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Exploring the toughening mechanisms of PyC interphase in SiCf/SiC composites through molecular dynamics and mesoscale stochastic simulations 通过分子动力学和中尺度随机模拟探索 SiCf/SiC 复合材料中 PyC 相间的增韧机制
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-01 DOI: 10.1016/j.engfracmech.2024.110445

The introduction of pyrolytic carbon (PyC) interphase in SiCf/SiC composites significantly improves their toughness, primarily by deflecting matrix cracks, while the underlying toughening mechanisms toward various PyC microstructures remain mysterious due to the challenges in experimentally observing microscopic deformations within PyC. This paper addresses this gap by constructing distinct PyC models based on orientation angle (OA), a key experimental characteristic, and then conducting Mode I loading simulations on SiCf/PyC/SiC systems by molecular dynamics (MD). Results indicate that as OA increases, the deformation behavior of PyC transits from multilayer sliding to delamination, which correlates to a reduction in the fracture energy of SiCf/PyC/SiC systems. Energy dissipation models are established for two microscopic deformation patterns as multilayer sliding and delamination based on homogenization theory, with results demonstrating that the energy dissipation caused by multilayer sliding within PyC surpasses that of delamination. Furthermore, mesoscale stochastic simulations of crack propagation in PyC with different textures are carried out to obtain crack path configurations and corresponding energy dissipations. The outcomes highlight the superior toughening effect of high texture (HT) PyC over medium texture (MT) and low texture (LT) PyC due to longer crack path within HT PyC, aligning well with experimental findings. This study provides valuable insights into cracking through PyC with varying textures, offering a foundation for optimizing PyC coating processes in SiCf/SiC composites to enhance performance.

在碳化硅/碳化硅复合材料中引入热解碳(PyC)相间物可显著提高其韧性,主要是通过偏转基体裂纹来实现的,但由于在实验中难以观察到 PyC 内部的微观变形,因此各种 PyC 微结构的潜在增韧机制仍很神秘。本文根据取向角(OA)这一关键实验特征构建了不同的 PyC 模型,然后通过分子动力学(MD)对 SiCf/PyC/SiC 系统进行了模式 I 加载模拟,从而弥补了这一空白。结果表明,随着 OA 的增加,PyC 的变形行为从多层滑动过渡到分层,这与 SiCf/PyC/SiC 系统断裂能的降低相关。基于均质化理论,建立了多层滑动和分层两种微观变形模式的能量耗散模型,结果表明 PyC 内部多层滑动引起的能量耗散超过了分层。此外,还对具有不同纹理的 PyC 中的裂纹扩展进行了中尺度随机模拟,以获得裂纹路径配置和相应的能量耗散。结果表明,高纹理(HT)PyC 的增韧效果优于中等纹理(MT)和低纹理(LT)PyC,原因是 HT PyC 中的裂纹路径更长,这与实验结果非常吻合。这项研究为了解不同质地 PyC 的开裂情况提供了宝贵的见解,为优化 SiCf/SiC 复合材料中的 PyC 涂层工艺以提高性能奠定了基础。
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引用次数: 0
Mixed-mode crack-tip stress intensity factors measurements by caustics method: A comparison between low and high loading rate conditions 用苛性碱法测量混合模式裂纹尖端应力强度因子:低加载率和高加载率条件下的比较
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-01 DOI: 10.1016/j.engfracmech.2024.110446

Mixed-mode crack-tip stress field is different in low and high loading rate conditions, resulting in different mixed-mode stress intensity factors (SIFs) measurements. How to correctly measure mixed-mode SIFs in different loading rate conditions is of critical importance. To this end, mixed-mode SIFs are measured and compared by optical caustics method with high-speed photography, specifically by the interpretation of crack-tip optical image, i.e., caustics pattern which reflects crack-tip stress field. Different mixed-mode caustics patterns in shape are observed in drop weight and blast loading conditions, indicating that corresponding crack-tip stress field and mixed-mode SIFs measurements are different. Under drop weight loading, mixed-mode caustics patterns are consistent with the classical caustics interpretation for SIFs measurements, while those under reflected P wave loading in blasts are not consistent. Therefore, a modified mixed-mode caustics interpretation is proposed and verified to be available for SIFs measurements in blast loading condition. Finally, underlying reasons for different mixed-mode SIFs measurements in low and high loading rate conditions are discussed, and it is concluded that in low loading rate condition, a longer loading time results in crack-tip K-dominated stress field which is suitable for the classical caustics interpretation, while in high loading rate condition, the loading time is too short to form K-dominated stress field in the crack tip, hence a modified caustics interpretation is necessary. This paper benefits correct applications of caustics method to mixed-mode SIFs measurements in different loading rate conditions.

混合模式裂纹尖端应力场在低加载速率和高加载速率条件下是不同的,从而导致混合模式应力强度因子(SIFs)测量结果不同。如何正确测量不同加载速率条件下的混合模式 SIF 至关重要。为此,采用高速摄影的光学苛求法测量和比较了混合模式 SIF,特别是通过解释裂纹尖端光学图像,即反映裂纹尖端应力场的苛求图案。在滴重和爆破加载条件下,观察到形状不同的混合模式焦斑图案,这表明相应的裂纹尖端应力场和混合模式 SIF 测量结果是不同的。在滴重加载条件下,混合模式苛性曲线与 SIF 测量的经典苛性曲线解释一致,而在爆破反射 P 波加载条件下的混合模式苛性曲线则不一致。因此,提出了一种修正的混合模式苛求解释,并验证了它可用于爆炸加载条件下的 SIF 测量。最后,讨论了在低加载速率和高加载速率条件下混合模式 SIFs 测量结果不同的根本原因,并得出结论:在低加载速率条件下,加载时间较长,会产生裂纹尖端 K 主导应力场,适合经典的苛性解释;而在高加载速率条件下,加载时间太短,无法在裂纹尖端形成 K 主导应力场,因此需要修正苛性解释。本文介绍了在不同加载速率条件下混合模式 SIF 测量中正确应用苛求法的好处。
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引用次数: 0
Stress intensity factor models using mechanics-guided decomposition and symbolic regression 使用力学指导分解和符号回归的应力强度因子模型
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-31 DOI: 10.1016/j.engfracmech.2024.110432

The finite element method can be used to compute accurate stress intensity factors (SIFs) for cracks with complex geometries and boundary conditions. In contrast, handbook solutions act as surrogate SIF models that provide significantly faster evaluation times. However, the development of conventional surrogate SIF models relies on manual development based on low-order parameterizations. This limits surrogate model accuracy and generalizability. In this paper, we develop a framework for the automated development of mechanics-guided handbook SIF solutions by using interpretable machine learning via genetic programming for symbolic regression (GPSR). Formalizing the mechanics-based approach of Raju and Newman, SIF training data is decomposed into multiple subsets. This decomposition enables parallel GPSR model development of subfunctions, each of which accounts for specific geometrical corrections with respect to a known analytical model. Using this mechanics-based approach with GPSR allows for equations to be learned with improved accuracy and reduced complexity relative to the Raju Newman equations while maintaining the inherent interpretability of mathematical expressions. In this paper, we present equations that match the complexity of the Raju Newman equations while having reduced error, as well as equations with similar errors and reduced complexity.

有限元法可用于计算具有复杂几何形状和边界条件的裂缝的精确应力强度因子(SIF)。相比之下,手册解决方案可作为替代 SIF 模型,大大缩短评估时间。然而,传统代用 SIF 模型的开发依赖于基于低阶参数的手动开发。这限制了代用模型的准确性和通用性。在本文中,我们通过符号回归遗传编程(GPSR),利用可解释的机器学习,为力学指导的手册 SIF 解决方案的自动化开发开发了一个框架。将 Raju 和 Newman 基于力学的方法公式化后,SIF 训练数据被分解为多个子集。通过这种分解,可以并行开发 GPSR 子函数模型,每个子函数都考虑了已知分析模型的特定几何修正。与拉朱-纽曼方程相比,使用这种基于力学的 GPSR 方法可以提高学习方程的准确性,降低复杂性,同时保持数学表达式固有的可解释性。在本文中,我们介绍了与拉朱-纽曼方程复杂程度相当但误差更小的方程,以及误差相似但复杂程度更小的方程。
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引用次数: 0
Spatial-temporal response and precursor characteristics of tensile failure on disc coal samples of different sizes combining AE, EMR and DIC techniques 结合 AE、EMR 和 DIC 技术分析不同尺寸圆盘煤样拉伸破坏的时空响应和前兆特征
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-31 DOI: 10.1016/j.engfracmech.2024.110418

Tensile fractures in deep coal and rock mass can readily trigger dynamic calamities like rock bursts, significantly impacting the safety of coal mining. To enhance our understanding of coal’s tensile failure mechanism, Brazilian splitting failure experiments were conducted on coal samples with prefabricated cracks of different sizes. Acoustic emission (AE), electromagnetic radiation (EMR) and digital image correlation (DIC) techniques were used to analyze the instability failure process and precursor characteristics of coal samples. The results showed that, for coal samples of the same thickness, the tensile strength and peak strain gradually decreased with the increase of coal sample size, whereas the elastic modulus increased gradually, highlighting more pronounced brittleness characteristics and revealing a noticeable size effect. The time-varying evolution of AE energy, EMR energy and VE (virtual extensometer) elongation during the tensile failure process of coal samples is closely correlated to the stress evolution trend, exhibiting distinct characteristics at various loading stages. The failure modes of coal samples of varying sizes exhibited a strong correlation with the spatial distribution of AE events, as well as the strain and displacement field measured by DIC. With the coal sample’s growing size, the percentage of AE high energy events rose while the total number of AE positioning events fell, the proportion of DIC strain concentration area decreased, displacement zoning characteristics became more obvious, and the critical opening displacement of cracks increased. The variance of AE, EMR and DIC related parameters in coal samples showed significant critical slowing down characteristics. Based on their response timescales, EMR energy was identified as an “Early warning”, AE energy as a “Medium warning”, and VE elongation as a “Short-imminent warning”. A comprehensive analysis of multi-parameter monitoring information proved beneficial in accurately pinpointing precursory response points of coal mine dynamic disasters, thereby enhancing monitoring precision.

深层煤和岩体中的拉伸裂缝很容易引发岩爆等动力灾害,严重影响煤矿开采的安全性。为了加深对煤炭拉伸破坏机理的了解,我们对预制了不同大小裂缝的煤炭样品进行了巴西劈裂破坏实验。采用声发射(AE)、电磁辐射(EMR)和数字图像相关(DIC)技术分析了煤样的失稳破坏过程和前兆特征。结果表明,对于相同厚度的煤样,拉伸强度和峰值应变随着煤样尺寸的增大而逐渐减小,而弹性模量则逐渐增大,脆性特征更加明显,并显示出明显的尺寸效应。煤样拉伸破坏过程中的AE能、EMR能和VE(虚拟伸长计)伸长率的时变演变与应力演变趋势密切相关,在不同加载阶段表现出明显的特征。不同尺寸煤样的破坏模式与 AE 事件的空间分布以及 DIC 测量的应变和位移场密切相关。随着煤样体积的增大,AE高能事件的比例上升,而AE定位事件的总数下降,DIC应变集中区的比例下降,位移分区特征更加明显,裂缝临界开裂位移增大。煤样中 AE、EMR 和 DIC 相关参数的方差表现出明显的临界减速特征。根据其响应时间尺度,确定 EMR 能量为 "早期预警",AE 能量为 "中期预警",VE 伸长率为 "短时预警"。对多参数监测信息进行综合分析,有利于准确定位煤矿动力灾害的前兆响应点,从而提高监测精度。
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引用次数: 0
An adaptive peridynamics with correspondence material model for coupled creep-plastic fracture problems 针对蠕变-塑性耦合断裂问题的自适应周动力学与对应材料模型
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-31 DOI: 10.1016/j.engfracmech.2024.110438

This paper introduces an adaptive peridynamics with a correspondence material model (A-PD-CMM) to effectively simulate the coupled creep-plastic behavior and the creep crack propagation in metal materials. In this method, to describe the coupled creep-plastic deformation with considering the creep damage, the multiaxial coupled constitutive model that integrates the Wen-Tu creep damage model and the J2 plastic model is developed. Moreover, a damage associate criterion is incorporated into the peridynamics framework to effectively capture the influence of damage on the force state. To detail the rapid damage evolution during the tertiary creep stage, a time-adaptive solving strategy is proposed. Additionally, the constitutive integration algorithm of the multiaxial coupled model is efficiently realized by decoupling it into two parts, that is, an implicit computation of creep-plasticity and an explicit evolution of creep damage. The efficacy and engineering applicability of the proposed A-PD-CMM are validated through several representative numerical examples, showcasing its potential in addressing complex material behavior.

本文介绍了一种具有对应材料模型(A-PD-CMM)的自适应周动力学方法,以有效模拟金属材料的蠕变-塑性耦合行为和蠕变裂纹扩展。在该方法中,为了描述考虑蠕变损伤的耦合蠕变-塑性变形,开发了集成了文-图蠕变损伤模型和 J2 塑性模型的多轴耦合构成模型。此外,在周动力学框架中加入了损伤关联准则,以有效捕捉损伤对受力状态的影响。为了详细说明三级蠕变阶段的快速损伤演变,提出了一种时间自适应求解策略。此外,通过将多轴耦合模型解耦为两部分,即蠕变塑性的隐式计算和蠕变损伤的显式演化,有效地实现了多轴耦合模型的构效积分算法。通过几个具有代表性的数值示例,验证了所提出的 A-PD-CMM 的功效和工程适用性,展示了其在处理复杂材料行为方面的潜力。
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引用次数: 0
A probabilistic prediction method for mode I fatigue life of concrete based on the statistical laws of material parameters 基于材料参数统计规律的混凝土模式 I 疲劳寿命概率预测方法
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-30 DOI: 10.1016/j.engfracmech.2024.110429

Accurately predicting the mode I fatigue life of concrete is critical for evaluating the safety of structures. However, due to the stochasticity of fatigue life, it remains a challenge to the deterministic methods in the existing literature. This study presents a probabilistic method for predicting the mode I fatigue life of concrete. The method considers four concrete material parameters in the initial fracture toughness-based crack propagation criterion and the tension-softening constitutive relationship as random variables following a two-parameter Weibull distribution. The detailed procedure for the implementation of the method is elaborated using the notched three-point bending (TPB) beam as an example, and the effectiveness of the method is verified by comparing the predicted fatigue life with the experimental results collected from the literature. Furthermore, the sensitivity analysis shows that the stochasticity of the initial fracture toughness is the most important factor leading to the variability of the fatigue life. Tensile strength stochasticity is the second most important factor. The effects of other material parameters on fatigue life are negligible. The proposed method allows reasonable prediction of fatigue life based solely on prior knowledge of the statistical laws governing the two factors. Meanwhile, the calculation results suggest that the large scatter in fatigue life is due to the high sensitivity to the stochasticity of concrete material parameters. The proposed method is expected to enhance the understanding of the stochastic nature of fatigue life and achieve accurate predictions at different failure probabilities.

准确预测混凝土的模式 I 疲劳寿命对于评估结构的安全性至关重要。然而,由于疲劳寿命的随机性,现有文献中的确定性方法仍面临挑战。本研究提出了一种预测混凝土模式 I 疲劳寿命的概率方法。该方法将基于初始断裂韧性的裂纹扩展准则和拉伸软化构成关系中的四个混凝土材料参数视为随机变量,遵循双参数 Weibull 分布。以缺口三点弯曲(TPB)梁为例,详细阐述了该方法的实施步骤,并通过比较预测的疲劳寿命和文献中收集的实验结果,验证了该方法的有效性。此外,敏感性分析表明,初始断裂韧性的随机性是导致疲劳寿命变化的最重要因素。拉伸强度随机性是第二重要因素。其他材料参数对疲劳寿命的影响可以忽略不计。所提出的方法可以仅根据对这两个因素的统计规律的事先了解来合理预测疲劳寿命。同时,计算结果表明,疲劳寿命的巨大差异是由于混凝土材料参数的随机性具有高度敏感性。所提出的方法有望加深人们对疲劳寿命随机性的理解,并实现对不同失效概率的精确预测。
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引用次数: 0
Crack propagation behavior of different zones in weldment under creep-fatigue loadings 蠕变疲劳载荷下焊接件不同区域的裂纹扩展行为
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-30 DOI: 10.1016/j.engfracmech.2024.110416

In this paper, crack propagation behaviors in a weldment are simulated under cyclic loadings using crystal plasticity finite element coupled with the XFEM. The result shows that the cracks in heat affected zone grow faster than that in the welded zone. Short crack propagation dominated by dislocation activity takes approximately 4 to 5 grains, followed by long crack propagation which is unrelated to dislocation activity and the growth direction kept an angle to the loading direction (45°-51°). Experimentally observed deflections within grains and at grain boundaries, retardation at grain boundaries are captured by the simulation.

本文使用晶体塑性有限元和 XFEM 对焊接件在循环载荷下的裂纹扩展行为进行了模拟。结果表明,热影响区的裂纹比焊接区的裂纹增长更快。以位错活动为主的短裂纹扩展大约需要 4 至 5 个晶粒,随后是与位错活动无关的长裂纹扩展,其生长方向与加载方向成一定角度(45°-51°)。实验观察到的晶粒内和晶粒边界处的偏移以及晶粒边界处的迟滞都被模拟捕捉到了。
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引用次数: 0
Long-term deterioration behavior of round-end hollow piers during cyclic solar radiation 圆端空心墩在循环太阳辐射下的长期劣化行为
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-30 DOI: 10.1016/j.engfracmech.2024.110436

Reinforced concrete (RC) hollow piers are inevitably impacted by solar radiation during their service life. However, normal investigation approaches are inadequate for characterizing the long-term degeneration of RC structures under cyclic solar radiation. In this article, a novel elastoplastic-thermodynamic numerical approach has been suggested for evaluating the long-term deterioration behavior of hollow piers during cyclic solar radiation and ambient temperature fluctuations. The findings suggest thermal effect caused by solar radiation and ambient temperature fluctuations might cause the pier surface concrete to crack. The maximum first principal strain of pier surface concrete in July is approximately 1.21 times greater than the concrete peak tensile strain. Tensile damage of pier concrete rises with cyclic times of solar radiation. Tensile damage of surface concrete rose from 0.495 to 0.566 and 0.610, as exposure time increased from 1 to 10 and 100 years. Reducing the surface short wave absorption rate, increasing concrete specific heat, and decreasing pier wall thickness is beneficial to minimizing long-term tensile damage of pier concrete.

钢筋混凝土(RC)空心墩在其使用寿命期间不可避免地会受到太阳辐射的影响。然而,普通的研究方法不足以描述循环太阳辐射下 RC 结构的长期退化。本文提出了一种新型弹塑性-热力学数值方法,用于评估空心墩在循环太阳辐射和环境温度波动下的长期退化行为。研究结果表明,太阳辐射和环境温度波动引起的热效应可能导致桥墩表面混凝土开裂。7 月份桥墩表面混凝土的最大第一主应变约为混凝土峰值拉应变的 1.21 倍。墩台混凝土的拉伸破坏随太阳辐射的周期性时间而增加。随着暴露时间从 1 年增加到 10 年和 100 年,表面混凝土的拉伸破坏从 0.495 增加到 0.566 和 0.610。降低表面短波吸收率、增加混凝土比热和减小墩壁厚度有利于最大限度地减少墩台混凝土的长期拉伸破坏。
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引用次数: 0
Study on the creep crack growth testing of metals based on direct and indirect methods 基于直接和间接方法的金属蠕变裂纹生长测试研究
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-28 DOI: 10.1016/j.engfracmech.2024.110435

Research on creep crack growth in defective materials or structures at high temperatures is essential for structural security evaluations. As the creep displacement rates of the specimens are estimated using the stress intensity factor KI and plastic J-integral JP, the traditional ASTM method is essentially an indirect method and some limitations have been discovered in previous studies. Based on the quasi-static load–displacement and creep displacement rate models for specimens with mode-I crack, an indirect method for creep crack growth testing is proposed according to the derived formula of elastic and plastic displacement rate and a direct method that obtains the creep crack growth rate of materials using only the crack length a. Furthermore, an iterative method for obtaining the real-time crack length through displacement–time curves was discussed by combining the indirect and direct methods. The proposed methods were verified using the results of finite element analysis (FEA) and experimental results for various materials. These results show that the direct method for creep crack growth testing is simpler and more effective than the indirect method, and the results predicted by the new methods are consistent with those obtained using traditional and literature-based methods.

对高温下缺陷材料或结构的蠕变裂纹生长进行研究对于结构安全性评估至关重要。由于试样的蠕变位移速率是利用应力强度因子 KI 和塑性 J 积分 JP 估算的,传统的 ASTM 方法本质上是一种间接方法,在以往的研究中也发现了一些局限性。基于模态 I 裂纹试样的准静态载荷-位移和蠕变位移速率模型,根据推导出的弹性和塑性位移速率公式,提出了一种蠕变裂纹生长测试的间接方法,以及一种仅利用裂纹长度 a 即可获得材料蠕变裂纹生长速率的直接方法,并结合间接方法和直接方法,讨论了一种通过位移-时间曲线获得实时裂纹长度的迭代方法。利用有限元分析(FEA)结果和各种材料的实验结果对所提出的方法进行了验证。这些结果表明,蠕变裂纹生长测试的直接方法比间接方法更简单、更有效,而且新方法预测的结果与使用传统方法和基于文献的方法预测的结果一致。
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引用次数: 0
Application of the size effect law to the determination of R-curves for transverse cracking in polymer matrix composite laminates using single edge notched bend specimens 应用尺寸效应定律,利用单边缺口弯曲试样确定聚合物基复合材料层压板横向开裂的 R 曲线
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-08-28 DOI: 10.1016/j.engfracmech.2024.110425

The R-curves for transverse cracking could be determined based on the size effect law using SENB specimens, where the R-curves determined by the size effect law were consistent with those determined by the compliance method. The crack growth resistance in the steady-state and the crack extension at the onset of the steady-state of carbon-fiber/epoxy laminates, T800S/2592, were determined to be 0.22 N/mm and 0.36 mm, respectively. The crack growth stability in SENB specimens depended not only on the load control method but also on the specimen geometry, whereas a unique R-curve could be obtained regardless of the crack growth stability.

使用 SENB 试样可根据尺寸效应定律确定横向开裂的 R 曲线,其中尺寸效应定律确定的 R 曲线与顺应性方法确定的 R 曲线一致。经测定,碳纤维/环氧层压板 T800S/2592 的稳态裂纹生长阻力和稳态开始时的裂纹扩展阻力分别为 0.22 N/mm 和 0.36 mm。SENB 试样的裂纹生长稳定性不仅取决于载荷控制方法,还取决于试样的几何形状,而无论裂纹生长稳定性如何,都能获得独特的 R 曲线。
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引用次数: 0
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Engineering Fracture Mechanics
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