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Informatics-enhanced prediction of failure strength in skeletal muscle tissue 通过信息学增强预测骨骼肌组织的破坏强度
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-08 DOI: 10.1016/j.engfracmech.2024.110476

Skeletal muscles are susceptible to injury during daily activities and competitive sports. Reliable prediction of tissue failure strength is a major challenge due to the large uncertainty in the mechanical behavior of skeletal muscle tissue. The present study reveals a strong correlation between histological characteristics and skeletal muscle failure strength by means of mechanical and histological experiments. We propose a data-driven hybrid modeling approach that enables an effective integration of data science and informatics tools to capture tissue failure strength. Uncertainty in the tissue failure strength is propagated into the posterior information of reduced model parameters via the Bayesian inference framework and parameter space compression. A histological enhancement to the softening hyperelasticity model is made by linking a quantified tissue-scale histological characteristic and stiff model parameters using artificial neural networks. The model is applied to skeletal muscle tissue from different species and sites to assess its predictive capabilities for physiological differences. The results show that the approach can achieve reliable predictions of skeletal muscle tissue failure strength. The proposed approach can be extended to different scales to enrich the understanding of structure–property linkages for biomaterials.

骨骼肌在日常活动和竞技运动中很容易受伤。由于骨骼肌组织的机械行为具有很大的不确定性,因此可靠地预测组织破坏强度是一项重大挑战。本研究通过力学和组织学实验揭示了组织学特征与骨骼肌破坏强度之间的密切联系。我们提出了一种数据驱动的混合建模方法,可有效整合数据科学和信息学工具,以捕捉组织破坏强度。组织破坏强度的不确定性通过贝叶斯推理框架和参数空间压缩传播到模型参数的后验信息中。通过使用人工神经网络将量化的组织尺度组织学特征和僵硬模型参数联系起来,对软化超弹性模型进行了组织学增强。该模型应用于不同物种和部位的骨骼肌组织,以评估其对生理差异的预测能力。结果表明,该方法可以可靠地预测骨骼肌组织的破坏强度。建议的方法可扩展到不同尺度,以丰富对生物材料结构-性能联系的理解。
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引用次数: 0
Effect of microstructural anisotropy and test pressure on the hydrogen embrittlement of a Hot-Rolled DSS 2205 微结构各向异性和试验压力对热轧 DSS 2205 氢脆的影响
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-07 DOI: 10.1016/j.engfracmech.2024.110462

The excellent anti-corrosion resistance properties of duplex stainless steels (DSS) have made it a great choice material for engineering applications in corrosive environments. But it is still necessary to broaden the knowledge of these materials in hydrogen environments to know its susceptibility to embrittlement and the effects on mechanical properties. This paper focuses on studying the mechanical behaviour of DSS grade 2205 by means of tensile tests in pure hydrogen gas environment at different pressures (in-situ testing), avoiding electrochemical or ex-situ procedures that introduce uncertainties. Standard smooth and notched specimens following ASTM G142 have been used. Specimens have been machined in longitudinal and transversal orientations from a hot-rolled plate to study the anisotropy. The results show the influence of orientation on the mechanical properties. The tests at pressures ranging from 35 bar to 140 bar in hydrogen have a huge impact reducing the mechanical properties of DSS 2205 compared to tests in inert environments. Moreover, the failure mechanisms have been analyzed founding brittle behaviour characteristic of HE.

双相不锈钢(DSS)具有出色的耐腐蚀性能,是腐蚀环境中工程应用的理想材料。但仍有必要拓宽这些材料在氢环境中的知识面,以了解其易脆性及其对机械性能的影响。本文主要通过在不同压力的纯氢气环境中进行拉伸试验(原位测试)来研究 DSS 2205 级材料的机械性能,避免使用会带来不确定性的电化学或原位程序。试验采用了符合 ASTM G142 标准的标准光滑和缺口试样。为研究各向异性,从热轧板上加工出纵向和横向试样。结果显示了取向对机械性能的影响。与在惰性环境中进行的试验相比,在 35 巴到 140 巴的氢气压力下进行的试验大大降低了 DSS 2205 的机械性能。此外,还对失效机制进行了分析,发现了 HE 的脆性特征。
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引用次数: 0
An uncoupled ductile fracture criterion for a wide range of stress states in sheet metal forming failure prediction 适用于金属板成型失效预测中各种应力状态的非耦合韧性断裂准则
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-07 DOI: 10.1016/j.engfracmech.2024.110464

In industrial production, sheet metal rupture will inevitably occur in the process of forming, especially in the shape of complex, relatively small thickness of the sheet. It is vital to accurately predict the failure of ductile metals under various working conditions. To deal with the problem, an uncoupled ductile fracture criterion (DFC) for a broad range of stress states is proposed based on the micro-mechanism of ductile fracture of metals, which redefines the relationship between the number of void nucleating and the equivalent plastic strain and takes into account the different deformation modes of the voids in the growth stage. Then, in order to verify the validity and advantages of the proposed DFC, the 3D fracture surface of AA 2024-T351 and AISI 1045 steel are constructed by the new criterion based on their fracture data under various stress states, and compared with the commonly used DF2016 criterion and Hu criterion. The prediction results show that the new criterion is better than them, both in terms of the maximum prediction error and the average prediction error. Furthermore, to further prove the effectiveness of the proposed model, five samples are designed for tension tests to calibrate the new DFC using a hybrid experimental–numerical approach, and the calibrated criterion is applied to cupping simulations of AA 6061 and compared with cupping experimental results. The results indicate that the Erichsen cupping number (IE) of the cupping simulation and experiment are 6.88 mm and 7.05 mm, respectively, and the error between them is only 2.411 %, and the location of the fracture is also basically the same. Therefore, all comparison results show that the proposed DFC can forecast the fracture problem in sheet forming more accurately under various stress states.

在工业生产中,金属板材在成型过程中难免会发生断裂,尤其是形状复杂、厚度相对较小的板材。如何准确预测韧性金属在各种工况下的断裂至关重要。为了解决这个问题,我们根据金属韧性断裂的微观机制,重新定义了空洞成核数量与等效塑性应变之间的关系,并考虑了空洞在生长阶段的不同变形模式,提出了一种适用于广泛应力状态的非耦合韧性断裂准则(DFC)。然后,为了验证所提出的 DFC 的有效性和优势,根据 AA 2024-T351 和 AISI 1045 钢在各种应力状态下的断裂数据,用新准则构建了它们的三维断裂面,并与常用的 DF2016 准则和 Hu 准则进行了比较。预测结果表明,无论是最大预测误差还是平均预测误差,新准则都优于它们。此外,为了进一步证明所提模型的有效性,还设计了五个样品进行拉伸试验,采用实验-数值混合方法对新的 DFC 进行校准,并将校准后的准则应用于 AA 6061 的杯突模拟,与杯突实验结果进行比较。结果表明,杯突模拟和实验的埃里希森杯突数(IE)分别为 6.88 mm 和 7.05 mm,两者之间的误差仅为 2.411 %,断裂位置也基本一致。因此,所有比较结果表明,所提出的 DFC 可以在各种应力状态下更准确地预测板材成形中的断裂问题。
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引用次数: 0
On the importance of the cracking process description for dynamic crack initiation simulation 开裂过程描述对动态裂纹起始模拟的重要性
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-07 DOI: 10.1016/j.engfracmech.2024.110473

A dynamic implementation of the coupled criterion under quasi-static loading, based only on the mean velocity during crack initiation, is proposed. It relies on a simultaneous node release method. It consists of computing the dynamic incremental energy release rate by simultaneously opening a crack of a finite length during a given time increment rather than progressively opening smaller crack increments following a velocity profile as in the progressive node release method. Both methods result in significantly different kinetic energy variations as a function of the crack length, and thus different incremental energy release rates for large enough crack velocities, for which the kinetic energy magnitude is similar to the elastic strain energy magnitude. Both simultaneous node release method and progressive node release method can however be equivalently used for small enough crack velocities since similar incremental energy release rates are obtained with both methods. Inverse identification of fracture properties based on dynamic crack initiation at a hole in Brazilian disk specimens yields critical energy release rates in the same order of magnitude as the one obtained based on dynamic crack propagation modeling.

本文提出了准静态加载条件下的耦合准则动态实施方案,该方案仅基于裂纹萌发过程中的平均速度。它依赖于同步节点释放法。该方法是通过在给定时间增量内同时打开有限长度的裂缝来计算动态增量能量释放率,而不是像渐进节点释放法那样按照速度曲线逐步打开较小的裂缝增量。这两种方法导致动能变化与裂缝长度的函数关系明显不同,因此在裂缝速度足够大时,增量能量释放率也不同,在这种情况下,动能大小与弹性应变能大小相似。然而,对于足够小的裂缝速度,同步节点释放法和渐进节点释放法可以等效使用,因为两种方法都能获得相似的增量能量释放率。根据巴西圆盘试样孔洞处的动态裂纹起始点对断裂特性进行反识别,可获得与动态裂纹扩展模型相同数量级的临界能量释放率。
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引用次数: 0
Failure mechanism of transversely isotropic schist under Brazilian test using real-time X-ray nano tomography scanning 利用实时 X 射线纳米层析成像技术扫描巴西试验下横向各向同性片岩的破坏机理
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-07 DOI: 10.1016/j.engfracmech.2024.110465

The study tries to address Brazilian tests on a transversely isotropic rock to investigate failure conditions by using digital volume correlation (DVC). For this purpose, an in-situ Brazilian apparatus in a nano- X-ray computed tomography (CT) scanner is applied to investigate the 3D progressive failure mechanism of the schist. Two different anisotropy angles are tested. CT scans are conducted at every selected loading stage before peak load. DVC analyzes the constructed X-ray CT images to determine the effect of schistosity orientation on failure mechanism, including crack initiation and propagation. A calibration method is presented to verify DVC parameters, including the half size of the correlation window and the space between two sub-volumes. Using DVC, 3D deviatoric strain field, strain contours, and displacement increment are determined at all stages of loading. A CT value-based method (VG Studio) is also applied to validate the DVC results. It is found that the layer boundaries affect the failure pattern, with the agreement between the DVC results and VG Studio results being observed. For the specimen with horizontal layers, the crack initiates at the center part at the lower density layer and finishes out of the center. Also, for the specimen with horizontal layers, the crack initiates and propagates at the boundary of two layers out of the middle line of the specimen. These asymmetry failures are due to the heterogeneity of layers. The study also shows the type of failure using DVC by monitoring displacement increment vectors near the crack location.

本研究尝试在巴西对横向各向同性的岩石进行测试,利用数字体积相关性(DVC)研究破坏条件。为此,在纳米 X 射线计算机断层扫描(CT)扫描仪中应用了巴西原位仪器,以研究片岩的三维渐进破坏机制。测试了两种不同的各向异性角度。在峰值载荷之前的每个选定加载阶段进行 CT 扫描。DVC 对构建的 X 射线 CT 图像进行分析,以确定片理取向对破坏机制的影响,包括裂纹的产生和扩展。介绍了一种校准方法来验证 DVC 参数,包括相关窗口的一半大小和两个子卷之间的空间。利用 DVC,可确定加载各阶段的三维偏离应变场、应变等值线和位移增量。基于 CT 值的方法(VG Studio)也用于验证 DVC 结果。研究发现,层边界会影响破坏模式,DVC 结果与 VG Studio 结果之间存在一致性。对于有水平层的试样,裂纹从较低密度层的中心部分开始,并从中心部分结束。此外,对于有水平层的试样,裂纹在两层边界处产生并向试样中线外扩展。这些不对称失效是由于层的异质性造成的。研究还通过监测裂纹位置附近的位移增量矢量,利用 DVC 显示了失效类型。
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引用次数: 0
High-temperature LCF behaviour of Gaussian-pitted high-strength high-ductility steel rebars 高斯坑纹高强度高韧性钢筋的高温 LCF 性能
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-06 DOI: 10.1016/j.engfracmech.2024.110460

Fatigue of high-strength high-ductility steel rebars under pitting corrosion and high-temperature remains largely unknown, specifically concerning temperature-dependent pit sensitivity effects, limiting their widespread adoption despite advantages. This study performs high-temperature, low-cycle fatigue tests on Fe 500D rebars with Gaussian pits. Moreover, experimental results are compared with average strain energy density method, augmented with fractography-based, temperature-dependent parameter models, including exponential pit sensitivity function. Results show accelerated cyclic softening, with up to 94% and 91% reductions in fatigue life and energy dissipation capacity in corroded rebars, respectively. The findings enhance fatigue life predictions, aiding the design of more resilient and safer structures.

高强度高传导性钢筋在点蚀和高温条件下的疲劳问题在很大程度上仍不为人所知,特别是与温度相关的凹坑敏感性效应,这限制了它们的广泛应用,尽管它们有很多优点。本研究对具有高斯凹坑的 Fe 500D 螺纹钢进行了高温、低循环疲劳试验。此外,还将实验结果与平均应变能量密度法进行了比较,并采用了基于分形的温度相关参数模型,包括指数凹坑灵敏度函数。结果表明,循环软化加速,腐蚀钢筋的疲劳寿命和耗能能力分别降低了 94% 和 91%。这些发现增强了疲劳寿命预测,有助于设计更有弹性、更安全的结构。
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引用次数: 0
Temporal-spatial evolution characteristics of defective coal fracture based on electric potential and multifractal characterization 基于电动势和多分形表征的缺陷煤裂缝时空演化特征
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-06 DOI: 10.1016/j.engfracmech.2024.110443

The primary defects in coal are critical factors that induce geological disasters. Accurately predicting and identifying local damage in these defects is essential for the safe mining of underground engineering. In this paper, uniaxial compression tests were conducted on defective coal, and acoustic emission (AE) and electric potential (EP) were tested simultaneously. The mechanical behavior and failure characteristics were studied, the EP and AE features were analyzed, and the temporal-spatial features of the EP multifractal were revealed. The results indicate that external loads significantly stimulate both AE and EP responses in the coal sample, which correlate well with stress changes. As the defect dip angle increases, high-amplitude AE signals gradually decrease, and the main frequency distribution of AEs shifts from a full frequency range to a mid-low frequency range. The EP signals of each channel correspond closely with its corresponding strain evolutions, and the EP signals near the local damage area exhibit regions of high-value abnormal Δαe and low-value abnormal Δf(αe). When macroscopic fracturing occurs, Δαe shows a fluctuating increase, while Δf(αe) shows a fluctuating decrease. The spatiotemporal distribution of Δαe and Δf(αe) corresponds well with the stress levels and local damage in the sample. These research results provide significant theoretical guidance for the early warning and precise identification of geological disasters.

煤炭中的主要缺陷是诱发地质灾害的关键因素。准确预测和识别这些缺陷的局部破坏对地下工程的安全开采至关重要。本文对缺陷煤进行了单轴压缩试验,并同时测试了声发射(AE)和电动势(EP)。研究了其力学行为和破坏特征,分析了 EP 和 AE 的特征,并揭示了 EP 多分形的时空特征。结果表明,外部载荷会明显刺激煤样中的 AE 和 EP 响应,这与应力变化有很好的相关性。随着缺陷倾角的增大,高幅 AE 信号逐渐减小,AE 的主频分布从全频段向中低频段转移。各通道的 EP 信号与其对应的应变演变密切相关,局部损伤区域附近的 EP 信号呈现出高值异常 Δαe 和低值异常 Δf(αe)区域。当发生宏观断裂时,Δαe 呈波动上升,而 Δf(αe)则呈波动下降。Δαe和Δf(αe)的时空分布与样品的应力水平和局部损伤非常吻合。这些研究成果为地质灾害的预警和精确识别提供了重要的理论指导。
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引用次数: 0
Recoverability degradation of adhesion between soft matters under uniaxial cyclic bonding–debonding: Modified cohesive interface model and numerical implementation 单轴循环粘合-脱粘作用下软物质间粘附力的可恢复性退化:修正的内聚界面模型与数值实现
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-05 DOI: 10.1016/j.engfracmech.2024.110444

The main objective of this work is to propose a partial recoverable cohesive interface model, coupled with a bi-potential contact algorithm, to simulate the phenomenon of adhesion recoverability degradation under cyclic bonding–debonding between hyperelastic bodies. For this end, the proposed adhesion recoverability degradation model is constructed by defining the recovery of interface damage during the rebonding when two bodies come into contact, and a degradation factor related to the number of bonding–debonding cycles is introduced into the fully recoverable adhesion model to reduce energy dissipation after multiple cycles. Recoverability degradation includes adhesive stiffness and strength degradation, which is physically described as parallel, series and mixed arrays of adhesive bonds. Then, a finite element framework coupling the adhesion recoverability degradation model and the bi-potential contact algorithm is proposed, with Mooney–Rivlin hyperelastic material used to describe the soft matters. This framework is implemented in an in-house finite element code, with numerical examples demonstrating the model’s reliability. The proposed approach could be applied to investigate interfacial adhesion effects in fields such as flexible electronics and intelligent robotics.

这项工作的主要目的是提出一种部分可恢复内聚界面模型,并结合双电位接触算法,模拟超弹性体之间循环粘合-脱粘过程中的粘附恢复性退化现象。为此,通过定义两体接触时再粘合过程中界面损伤的恢复,构建了所提出的粘附恢复性退化模型,并在完全恢复粘附模型中引入了与粘合-脱粘循环次数相关的退化因子,以减少多次循环后的能量耗散。可恢复性退化包括粘合刚度和强度退化,物理描述为粘合剂粘接的并联、串联和混合阵列。然后,提出了一种将粘附恢复性退化模型和双电位接触算法耦合的有限元框架,并使用穆尼-里夫林超弹性材料来描述软物质。该框架已在内部有限元代码中实现,并通过数值示例证明了模型的可靠性。所提出的方法可用于研究柔性电子和智能机器人等领域的界面粘附效应。
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引用次数: 0
Fracture failure analysis of DZ125 directionally solidified superalloy under combined high and low cycle fatigue 高低循环疲劳下 DZ125 定向凝固超合金的断裂失效分析
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-04 DOI: 10.1016/j.engfracmech.2024.110459

Fracture failure behaviors of DZ125 directionally solidified nickel-base superalloy under combined high and low cycle fatigue (CCF) loads are investigated in this study. It is found that competitive cracking behaviors are present in DZ125 alloy while subjected to different CCF loads. An increase in the maximum low-cycle fatigue (LCF) nominal stress or high-cycle fatigue (HCF) stress amplitude results in a transition of crack initiation sites from subsurface pores or carbides to surface oxides. As the cycle ratio of HCF to LCF rises, crack initiation sites shift from subsurface carbides to surface oxides.

本研究调查了 DZ125 定向凝固镍基超级合金在高低循环疲劳(CCF)组合载荷下的断裂失效行为。研究发现,DZ125 合金在承受不同 CCF 载荷时存在竞争性开裂行为。最大低循环疲劳(LCF)名义应力或高循环疲劳(HCF)应力振幅的增加导致裂纹起始点从表面下的孔隙或碳化物过渡到表面氧化物。随着 HCF 与 LCF 周期比的增加,裂纹起始点也从表层下碳化物转移到表面氧化物。
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引用次数: 0
Creep reliability assessment of structural components at elevated temperatures considering the time dependent feature of representative stress 考虑代表性应力随时间变化的特点,对高温下结构部件的蠕变可靠性进行评估
IF 4.7 2区 工程技术 Q1 MECHANICS Pub Date : 2024-09-03 DOI: 10.1016/j.engfracmech.2024.110458

Creep reliability assessment of structural components at elevated temperatures is essential to guarantee the long-term safe operation of the system. Current studies are limited to continuum damage mechanics methods at the material level, while the reliability assessment method for creep design at the component level is rarely reported. In this work, the framework for creep reliability assessment of structural components is extended, where the time dependent feature of the representative stress is included. The effect of the time dependent feature of the representative stress on creep reliability assessment is discussed. Sensitivity analyses of material parameters on creep reliability assessment results are conducted based on the Sobol and Morris global methods. Results indicate that for the same creep design life, the component presents a higher failure probability when the time dependent feature of the representative stress is considered. Parameters D and d in the creep rupture life equation have more significant effects on creep rupture life than other parameters for the case studied.

对高温下的结构部件进行蠕变可靠性评估对于保证系统的长期安全运行至关重要。目前的研究仅限于材料层面的连续损伤力学方法,而部件层面的蠕变设计可靠性评估方法却鲜有报道。在这项工作中,对结构部件蠕变可靠性评估框架进行了扩展,其中包括代表应力的时间依赖性特征。讨论了代表应力随时间变化的特点对蠕变可靠性评估的影响。根据 Sobol 和 Morris 全局方法,对材料参数对蠕变可靠性评估结果的敏感性进行了分析。结果表明,在蠕变设计寿命相同的情况下,如果考虑到代表应力的时间依赖性特征,部件的失效概率会更高。在所研究的案例中,蠕变断裂寿命方程中的参数 D 和 d 比其他参数对蠕变断裂寿命的影响更大。
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引用次数: 0
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Engineering Fracture Mechanics
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