming mode converted to a single mode in the smallest cross-section and this mode converted back to the incoming mode in the second half of the wear section.
导波超声通过在轨道上的交替发射和接收站之间发射导波超声来监测连续焊接轨道。遇到了一段传输不可靠的铁路。结果发现,钢轨头部有相当大的侧面磨损,在大约10米的范围内呈正弦曲线变化。本文采用数值模拟的方法研究了由于磨损引起的散射。将包含磨损缺陷的钢轨截面的三维有限元模型与入射波导和出射波导的两个半解析有限元模型耦合。当缺陷长度为10 m,长度超过100个波长时,三维有限元矩阵过大,整体矩阵无法组装和求解。成功地采用了网格层间逐层组装和动态刚度矩阵内部自由度降低的方法。计算了磨损长度对传动损耗的影响。研究发现,较短的磨损长度通常会造成较大的传动损失,但这种关系不是单调的。研究发现,长时间的现场磨损并不会造成传输损失。在这种情况下,截面的变化是渐进的,在最小的截面上,输入模态转换为单一模态,在磨损截面的后半部分,该模态转换回输入模态。
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引用次数: 0
Impact of manufacturing flaw on fatigue damage development and on stiffness variation in woven composite plates 制造缺陷对编织复合材料板疲劳损伤发展及刚度变化的影响
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-05-26 DOI: 10.1115/1.4054656
Nidhal Bouslama, N. Quaegebeur, A. Maslouhi, P. Masson
Under dynamic loading conditions, damage in a plain weave Carbon Fiber Reinforced Polymer (CFRP) composite is a complex and multiscale process especially in the presence of a manufacturing flaw. In this context, this paper investigates the impact of an inserted flaw on the damage scenario and stiffness degradation over fatigue life. To achieve this objective, a full three-dimensional Finite Element Model (FEM) is developed to evaluate the stress distribution induced by the local defect. Fatigue tests are then performed on two configurations with and without inserted flaws with continuous monitoring by NDT techniques. The Acoustic Emission (AE) method is used for damage quantification and source localization while Digital Image Correlation (DIC) and Air-Coupled Ultrasonics (ACU) are applied to evaluate the stiffness degradation. The cross results obtained using the three monitoring techniques provide an insight into the damage process and stiffness degradation in woven composite with a simulated manufacturing flaw.
在动载荷条件下,碳纤维增强聚合物(CFRP)复合材料的损伤是一个复杂的多尺度过程,特别是在存在制造缺陷的情况下。在这种情况下,本文研究了插入缺陷对损伤情况和疲劳寿命期间刚度退化的影响。为了实现这一目标,建立了一个全三维有限元模型(FEM)来评估局部缺陷引起的应力分布。然后在NDT技术的连续监测下,对两种结构进行了有和没有插入缺陷的疲劳测试。采用声发射(AE)方法对损伤进行量化和定位,采用数字图像相关(DIC)和空气耦合超声(ACU)方法对刚度退化进行评估。使用三种监测技术获得的交叉结果提供了对具有模拟制造缺陷的编织复合材料的损伤过程和刚度退化的洞察。
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引用次数: 0
Ultrasonic Rayleigh wave interrogation of DED Ti-6Al-4V having a rough surface 表面粗糙的DED Ti-6Al-4V的超声瑞利波探伤
IF 1.1 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-05-11 DOI: 10.1115/1.4054539
C. Bakre, A. Nassar, E. Reutzel, C. Lissenden
In-situ monitoring techniques for additive manufacturing are in high demand to help produce reliable parts. The structural integrity of these parts depends on both the presence of flaws and their microstructure. Ultrasonic Rayleigh waves have the potential to identify flaws and assess the local microstructure during directed energy deposition (DED) additive manufacturing processes, but the scattering associated with the surface roughness degrades the ultrasonic signal and must be understood to extract useful information. Herein, the microstructures and surface profiles of DED and wrought Ti-6Al-4V are compared to provide context for measured Rayleigh wave speeds and second harmonic generation. The Rayleigh wave speed and second harmonic generation for DED and wrought Ti-6Al-4V materials having comparable surface roughness are significantly different. The wave speed measured in DED material is 3% slower than in wrought material, and the relative nonlinearity parameter, commonly used to characterize second harmonic generation, is 3.5-6.0 times higher for polished surfaces. Wave speed and second harmonic generation measurements are also made along the hatch and across the hatch for both as-built and glazed DED surfaces. Based on our results, we conclude that in-situ Rayleigh wave linear and nonlinear measurements are possible; although we acknowledge that in-situ angle-beam transducer generation would be challenging, and thus we will investigate pulsed laser generation in future work.
为了帮助生产可靠的零件,增材制造的现场监测技术需求量很大。这些部件的结构完整性取决于缺陷的存在及其微观结构。在定向能沉积(DED)增材制造过程中,超声波瑞利波具有识别缺陷和评估局部微观结构的潜力,但与表面粗糙度相关的散射降低了超声波信号,必须了解超声波信号才能提取有用的信息。本文对DED和变形Ti-6Al-4V的显微组织和表面轮廓进行了比较,为测量的瑞利波速度和二次谐波产生提供了背景。表面粗糙度相当的DED和变形Ti-6Al-4V材料的瑞利波速度和二次谐波产生显著不同。在DED材料中测量的波速比在变形材料中测量的慢3%,并且通常用于表征二次谐波产生的相对非线性参数在抛光表面高3.5-6.0倍。波速和二次谐波产生的测量也沿着舱口和整个舱口进行,无论是建成的和釉面DED表面。基于我们的研究结果,我们认为原位瑞利波线性和非线性测量是可能的;虽然我们承认原位角光束换能器的产生将是具有挑战性的,因此我们将在未来的工作中研究脉冲激光的产生。
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引用次数: 2
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Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems
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