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Mode I/II-combined fracture condition of western hemlock characterized using an asymmetrical four-point fracture test of a side-grooved sample 通过侧槽试样的不对称四点断裂试验,表征了铁杉I/ ii型复合断裂状态
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-27 DOI: 10.1016/j.engfracmech.2026.111899
Hiroshi Yoshihara, Makoto Maruta
Mode I/II combined fracture behavior of western hemlock was characterized using asymmetrical four-point fracture (AFPF) tests on side-grooved samples. The Mode I/II combination ratios were controlled by horizontally shifting the crack location in the sample, and the Mode I/II initiation stress intensity factors (SIFs) were determined under various combination ratios. In addition, mixed-mode bending (MMB) tests were conducted to validate the AFPF results. The relationships between the Mode I and Mode II critical SIFs characterized from both the AFPF and MMB tests could be approximated into elliptical functions, indicating that the AFPF test is effective for obtaining initiation SIFs under Mode I/II combined fracture conditions. When the characterization is limited to initiation SIFs, the AFPF test is more advantageous than the MMB test because the Mode I/II combination ratios can be varied more easily without large-scale equipment inevitably required for the MMB testing.
采用不对称四点断裂(AFPF)试验对铁杉的I/II型复合断裂行为进行了表征。通过水平移动试样中的裂纹位置来控制I/II型组合比,并确定不同组合比下的I/II型起始应力强度因子(SIFs)。此外,还进行了混模弯曲(MMB)试验来验证AFPF的结果。从AFPF和MMB试验中得到的I型和II型临界SIFs之间的关系可以近似为椭圆函数,表明AFPF试验对于获得I/II型复合断裂条件下的起始SIFs是有效的。当表征仅限于起始SIFs时,AFPF测试比MMB测试更有利,因为模式I/II组合比可以更容易地改变,而无需MMB测试不可避免地需要大型设备。
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引用次数: 0
On the role of damage driving forces in scalar damage models for dynamic crack growth in 2D and 3D media 二维和三维介质中动态裂纹扩展的标量损伤模型中损伤驱动力的作用
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-28 DOI: 10.1016/j.engfracmech.2026.111900
Thu Hien Tran , Hung Thanh Tran , Tinh Quoc Bui
This paper introduces an efficient local damage framework for numerically analyzing time-dependent crack growth in brittle and quasi-brittle materials under dynamic loading. The core of the approach utilizes a classical scalar damage model with an explicit dynamic solver and an energy-based regularization technique to circumvent mesh dependency while avoiding high computational costs. In fact, using the explicit solver for isotropic damage theory requires no system of equations to be solved; all calculations are performed through straightforward updates of the kinematic fields, history variables, and local damage variables, without any matrix inversion. We compare the performance of four different equivalent strain measures including the smooth Rankine, modified von Mises, enhanced bi-energy norm, and Mazars to identify the most suitable models for predicting dynamic fracture phenomena like mixed-mode shearing, crack branching, and fragmentation in two-dimensional and three-dimensional solids. The results show that the smooth Rankine norm demonstrates the best compatibility across challenging fracture problems. The modified von Mises and enhanced bi-energy norms also perform well when properly parameterized. In contrast, the Mazars strain norm shows notable limitations.
本文介绍了一种有效的局部损伤框架,用于动态加载下脆性和准脆性材料随时间裂纹扩展的数值分析。该方法的核心是利用经典的带有显式动态求解器的标量损伤模型和基于能量的正则化技术来避免网格依赖,同时避免高计算成本。事实上,使用各向同性损伤理论的显式求解器不需要求解方程组;所有的计算都是通过直接更新运动学场、历史变量和局部损伤变量来完成的,不需要任何矩阵反演。我们比较了光滑Rankine、改进von Mises、增强双能范数和Mazars四种不同等效应变测量的性能,以确定最适合预测二维和三维固体中混合模式剪切、裂纹分支和破碎等动态断裂现象的模型。结果表明,光滑朗肯范数在具有挑战性的断裂问题中表现出最佳的相容性。修正的von Mises规范和增强的双能规范在适当参数化时也表现良好。相比之下,Mazars应变规范显示出明显的局限性。
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引用次数: 0
Micro-mechanisms of ductile fracture in Q550 high-strength structural steel using X-ray μCT integrated with digital volume correlation (DVC) 基于数字体积相关(DVC)的x射线μCT分析Q550高强结构钢韧性断裂微观机制
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-23 DOI: 10.1016/j.engfracmech.2026.111884
Bo-chuan Jiang , Xin-yang Gao , Zhao-xia Qu , Liang-jiu Jia
Understanding ductile fracture behaviors of high-strength structural steel is essential for safe and efficient design of modern infrastructures. This study focused on fracture mechanisms and internal void evolution during ductile fracture of Q550 high-strength structural steel using in-situ X-ray computed tomography (CT) integrated with digital volume correlation (DVC) techniques. The results demonstrate that fracture is governed by void nucleation, growth, and coalescence, driven by significant strain localization around big voids after necking. A progressive increase in porosity from 0.006‰ to 0.96‰ within the region of interest (ROI), with over 95% of voids nucleating in the post-necking stage. The evolution of voids is strongly dependent on local plastic strain. Voids within the strain-concentrated necking region undergo significant volumetric growth and morphological change, while those outside remain nearly spherical. Incremental DVC analyses quantify this strain localization and reveal concurrent damage accumulation within the necking center and elastic unloading in surrounding regions in the post-necking stage. In the final stage before fracture, local strain in the necking center exceeds 25%, far above the global average of 14.7%. The resulting high stress triaxiality promotes multi-directional void growth (in the X-, Y-, and Z-axis directions) and facilitates coalescence, initiating transverse micro-cracks that progressively reduce the load-bearing cross-section. Fractographic analysis of the cup-and-cone morphology confirms a void-mediated mechanism, with dimples in the central fibrous zone providing direct evidence of coalescence preceding final failure. This work elucidates the intrinsic link between macroscopic strain localization, microscopic void evolution, and the ultimate ductile fracture in high-strength steel.
了解高强结构钢的韧性断裂行为对现代基础设施的安全高效设计至关重要。采用原位x射线计算机断层扫描(CT)和数字体积相关(DVC)技术对Q550高强度结构钢韧性断裂的断裂机制和内部空洞演化进行了研究。结果表明,裂纹断裂主要受孔洞形核、生长和聚并控制,主要受颈缩后大孔洞周围的应变局部化驱动。在感兴趣区域内,孔隙度由0.006‰逐渐增加到0.96‰,95%以上的孔隙在后颈缩阶段成核。孔洞的演化与局部塑性应变密切相关。在应变集中的颈缩区域内的空洞发生了显著的体积增长和形态变化,而外部的空洞则保持近球形。增量DVC分析量化了这种应变局部化,揭示了后颈化阶段颈化中心的损伤累积和周边区域的弹性卸载。断裂前最后阶段,颈化中心局部应变超过25%,远高于全球平均水平14.7%。由此产生的高应力三轴性促进了多向空隙生长(在X、Y和z轴方向),并促进了聚并,形成横向微裂纹,逐渐减小了承载截面。对杯状和锥状形貌的断口分析证实了空洞介导的机制,中心纤维带的凹窝提供了最终破裂之前合并的直接证据。本研究阐明了高强钢宏观应变局部化、微观空洞演化与最终韧性断裂之间的内在联系。
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引用次数: 0
A 3D brittle fracture model with effect of microstructure, strain gradient and strain rate 考虑微观结构、应变梯度和应变速率影响的三维脆性断裂模型
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-27 DOI: 10.1016/j.engfracmech.2026.111867
Yipeng Rao , Quanzhang Li , Zhiqiang Yang , Meizhen Xiang
Based on the two-scale asymptotic expansion theory, we establish a dynamic fracture model for 3D micro-cracked materials which extends the previous 2D results presented by the authors in Rao (2022); Rao et al. (2023). Using the two-scale theory for 3D problems, an analytical formulation of dynamic energy release rate is obtained that includes additive contributions of macroscopic strain, strain gradient and strain rate. The coefficients of the strain, strain gradient and strain rate are related to the microstructural size and derivatives of the homogenized (effective) elastodynamics moduli, which are determined by solutions of elementary elastodynamics problems defined in a reference unit cell. The microdamage evolution equation is developed by combining the analytical formulation of dynamic energy release rate with the Griffith fracture law. In contrast to the two-dimensional case where the normalized microcrack length is used as the measure of microdamage, in the three-dimensional case, the normalized microcrack area is used as the measure of microdamage, and then, the dynamic evolution equation of the microdamage variable for 3D problems has the same form as that for 2D cases. We analyze the properties of the homogenized elastodynamics moduli and compare them with those in the 2D cases. The coupling of microstructure size, strain gradient and strain rate are analyzed by examining local material responses and spallation experiment. The finite element simulations based on the model are well validated against available experimental results and previous reports.
基于双尺度渐近展开理论,我们建立了三维微裂纹材料的动态断裂模型,该模型扩展了Rao(2022)作者先前提出的二维结果;Rao等人(2023)。利用三维问题的双尺度理论,得到了包含宏观应变、应变梯度和应变速率加性贡献的动态能量释放率解析表达式。应变系数、应变梯度系数和应变速率系数与微观结构尺寸和均质(有效)弹性动力学模量的导数有关,它们由参考单元胞中定义的初等弹性动力学问题的解决定。将动态能量释放率解析公式与Griffith断裂定律相结合,建立了微损伤演化方程。在二维情况下,采用归一化微裂纹长度作为微损伤的度量,而在三维情况下,采用归一化微裂纹面积作为微损伤的度量,则三维问题的微损伤变量的动态演化方程与二维情况相同。我们分析了均匀化弹性动力学模量的性质,并与二维情况下的模量进行了比较。通过局部材料响应和剥落实验,分析了微观结构尺寸、应变梯度和应变速率的耦合关系。基于该模型的有限元模拟结果与已有的实验结果和前人的报道相比较,得到了很好的验证。
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引用次数: 0
Analysis of damage and fracture mechanisms in quartzite with different inclination angles under liquid oxygen phase change-induced fracturing 不同倾角石英岩液氧相变压裂损伤及破裂机理分析
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-22 DOI: 10.1016/j.engfracmech.2026.111880
Yan-bing Wang , Dai-rui Fu , Xiao-yan Zhao , Xiao-guang Zhou , Qing-wen Li , Xiao Wang , Tie-jun Tao
To address the unresolved damage mechanisms and unclear fracture propagation laws of jointed rock masses subjected to gas-expansion-induced rock breaking, a series of liquid-oxygen phase-transition fracturing model tests combined with X-ray CT–based three-dimensional reconstruction were conducted. The damage evolution characteristics of rock masses with different structural configurations under high-pressure gas loading were systematically investigated, and the dynamic propagation behavior and three-dimensional spatial distribution of blast-induced fractures were revealed. The results indicate that the joint inclination angle reconstructs the energy distribution pattern by regulating the reflection–refraction behavior of stress waves. With increasing joint inclination, the strain response exhibits alternating tensile–compressive characteristics, manifested by enhanced tensile strain peaks and attenuated compressive strain peaks, which in turn drive the systematic evolution of fracture geometric parameters: the average fracture width increases monotonically, the average fracture orientation angle continuously decreases, while the surface density and crushed-zone area show pronounced nonlinear variations. Fracture network parameters respond in a differentiated manner: the fracture surface area, fracture volume, and fracture ratio reach peak values at specific inclination angles, whereas fracture length, width, and equivalent diameter increase monotonically. Furthermore, a coupled damage–porosity heterogeneity characterization index is proposed, quantitatively revealing the nonlinear decay laws of the volumetric fractal dimension and damage degree under the gradient control of joint inclination. This index effectively characterizes the coupling mechanism between damage propagation and pore structure evolution in jointed rock masses subjected to gas-driven fracturing.
针对节理岩体气胀破岩损伤机制不明确、裂缝扩展规律不明确等问题,开展了一系列液氧相变压裂模型试验,并结合x射线ct三维重建。系统研究了高压气体荷载作用下不同结构形态岩体的损伤演化特征,揭示了爆破裂隙的动态扩展行为和三维空间分布。结果表明,节理倾角通过调节应力波的反射-折射行为,重构了应力波的能量分布模式。随着节理倾角的增大,应变响应呈现拉压交变特征,表现为拉应变峰值的增强和压应变峰值的减弱,从而驱动裂缝几何参数的系统演化:平均裂缝宽度单调增加,平均裂缝取向角不断减小,表面密度和破碎区面积呈现明显的非线性变化。裂缝网络参数的响应具有差异性:裂缝表面积、裂缝体积和裂缝比在特定倾角处达到峰值,而裂缝长度、裂缝宽度和等效直径单调增加。在此基础上,提出了损伤-孔隙非均质耦合表征指标,定量揭示了节理倾角梯度控制下体积分形维数和损伤程度的非线性衰减规律。该指标有效表征了气致压裂节理岩体损伤扩展与孔隙结构演化的耦合机制。
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引用次数: 0
Analytical solutions for the initial and periodic fracture of hard roof in longwall mining considering progressive deterioration of coal seam stiffness 考虑煤层刚度逐渐退化的长壁开采硬顶板初始断裂和周期性断裂解析解
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-23 DOI: 10.1016/j.engfracmech.2026.111876
Peinan Wu , Qiang Zhang , Kai Huang , YueJin Zhou , HaiXu Xu , Kai Wang
The mechanical response of the roof and coal seam is important to the stability control in coal mining engineering. Given the nonlinear evolution of overburden pressure and the variation in coal seam stiffness caused by mining, the roof-coal seam was discretized into a series of smaller segments, characterized by linear roof pressure and constant foundation stiffness. The analytical solutions for the mechanical response of each segment were derived using the governing equations for the initial and periodically fractured roof. Using an iterative numerical algorithm, integral coefficients and exact foundation stiffness values were determined based on the evolution of progressive degradation in coal seam stiffness. The theoretical results show good agreement with existing numerical and analytical solutions. The degradation of coal seam stiffness leads to a non-monotonic evolution of bearing pressure, initially increasing, followed by a decrease, which aligns closely with field-monitored data. The sensitivity analysis further revealed that overburden pressure, roof thickness, and coal seam thickness exert a significant influence on deflection and internal forces of the roof. The proposed solution offers theoretical guidance for safety evaluation and hydraulic support design in longwall mining.
在煤矿工程中,顶板和煤层的力学响应是稳定控制的重要内容。考虑到覆岩压力的非线性演化和开采引起的煤层刚度变化,将顶板-煤层离散为一系列较小的分段,顶板压力为线性,基础刚度为恒定。利用初始破断和周期性破断顶板的控制方程,推导出各段的力学响应解析解。基于煤层刚度逐渐退化的演化过程,采用迭代数值算法确定了积分系数和精确的基础刚度值。理论结果与已有的数值解和解析解吻合较好。煤层刚度退化导致承压压力呈先升高后降低的非单调演化规律,与现场监测数据基本一致。敏感性分析进一步表明,覆岩压力、顶板厚度、煤层厚度对顶板挠度和内力有显著影响。为长壁开采的安全评价和液压支架设计提供了理论指导。
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引用次数: 0
Comprehensive mechanical evaluation of heat-treated AISI 4140 (ETD 150): fatigue behavior and novel indentation-based characterization of fracture toughness and hardness with relevance to rail steels 热处理AISI 4140 (etd150)的综合力学评价:疲劳行为和与轨道钢相关的基于压痕的断裂韧性和硬度的新表征
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-20 DOI: 10.1016/j.engfracmech.2026.111874
S.I. Okocha , M.T. Hendry , P.Y.B. Jar
This study investigates the fracture toughness (KJC) and hardness of heat-treated, cold-drawn AISI 4140 alloy (“e.t.d” 150) alongside three representative rail steels (JP, EV, and CZ) to comparatively evaluate their mechanical performance. Importance is placed on “e.t.d” 150 to assess its potentiality as a viable alternative material for rail steel applications based on current insights to rail steel material recycling and substitution. Fracture toughness (KJC) was assessed using a chamfered cylindrical flat-end and spherical indenter based on a novel virtual J-integral approach that minimizes the plastic J-integral component based on Irwin’s elastic solution, while hardness was obtained using only spherical indentation. A comparison between the KJC outcomes of both indenters are presented and discussed, showing preference to spherical indentation. The virtual J-integral approach with limit load analysis applied for estimating KJC in both indenters, incorporated stress triaxiality to account for pressure sensitivity and the hydrostatic pressure component in indentation testing. Results show that “e.t.d” 150 achieves fracture toughness and Brinell hardness values comparable to rail steels, particularly suitable for curved track sections where wear resistance and durability are critical. Fatigue analysis was also conducted for “e.t.d” 150, which confirms moderate-to-good resistance to rolling contact fatigue. These findings suggest that “e.t.d” 150 offers a reliable alternative for substituting conventional rail steels, with potential benefits for railway performance, safety, and maintenance cost reduction.
本文研究了热处理冷拔AISI 4140合金的断裂韧性(KJC)和硬度。d“150”)与三种具有代表性的钢轨钢(JP, EV和CZ)比较,比较其机械性能。“e.t.”很重要。D ' 150,根据目前对轨道钢材料回收和替代的见解,评估其作为轨道钢应用的可行替代材料的潜力。断裂韧性(KJC)是使用倒角圆柱平端和球面压头进行评估的,该方法基于一种新颖的虚拟j积分方法,该方法基于Irwin弹性解最小化了塑性j积分分量,而硬度仅使用球面压头获得。两种压痕的KJC结果之间的比较提出和讨论,显示偏爱球形压痕。虚拟j积分方法和极限载荷分析应用于估计压痕的KJC,结合应力三轴性来考虑压痕测试中的压力敏感性和静水压力分量。结果表明:“e.t.。d ' 150具有与钢轨钢相当的断裂韧性和布氏硬度值,特别适用于对耐磨性和耐久性至关重要的弯曲轨道部分。对“e.t.”进行了疲劳分析。D ' 150,具有中等到良好的抗滚动接触疲劳性能。这些发现表明,《e.t.外星人》D”150提供了替代传统钢轨的可靠选择,具有提高铁路性能、安全性和降低维护成本的潜在优势。
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引用次数: 0
A novel mesh-fragmentation-based mesoscale approach for modeling compressive fracture in concrete with application to recycled aggregate concrete 基于网格碎片的混凝土压缩断裂细观尺度模拟方法及其在再生骨料混凝土中的应用
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-24 DOI: 10.1016/j.engfracmech.2026.111893
Marcela Gimenes, Osvaldo L. Manzoli
The internal structure of concrete consists of aggregates, cement mortar, and weak interfaces distributed at the mesoscopic level, which strongly influence its quasi-brittle mechanical behavior. Recycled aggregate concrete (RAC) presents an even more heterogeneous mesostructure, making the prediction of its compressive failure particularly challenging.
A novel three-dimensional extension of the mesoscale modeling framework based on the mesh fragmentation technique (MFT) is proposed. Within this fully continuum approach, high-aspect-ratio interface elements (HAR-IEs) are inserted into the finite element mesh to define potential crack paths. A new two-layer condensed HAR-IE is introduced, governed by tensile and shear-frictional constitutive models, allowing the simulation of compressive failure as a combination of both mechanisms with reduced computational cost.
The proposed framework is general and can be applied to concretes containing aggregates of different origins or mechanical properties. Here, it is demonstrated through its application to RAC, for which fracture may propagate through the recycled aggregates themselves.
Numerical uniaxial compression tests were performed on mortar, natural aggregate concrete (NAC), and RAC specimens. The numerical results are in good agreement with experimental data, capturing stress–strain behavior, fracture patterns, and the influence of recycled aggregate content (0%, 50%, and 100%) on stiffness and dilatancy. The proposed approach provides a physically consistent and computationally efficient tool for studying compressive fracture in mesoscale concrete. It marks a significant advancement over previous 2D implementations by enabling the simulation of fully three-dimensional stress redistribution and failure evolution.
混凝土内部结构由集料、水泥砂浆和分布在细观水平的弱界面组成,强烈影响混凝土的准脆性力学行为。再生骨料混凝土(RAC)呈现出更加异质的细观结构,使得其压缩破坏的预测特别具有挑战性。提出了一种基于网格碎片化技术(MFT)的中尺度建模框架的三维扩展。在这种完全连续的方法中,高纵横比界面单元(HAR-IEs)被插入到有限元网格中,以定义潜在的裂纹路径。引入了一种新的两层压缩HAR-IE,由拉伸和剪切摩擦本构模型控制,允许将压缩破坏作为两种机制的组合进行模拟,同时降低了计算成本。提出的框架是通用的,可以应用于含有不同来源或机械性能的骨料的混凝土。这里,通过它在RAC中的应用证明了这一点,在RAC中,断裂可以通过再生骨料本身传播。对砂浆、天然骨料混凝土(NAC)和RAC试件进行了数值单轴压缩试验。数值结果与实验数据吻合良好,捕捉了应力-应变行为、断裂模式以及再生骨料含量(0%、50%和100%)对刚度和剪胀的影响。该方法为研究中尺度混凝土的压缩断裂提供了一种物理一致性和计算效率高的工具。它通过模拟全三维应力重分布和破坏演变,标志着比以前的2D实现有了重大进步。
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引用次数: 0
Identification of low-temperature fatigue damage states in asphalt mixtures using multivariate acoustic emission parameters 基于多元声发射参数的沥青混合料低温疲劳损伤状态识别
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-24 DOI: 10.1016/j.engfracmech.2026.111883
Hui Wei , Yunyao Liu , Jue Li , Feiyue Wang , Jianlong Zheng , Yinhan Dai
A clear understanding of the evolution, mechanisms, and stage-wise progression of low-temperature fatigue cracking in asphalt mixtures is essential for interpreting fatigue failure and improving pavement durability. This study employs acoustic emission (AE) monitoring to track the real-time fatigue-damage evolution of pre-notched asphalt mixtures subjected to four sub-zero temperatures (−5, −10, −15, and −20 °C). Stage-dependent behaviors of six AE parameters—b-value, activity S value, rise angle (RA), average frequency (AF), master frequency (MF), and average frequency centroid (AFG)—were quantified to extract precursor signatures of damage states. These multivariate features were further integrated with ensemble-learning algorithms to develop an AE-based damage-state identification framework. Results reveal consistent correspondence between AE-parameter evolution and the four damage stages (void compaction, micro-crack initiation/stable propagation, crack coalescence/unstable propagation, and complete fracture) across all temperatures. Specifically, the b-value exhibits a step-wise decline during crack coalescence, the S value maintains pronounced high-level fluctuations prior to fracture, and the coupled variations in RA, AF, MF, and AFG capture the transition in dominant damage behavior during late-stage evolution. Based on these precursor characteristics, classifiers built using AdaBoost, XGBoost, and Random Forest achieved accurate late-stage identification, with test-set accuracies of 95.4%, 94.2%, and 94.2% and corresponding AUC values of 0.956, 0.978, and 0.970. In addition, the models demonstrated strong precision–recall performance under class imbalance, achieving PR-AUC values of 0.996 (AdaBoost), 0.998 (XGBoost), and 0.998 (Random Forest). Feature-importance analysis further indicates that the S value and b-value are the most influential predictors for damage-state recognition. Overall, the proposed framework provides an interpretable and practical approach for stage-wise identification of low-temperature fatigue damage and supports the development of real-time early-warning strategies for asphalt pavements.
清楚地了解沥青混合料低温疲劳开裂的演变、机制和阶段进展,对于解释疲劳破坏和提高路面耐久性至关重要。本研究采用声发射(AE)监测来跟踪预缺口沥青混合料在四种零下温度(- 5、- 10、- 15和- 20℃)下的实时疲劳损伤演变。通过对b值、活度S值、上升角(RA)、平均频率(AF)、主频率(MF)和平均频率质心(AFG) 6个声发射参数的阶段依赖行为进行量化,提取损伤状态的前兆特征。这些多变量特征与集成学习算法进一步集成,以开发基于ae的损伤状态识别框架。结果表明,在所有温度下,ae参数的演化与四个损伤阶段(孔隙压实、微裂纹萌生/稳定扩展、裂纹合并/不稳定扩展和完全断裂)具有一致的对应关系。具体来说,b值在裂纹合并过程中呈逐步下降趋势,S值在断裂前保持明显的高水平波动,RA、AF、MF和AFG的耦合变化反映了后期演化过程中主要损伤行为的转变。基于这些前体特征,使用AdaBoost、XGBoost和Random Forest构建的分类器实现了准确的后期识别,测试集准确率分别为95.4%、94.2%和94.2%,对应的AUC值分别为0.956、0.978和0.970。此外,在类别不平衡的情况下,模型的PR-AUC值分别为0.996 (AdaBoost)、0.998 (XGBoost)和0.998 (Random Forest)。特征重要性分析进一步表明,S值和b值是对损伤状态识别影响最大的预测因子。总体而言,所提出的框架为分阶段识别低温疲劳损伤提供了一种可解释和实用的方法,并支持沥青路面实时预警策略的发展。
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引用次数: 0
A dislocation density-based crystal plasticity finite element analysis of cyclic softening behavior of AISI H13 steel under isothermal fatigue AISI H13钢等温疲劳循环软化行为的位错密度晶体塑性有限元分析
IF 5.3 2区 工程技术 Q1 MECHANICS Pub Date : 2026-03-11 Epub Date: 2026-01-20 DOI: 10.1016/j.engfracmech.2026.111870
Boya Wu , Meichen Liu , Shangyi Dai , Junwan Li , Xiaochun Wu
This study reveals the cyclic softening mechanisms of AISI H13 steel under isothermal fatigue at 600°C through experimental characterization and dislocation density-based crystal plasticity finite element method. Experiments demonstrate that AISI H13 steel exhibits three distinct softening stages within the strain amplitude range of 0.5–1.1%, namely rapid softening, transitional softening, and steady softening. Microstructural analysis reveals that with increasing cycles, the softening phenomenon intensifies, with dislocation density continuously decreasing from rapid to slow rates, accompanied by the coarsening of carbides. Accordingly, a dislocation density-based crystal plasticity model coupling realistic martensitic lath block structures and damage evolution was developed to reveal cyclic softening mechanisms, achieving hysteresis loop predictions with errors below 5%. The model reveals the dominant role of statistically stored dislocations (SSD) in cyclic softening, with SSD density decreasing from 1.68 × 103 to 1.53 × 103 μm−2 within the first five cycles. This non-uniform recovery process generates stress concentration in high SSD regions and strain localization in low SSD regions, leading to strong coupling between damage and plastic strain that drives progressive steel degradation. Simulation results further demonstrate that increasing strain amplitude from 0.5% to 1.1% significantly enhances strain localization, with accumulated plastic strain in localized regions reaching 0.5 at the 5th cycle under high amplitude compared to merely 0.002 under low amplitude. This heterogeneity accelerates damage evolution, with damage variables exceeding 0.15 in critical regions at 1.1% strain amplitude while remaining zero at 0.5%, ultimately reducing fatigue life from 650 to 214 cycles and promoting secondary crack formation near primary crack tips.
本研究通过实验表征和基于位错密度的晶体塑性有限元法揭示了AISI H13钢在600℃等温疲劳下的循环软化机理。试验表明,AISI H13钢在0.5 ~ 1.1%应变幅值范围内呈现出快速软化、过渡软化和稳定软化三个阶段。显微组织分析表明,随着循环次数的增加,软化现象加剧,位错密度由快变慢不断降低,碳化物逐渐变粗。因此,建立了一个基于位错密度的晶体塑性模型,该模型结合了真实马氏体板条块结构和损伤演化,揭示了循环软化机制,实现了误差低于5%的滞后回路预测。该模型揭示了统计存储位错(SSD)在循环软化中的主导作用,在前5次循环中,SSD密度从1.68 × 103 μm−2下降到1.53 × 103 μm−2。这种不均匀的恢复过程在高SSD区域产生应力集中,在低SSD区域产生应变局部化,导致损伤和塑性应变之间的强耦合,从而驱动钢的渐进退化。仿真结果进一步表明,应变幅值从0.5%增加到1.1%显著增强了应变局部化,高幅值下第5次循环局部化区域累积塑性应变达到0.5,而低幅值下仅为0.002。这种非均质性加速了损伤演化,当应变幅值为1.1%时,损伤变量在临界区域超过0.15,而当应变幅值为0.5%时,损伤变量为零,最终将疲劳寿命从650次循环降低到214次循环,并促进主裂纹尖端附近的二次裂纹形成。
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Engineering Fracture Mechanics
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