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A TOUGH-FEMM based cryogenic THM coupled model and its application to cold-region tunnels 基于 TOUGH-FEMM 的低温 THM 耦合模型及其在冷区隧道中的应用
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-18 DOI: 10.1016/j.enganabound.2024.105994
The frost damage of rock mass poses a serious threat to the safety and stability of tunnels in cold regions, and the related thermo-hydro-mechanical (THM) coupling model under low-temperature conditions has been a key focus of research. This paper proposed a cryogenic THM coupled model (TOUGH-FEMM) to study the frost heave behavior of cold-region tunnels. Key issues including heat transfer, thermal stress, water-ice phase transition, unfrozen water, frost heave deformation, and ice-rock interaction are systematically addressed in the proposed model. Specifically, frost pressure in pores and cracks is derived separately to better simulate the ice expansion effect in rock masses. The proposed model is first validated against an experimental test and then applied to a practical cold-region tunnel to reveal the evolution of temperature, frost pressure and frost heave fields, as well as the tunnel stability. Moreover, the effects of cracks and frost damage on tunnel stability under freeze-thaw cycles are discussed. The work detailed herein provides an efficient tool for the THM coupled process in cold-region tunnels.
岩体冻害对寒区隧道的安全和稳定性构成严重威胁,低温条件下的相关热工水力学(THM)耦合模型一直是研究的重点。本文提出了一种低温 THM 耦合模型(TOUGH-FEMM)来研究寒区隧道的冻胀行为。该模型系统地解决了传热、热应力、水冰相变、解冻水、冻浪变形以及冰岩相互作用等关键问题。具体而言,孔隙和裂缝中的霜压被分别推导出来,以更好地模拟岩体中的冰膨胀效应。提出的模型首先通过实验验证,然后应用于实际的寒区隧道,揭示了温度场、冻压场和冻浪场的演变,以及隧道的稳定性。此外,还讨论了冻融循环下裂缝和冻害对隧道稳定性的影响。本文详述的工作为冷区隧道的 THM 耦合过程提供了有效工具。
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引用次数: 0
A novel direct interpolation boundary element method formulation for solving diffusive–advective problems 求解扩散-对流问题的新型直接插值边界元法公式
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.enganabound.2024.105992
The capability of dealing with the advective transport term constitutes a challenging issue for the performance of the majority of the numerical techniques, which significantly lose their precision with the increasing in the relative magnitude of this term. Recently, a new boundary element technique called direct interpolation (DIBEM) has emerged, mainly characterized by the approximation of the entire kernel of the remaining domain integrals. The DIBEM model has been successfully applied to several scalar field problems and recently applied to certain diffusive–advective problems with superior accuracy compared to dual reciprocity formulation (DRBEM). Using DIBEM, a broader range of precise responses for flows with higher Peclet numbers can be reached beyond a lower computational cost due to the simplicity of its matrix operations. These advantages are due DIBEM concept that employs a simple interpolation procedure to approximate the kernel of the advective domain integral. However, it was noticed that in some physical scenarios with spatial variation in the velocity field, the accuracy of DIBEM did not have the same quality observed in other applications. Therefore, this work presents a new DIBEM model so that the integral equations include the explicit calculation of spatial derivatives and simultaneously solve the variation of the divergent velocity field if this is not zero. Conversely, reactive and source terms were also included to expand numerical comparisons. Thus, in the proposed examples, the results of two DIBEM models, the standard (DIBEM-S) and the new, so-called alternative model (DIBEM-A), are compared with DRBEM and also with available analytical solutions.
处理平流输运项的能力对大多数数值技术的性能构成了挑战,因为随着平流输运项相对量的增加,其精度会明显降低。最近,出现了一种称为直接插值(DIBEM)的新边界元技术,其主要特点是对剩余域积分的整个内核进行近似。DIBEM 模型已成功应用于多个标量场问题,最近又被应用于某些扩散-对流问题,其精度优于二元互易公式(DRBEM)。使用 DIBEM,由于其矩阵运算简单,可以在更低的计算成本之外,对更高佩克莱特数的流动做出更广泛的精确响应。这些优势都归功于 DIBEM 的概念,即采用简单的插值程序来逼近平流域积分的核。然而,人们注意到,在一些速度场存在空间变化的物理场景中,DIBEM 的精度并不像在其他应用中观察到的那样高。因此,本研究提出了一种新的 DIBEM 模型,使积分方程包括空间导数的显式计算,并同时求解发散速度场的变化(如果该变化不为零)。相反,为了扩大数值比较范围,还加入了反应项和源项。因此,在所提出的示例中,两种 DIBEM 模型(标准模型(DIBEM-S)和新的所谓替代模型(DIBEM-A))的结果与 DRBEM 以及现有的分析解法进行了比较。
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引用次数: 0
AttenEpilepsy: A 2D convolutional network model based on multi-head self-attention AttenEpilepsy:基于多头自我注意的二维卷积网络模型
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-17 DOI: 10.1016/j.enganabound.2024.105989
The existing epilepsy detection models focus more on local information than the true meaning of long-range dependence when capturing time–frequency image features. This results in imprecise feature vector extraction and room for optimization of detection accuracy. AttenEpilepsy is a novel 2D convolutional network model that uses a multi-head self-attention mechanism to classify epileptic seizure periods, inter-seizure periods, and health states of single-channel EEG signals. The AttenEpilepsy model consists of two parts, namely feature extraction and time–frequency context encoding (STCE). A feature extraction method combining multi-path convolution and adaptive hybrid feature recalibration is proposed, in which multi-path convolution with convolution kernels of different sizes is used to extract relevant multi-scale features from time–frequency images. STCE consists of two modules: multi-head self-attention and causal convolution. A modified multi-head self-attention mechanism is used to model the extracted time–frequency features, and causal convolution is used to analyse the frequency information on the time dependencies. A public dataset from the University of Bonn Epilepsy Research Center is used to evaluate the performance of the AttenEpilepsy model. The experimental results show that the AttenEpilepsy model achieved accuracy (AC), sensitivity (SE), specificity (SP), and F1 score (F1) of 99.81%, 99.82%, 99.89%, and 99.83%, respectively. Further testing of the robustness of the model is conducted by introducing various types of noise into the input data. The proposed AttenEpilepsy network model outperforms the state-of-the-art in terms of various evaluation metrics.
现有的癫痫检测模型在捕捉时频图像特征时,更多地关注局部信息,而不是真正意义上的长程依赖性。这导致特征向量提取不精确,检测精度有待优化。AttenEpilepsy 是一种新型的二维卷积网络模型,它利用多头自注意机制对单信道脑电信号的癫痫发作期、发作间期和健康状态进行分类。AttenEpilepsy 模型由两部分组成,即特征提取和时频上下文编码(STCE)。提出了一种结合多路径卷积和自适应混合特征重校准的特征提取方法,其中使用不同大小卷积核的多路径卷积从时频图像中提取相关的多尺度特征。STCE 包括两个模块:多头自注意和因果卷积。修改后的多头自注意机制用于对提取的时频特征建模,因果卷积用于分析时间相关性的频率信息。波恩大学癫痫研究中心的公共数据集被用来评估 AttenEpilepsy 模型的性能。实验结果表明,AtenEpilepsy 模型的准确度(AC)、灵敏度(SE)、特异度(SP)和 F1 分数(F1)分别达到了 99.81%、99.82%、99.89% 和 99.83%。通过在输入数据中引入各种噪声,对模型的鲁棒性进行了进一步测试。从各种评估指标来看,所提出的 AttenEpilepsy 网络模型都优于最先进的模型。
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引用次数: 0
Numerical modeling and failure analysis of steel fiber-reinforced concrete beams in a reformulated mesoscopic peridynamic model 重构介观围动力模型中的钢纤维加固混凝土梁数值建模与失效分析
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-16 DOI: 10.1016/j.enganabound.2024.105993
This paper introduces a mesoscopic peridynamic model aimed at predicting and analyzing the failure of steel fiber-reinforced concrete within the framework of ordinary state-based peridynamics. This model incorporates additional interface force terms to handle substantial differences in component sizes between the fibers and concrete matrix, as well as the intricate behavior at the interface. These terms facilitate the representation of bond and frictional forces based on experimental data and empirical formulas. Additionally, it allows for non-uniform discretization of fiber-matrix interactions to improve computational efficiency. Several typical numerical examples performed by the proposed model closely align with experimental data in terms of bonding and slip behavior at the interface, crack patterns, and p-crack mouth open displacement (P-CMOD) curves, demonstrating the rationality and applicability of the model for numerical analysis on deformation and failure of steel fiber-reinforced concrete.
本文介绍了一种介观周向动力学模型,旨在基于普通状态的周向动力学框架内预测和分析钢纤维加固混凝土的破坏。该模型加入了额外的界面力项,以处理纤维与混凝土基体之间成分尺寸的巨大差异,以及界面上错综复杂的行为。这些术语有助于表示基于实验数据和经验公式的粘结力和摩擦力。此外,它还允许对纤维与基体的相互作用进行非均匀离散化,以提高计算效率。在界面粘结和滑移行为、裂缝模式和 P-CMOD 曲线等方面,所提模型的几个典型数值实例与实验数据密切吻合,证明了该模型在钢纤维增强混凝土变形和破坏数值分析中的合理性和适用性。
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引用次数: 0
An efficient approach of meshless node placement in three-dimensional subsurface flow modeling 三维地下流动建模中无网格节点布置的高效方法
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-15 DOI: 10.1016/j.enganabound.2024.105997
Meshless methods are valuable tools for real-time subsurface flow modeling and are particularly beneficial for adaptively adjusting node positions when incorporating supplementary measurements. However, an algorithm is required for automatically generating high-quality meshless nodes to adapt to irregularly shaped aquifers and arbitrarily distributed wells. This paper introduces a three-dimensional adaptive meshless node placement technique based on advancing front nodes and proposes a sigmoid exclusion circle to ensure adaptability to specific positions of interest. It is crucial for groundwater simulations to have specified computational points at wellbore locations. The generated meshless nodes were used as computational points in the generalized finite difference method. The node quality was assessed by comparing the numerical solutions to the analytical solution, achieving errors of the order of 10–12. The application scenarios of irregularly shaped aquifers demonstrated the high efficiency of the three-dimensional node placement in generating up to 10,000 nodes in <5 s. The effectiveness of the algorithm was verified using three-dimensional irregular computational domains. The algorithm could be easily adapted to two-dimensional problems, and an irregular boundary example is presented. The validation and application cases highlighted the versatility of the proposed method and established its potential for real-world hydrogeological applications.
无网格方法是实时地下流动建模的重要工具,尤其有利于在纳入补充测量时自适应地调整节点位置。然而,需要一种算法来自动生成高质量的无网格节点,以适应不规则形状的含水层和任意分布的水井。本文介绍了一种基于前沿节点的三维自适应无网格节点布置技术,并提出了一个西格码排除圈,以确保对特定位置的适应性。在井筒位置指定计算点对地下水模拟至关重要。生成的无网格节点被用作广义有限差分法中的计算点。通过比较数值解与分析解来评估节点质量,结果误差在 10-12 数量级。不规则含水层的应用场景证明了三维节点放置的高效性,可在 5 秒内生成多达 10,000 个节点。该算法可轻松适用于二维问题,并介绍了一个不规则边界示例。验证和应用案例凸显了所提方法的多功能性,并确定了其在实际水文地质应用中的潜力。
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引用次数: 0
Self-propulsion performance prediction in calm water based on RANS/TEBEM coupling method 基于 RANS/TEBEM 耦合方法的平静水域自推进性能预测
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-15 DOI: 10.1016/j.enganabound.2024.105979
This paper proposes a hybrid RANS/TEBEM method to conduct self-propulsion prediction in calm water with accuracy and improve its efficiency by means of larger time step. In the coupling procedure, the rotating propeller is represented by time-averaged, spatial inhomogeneous body force field obtained from the potential flow solver based on Taylor Expansion Boundary Element Method (TEBEM) in RANS simulation. Effective wake is evaluated by subtracting induced velocities computed by potential solver from total velocities in RANS solver at a coupling plane upstream of propeller plane. The influence of coupling plane position and grid density on the numerical results is also investigated. Through KCS and KVLCC2 cases, it is shown that the predicted value of propeller revolution speed is within 4% of the experimental value, verifying the robustness and reliability of this method.
本文提出了一种 RANS/TEBEM 混合方法,用于在平静水域进行精确的自推进预测,并通过增大时间步长提高其效率。在耦合过程中,旋转螺旋桨由 RANS 仿真中基于泰勒扩展边界元法(TEBEM)的势流求解器获得的时间平均、空间不均匀体力场表示。在螺旋桨平面上游的耦合平面上,通过从 RANS 仿真器计算的总速度中减去势流求解器计算的诱导速度,即可评估有效尾流。此外,还研究了耦合平面位置和网格密度对数值结果的影响。通过 KCS 和 KVLCC2 案例表明,螺旋桨转速的预测值与实验值相差在 4% 以内,验证了该方法的稳健性和可靠性。
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引用次数: 0
An internal-strain loading approach for quasi-static fracturing in brittle rocks via the grain-based model 基于晶粒模型的脆性岩准静态压裂内应变加载法
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-14 DOI: 10.1016/j.enganabound.2024.105996
The grain-based model is used to study the time-independent and time-dependent behavior in damage evolution and fracture patterns of brittle rocks. The standard loading approach (i.e., the model is loaded by applying constant velocities at boundaries of the model based on the test procedure) is the primary loading approach for quasi-static simulation in the grain-based model, but the computational efficiency of this approach is relatively low. We developed herein the internal-strain loading approach, a more efficient loading approach, for simulating the mechanical behavior of brittle rocks. The internal-strain loading approach was embedded into the three-dimensional discrete element grain-based model (3DEC-GBM). The internal-strain loading approach was compared to the standard loading approach using triaxial compression, direct tensile, and direct shear simulations. The results showed that the internal-strain loading approach was able to accurately reproduce both the deformation behavior and strength of the laboratory experiment. Compared with the standard loading approach, where the axial velocity of two plates was 0.0025 m s−1 in the compression simulation, the internal-strain loading approach can reduce the model run times by up to ten times. We conclude that the proposed internal-strain loading approach is a powerful tool that can improve the computational efficiency of the grain-based model.
基于晶粒的模型用于研究脆性岩石损伤演变和断裂模式中与时间无关和与时间有关的行为。标准加载法(即根据测试程序在模型边界施加恒定速度加载模型)是晶粒模型准静态模拟的主要加载方法,但这种方法的计算效率相对较低。我们在此开发了一种更有效的加载方法--内应变加载法,用于模拟脆性岩石的力学行为。内应变加载方法被嵌入到三维离散元晶粒模型(3DEC-GBM)中。通过三轴压缩、直接拉伸和直接剪切模拟,将内应变加载法与标准加载法进行了比较。结果表明,内应变加载法能够准确再现实验室实验的变形行为和强度。与标准加载方法(压缩模拟中两块板的轴向速度为 0.0025 m s-1)相比,内应变加载方法可将模型运行时间减少多达 10 倍。我们的结论是,所提出的内应变加载方法是一种强大的工具,可以提高基于晶粒模型的计算效率。
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引用次数: 0
Wave attenuation on a floating rigid dock by multiple surface-piercing vertical thin perforated barriers 多个表面穿孔垂直薄壁屏障对浮动刚性船坞的波浪衰减作用
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-14 DOI: 10.1016/j.enganabound.2024.105985
The scattering of gravity waves interacting with an array of multiple surface-piercing thin porous barriers is explored based on the hypothesis of linearized potential flow for finite water depth. The barriers are assumed to be stationed at a finite distance from each other and on the lee side of the dock. Also, it is hypothesized that the waves passing through the porous barriers follow Darcy’s law. The wave properties such as reflection and transmission coefficients, dissipation of wave energy, and horizontal wave force on the floating rigid dock are studied to check the effectiveness of different numbers of barriers and length (H) of barriers, their porosity, the spacing between barriers, and the distance between the last barrier and the floating rigid dock. It has been witnessed that more surface piercing barriers are obviously helpful in relieving the force due to the wave interaction with the floating rigid dock. It is noticed that implementing four perforated barriers not only reduces reflection by around 70% but also enhances wave energy dissipation by 90%, with equal size of barrier lengths being the most effective. The porous barriers are more conducive to alleviating the wave force than the rigid barriers. Additionally, it is observed that there is zero reflection when the barriers’ length is set at H/h=0.7 and set porosity at 1.212 (where h is the water depth). On the other hand, the critical incidence angle 31.81° for reflection is also noticed with barriers of length H/h=0.6. Further, the expansion of the normalized spacing between the structures helps reflect and transmit the waves along with the dissipation of wave energy to display a periodic pattern. The free surface elevation plots certainly help to fortify the claim of having multiple barriers as a tool to mitigate the wave force on the floating dock.
根据有限水深线性化势流假设,探讨了重力波与多个表面穿透薄多孔壁垒阵列相互作用的散射问题。假定屏障之间的距离有限,且位于码头的靠岸一侧。此外,还假设穿过多孔屏障的波浪遵循达西定律。研究了波浪的特性,如反射系数和透射系数、波能耗散以及浮动硬质码头上的水平波力,以检验不同数量的屏障和屏障长度(H)、屏障的孔隙率、屏障之间的间距以及最后一个屏障与浮动硬质码头之间的距离的有效性。结果表明,更多的表面穿孔屏障明显有助于缓解波浪与浮动刚性码头相互作用时产生的力。我们注意到,设置四个穿孔屏障不仅能减少约 70% 的反射,还能增强 90% 的波浪能量消散,而屏障长度大小相等的效果最好。与刚性屏障相比,多孔屏障更有利于减轻波力。此外,当屏障长度设定为 H/h=0.7,孔隙率设定为 1.212(h 为水深)时,可以观察到零反射。另一方面,当屏障长度为 H/h=0.6 时,反射的临界入射角为 31.81°。此外,结构间归一化间距的扩大有助于波浪的反射和传输,以及波浪能量的消散,从而显示出周期性模式。自由表面高程图无疑有助于加强将多重屏障作为减轻浮动码头上波浪力的工具的说法。
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引用次数: 0
An improved radial basis reproducing kernel particle method for geometrically nonlinear problem analysis of SMAs 用于 SMA 几何非线性问题分析的改进型径向基重现核粒子法
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-11 DOI: 10.1016/j.enganabound.2024.105990
In this paper, the radial basis function (RBF) without shaped parameter is utilized in the radial basis reproducing kernel particle method (RRKPM), and an improved radial basis reproducing kernel particle method (IRRKPM) is proposed. Compared with traditional RKPM, the IRRKPM effectively reduces the impact of different kernel functions on calculation precision, and is further employed to examine geometrically nonlinear problems associated with shape memory alloys (SMAs). The displacement boundary condition is enforced via the penalty function method, while the Galerkin integration method in its weak form, along with the total Lagrangian (TL) approach, is utilized to derive the geometrically nonlinear equations for SMAs within the IRRKPM framework. The equilibrium equations are then solved using the Newton Raphson (N-R) iterative method. The impact of the different penalty factor and the radius control parameter of influence domain on errors is analyzed, the computational precision of the IRRKPM is compared with the RRKPM, and the computational stability is evaluated. Finally, the suitability of the IRRKPM for the analysis of geometrically nonlinearity problems in SMAs are confirmed through specific numerical examples.
本文在径向基重现核粒子法(RRKPM)中使用了无整形参数的径向基函数(RBF),并提出了改进的径向基重现核粒子法(IRRKPM)。与传统的 RKPM 相比,IRRKPM 有效地减少了不同核函数对计算精度的影响,并进一步用于研究与形状记忆合金 (SMA) 相关的几何非线性问题。在 IRRKPM 框架内,通过惩罚函数法强制执行位移边界条件,同时利用弱形式的 Galerkin 积分法和总拉格朗日 (TL) 方法推导出 SMA 的几何非线性方程。然后使用牛顿-拉斐尔森(N-R)迭代法求解平衡方程。分析了不同的惩罚因子和影响域半径控制参数对误差的影响,比较了 IRRKPM 与 RRKPM 的计算精度,并评估了计算稳定性。最后,通过具体的数值示例证实了 IRRKPM 适用于分析 SMA 中的几何非线性问题。
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引用次数: 0
Fully coupled dynamic hydraulic fracturing of saturated porous media based on the numerical manifold method 基于数值流形法的饱和多孔介质全耦合动态水力压裂技术
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-10 DOI: 10.1016/j.enganabound.2024.105987
Accurate and efficient simulation of dynamic hydraulic fracturing of the saturated porous media has always been a pivotal topic in the oil and gas extraction. Leveraging the Numerical Manifold Method (NMM) and its inherent cutting technique, this paper proposes a fully coupled hydraulic fracturing model based on the u-p format, which incorporates the overall momentum balance and continuity conditions in both porous media and fractures. NMM approximations and the Newmark implicit algorithm are employed respectively to discretize the spatial and time domains, and the resulting system is solved based on the Newton-Raphson method. By imposing flow boundary conditions on the fracture surfaces, the present model accounts for fluid loss without introducing extra filtration coefficients. Using the Mohr-Coulomb-based LT criterion and the maximum circumferential stress criterion to determine whether crack propagation has occurred and crack propagation direction respectively, the present model is capable of simulating initiation and development of multiple cracks under hydraulic stimulations. Through modeling the KGD hydraulic fracturing, hydraulic fracturing of a pre-cracked cubic specimen and fracture interference phenomena during expansion of multiple fracture ports of a single injection well, accuracy and effectiveness of the model are validated.
准确高效地模拟饱和多孔介质的动态水力压裂一直是油气开采领域的关键课题。本文利用数值歧管法(NMM)及其固有的切割技术,提出了一种基于 u-p 格式的全耦合水力压裂模型,该模型包含了多孔介质和裂缝的整体动量平衡和连续性条件。分别采用 NMM 近似和 Newmark 隐式算法对空间域和时间域进行离散,并基于 Newton-Raphson 方法对所得到的系统进行求解。通过在裂缝表面施加流动边界条件,本模型在不引入额外过滤系数的情况下考虑了流体损失。本模型采用基于莫尔-库仑的 LT 准则和最大圆周应力准则,分别确定裂缝是否扩展和裂缝扩展方向,能够模拟水力刺激下多条裂缝的产生和发展。通过模拟 KGD 水力压裂、预裂立方体试样的水力压裂以及单注水井多裂口扩张过程中的裂缝干涉现象,验证了该模型的准确性和有效性。
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引用次数: 0
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Engineering Analysis with Boundary Elements
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