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Nanoindentation Methods for Viscoelastic Characterization of Stiff Porous Materials 用于表征刚性多孔材料粘弹性的纳米压痕方法
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-11 DOI: 10.1007/s11340-024-01095-5
W.A. Hunnicutt, L.J. Struble, P. Mondal

Background

Modifying the mechanical properties of the solid phase of a porous material, in this study calcium-silicate-hydrate, is frequently possible by changing synthesis conditions, but changes in these conditions can also influence porosity, which in turn may affect the mechanical properties of the porous material. Experimental methods to decouple porosity from the viscoelastic properties of the porous material will aid in optimization of the structure of the solid phase to achieve the desired mechanical properties.

Objective

Explore different nanoindentation techniques in order to determine the viscoelastic properties of the solid phase (without the affect of porosity) of a stiff porous material via experimental methods alone.

Methods

Compacted pellets of calcium-silicate-hydrate were prepared with different porosity and subjected to three nanoindentation techniques to determine viscoelastic behavior and the influence of porosity: dynamic, stress relaxation, and creep. Results of the porosity and of the viscoelastic behavior measurements were analyzed with a reverse-micromechanics model to determine viscoelastic properties of the solid phase, which has not been achieved previously for calcium-silicate-hydrate. These methods can be used in development and refinement of materials to determine how changes in the solid phase (e.g. molecular structure) influence viscoelastic behavior while considering the effect of porosity.

Results

Dynamic nanoindentation was found to be unreliable for the stiff material studied in this work. Normalized stress relaxation and creep data were found to be independent of porosity. Reverse micro-mechanics modeling allowed for characterization of the creep modulus that is consistent with other studies that used computational or synchrotron x-ray methods to characterize mechanical properties of the solid calcium-silicate-hydrate phase.

Conclusion

Creep experiments provide more reliable data than dynamic or stress relaxation experiments. When the porosity is known, reverse-micromechanics modeling can be used determine the creep modulus of the solid phase and thus be used to predict creep modulus of a composite with an arbitrary porosity. If the porosity is not known, the viscoelastic properties of the solid phase can still be compared to each other using a normalized creep modulus that is independent of porosity.

背景改变多孔材料(本研究中为硅酸钙水合物)固相的机械性能通常可以通过改变合成条件来实现,但这些条件的变化也会影响孔隙率,而孔隙率又会影响多孔材料的机械性能。目的探索不同的纳米压痕技术,以便仅通过实验方法确定硬质多孔材料固相的粘弹性能(不受孔隙率的影响)。方法制备具有不同孔隙率的硅酸钙水合物压实颗粒,并采用三种纳米压痕技术确定其粘弹性行为和孔隙率的影响:动态、应力松弛和蠕变。利用反向微观力学模型分析了孔隙率和粘弹性行为的测量结果,从而确定了固相的粘弹性能,这是硅酸钙水合物以前从未实现过的。这些方法可用于开发和改进材料,以确定固相的变化(如分子结构)如何影响粘弹性行为,同时考虑孔隙率的影响。归一化应力松弛和蠕变数据与孔隙率无关。通过反向微观力学建模可以确定蠕变模量的特性,这与其他使用计算或同步辐射 X 射线方法确定固态硅酸钙水合物相的力学特性的研究结果一致。在已知孔隙率的情况下,反向微观力学模型可用于确定固相的蠕变模量,从而用于预测任意孔隙率的复合材料的蠕变模量。如果不知道孔隙率,则仍可使用与孔隙率无关的归一化蠕变模量来比较固相的粘弹性能。
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引用次数: 0
Exploring the Effect of Heat Treatment on the Mechanical Performance of 17-4PH Stainless Steel Specimens Fabricated by Metal Additive Manufacturing 探索热处理对金属快速成型技术制造的 17-4PH 不锈钢试样机械性能的影响
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-09 DOI: 10.1007/s11340-024-01089-3
Y.H. Kim, M.K. Kim, J. Suhr, T. Lee, M.K. Kim

Background

Powder bed fusion (PBF) offers enhanced opportunities to manufacture complex components with a high degree of geometric freedom. However, understanding and designing for mechanical properties remains challenging due to numerous factors, such as processing parameters, building direction, and heat treatments.

Objective

In this study, we revealed that the As-built and heat-treated mechanical properties differ from those achieved through traditional manufacturing methods, even when using the same alloy and heat treatments. This phenomenon arises from the intricated microstructures and porosity caused by the repetitive, rapid heating/cooling process involved.

Results

To quantitatively investigate the properties, the conventional heat treatments combining a hot isostatic pressing (HIP), solution, and aging treatment, were conducted on 17-4 PH stainless steel printed in both horizontal and vertical directions. Our findings demonstrate that HIP, coupled with aging treatment, was the most effective method for reducing porosity, and enhancing hardness and yield strength by (56%) and (118%), respectively, while there was a slight decrease in elongation by (5.6%). The high temperature and pressure during HIP enabled the recrystallization of As-built microstructure into lath martensite, and the aging treatment facilitated the production of precipitates to enhance the strength. The solution treatment, however, resulted in poor elongation to (9.3%) while the yield and tensile strength showed similar levels to As-built parts due to insufficient time to recrystallize the As-built microstructure.

Conclusions

We believe these results will offer valuable insights into the manufacturing and post processing not only of PBF 17-4PH stainless steel but also of other alloys.

背景粉末床熔融(PBF)为制造几何自由度高的复杂部件提供了更多机会。在这项研究中,我们发现即使使用相同的合金和热处理方法,坯料和热处理后的机械性能也与传统制造方法不同。结果为了定量研究其性能,我们对水平和垂直方向印刷的 17-4 PH 不锈钢进行了结合热等静压 (HIP)、固溶和时效处理的传统热处理。我们的研究结果表明,热等静压结合时效处理是减少孔隙率的最有效方法,能使硬度和屈服强度分别提高 56%和 118%,而伸长率则略有下降 5.6%。HIP过程中的高温高压使As-bilt微观结构再结晶成板条马氏体,时效处理促进了析出物的产生,从而提高了强度。然而,固溶处理导致了较差的伸长率(9.3%),而屈服强度和抗拉强度显示出与As-built部件相似的水平,原因是没有足够的时间使As-built微观结构再结晶。
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引用次数: 0
Y-Shaped Cutting of Soft Solids: History and Best Practices 软固体的 Y 形切割:历史与最佳实践
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-09 DOI: 10.1007/s11340-024-01086-6
S. Zhan, A.J. Wagoner Johnson, S.B. Hutchens

Background

Though proposed by Lake and Yeoh in 1978 for vulcanized rubber characterization and possessing unique advantages with respect to traditional fracture characterization approaches, the Y-shaped cutting technique has been applied to a limited number of materials.

Objective

This limited implementation may be due to researchers’ unfamiliarity with the effects of Y-shaped cutting conditions and technique limitations, as well as a lack of standards. This review and best practices guide aims to provide a detailed road-map of the capabilities of Y-shaped cutting, with guidance for designing, executing, and interpreting its results.

Method

By performing Y-shaped cutting at a constant blade propagation rate, fracture initiation effects encountered in many ‘tearing’ tests are bypassed. Meanwhile, unlike other contact-driven fracture conditions (needle insertion or cutting), the ‘leg’ separation renders the cutting nearly ‘frictionless’ under a variety of conditions.

Results

Y-shaped cutting possesses two unique attributes. Under certain conditions (Zhang and Hutchens in Soft Matter 17(28):6728–6741, 2021), it can yield a fracture energy independent of sample and cutting implement geometry. In contrast to soft solid crack blunting, cutting reduces both the finite stretch and failure process zones to within a field of view readily imaged on a microscope, useful for microstructural studeis. To facilitate access to the above advantages, we summarize experimental variables and their role the fracture response and/or successful cutting and establish a pseudo-standard using silicone.

Conclusion

This overview and recommendations empowers researchers to implement this highly-tunable cutting method in order to provide insights into other classes of materials in the future.

背景虽然 Y 形切割技术由 Lake 和 Yeoh 于 1978 年提出,用于硫化橡胶的表征,与传统的断裂表征方法相比具有独特的优势,但应用于材料的数量有限。本综述和最佳实践指南旨在为 Y 形切割的功能提供详细的路线图,并为设计、执行和解释其结果提供指导。方法通过以恒定的刀片传播速度进行 Y 形切割,可以绕过许多 "撕裂 "试验中遇到的断裂起始效应。同时,与其他接触驱动的断裂条件(插针或切割)不同,"腿 "的分离使切割在各种条件下几乎 "无摩擦"。在特定条件下(Zhang 和 Hutchens,发表于《软物质》17(28):6728-6741, 2021 年),Y 型切割可产生与样品和切割工具几何形状无关的断裂能量。与软固体裂纹钝化不同的是,切割可将有限拉伸区和破坏过程区缩小到显微镜易于成像的视野范围内,有助于微观结构研究。为了便于利用上述优势,我们总结了实验变量及其对断裂响应和/或成功切割的作用,并使用硅酮建立了一个伪标准。
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引用次数: 0
Efficient Localisation of Impact Load for Composite Structure Based on Response Similarity Search and Optimisation 基于响应相似性搜索和优化的复合结构冲击载荷高效定位方法
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-03 DOI: 10.1007/s11340-024-01096-4
B. Qiu, W. Li, C. Feng, X. Qu, H. Liu, X. Li

Background

Composite materials have been extensively used in various industry fields due to their distinguishing characteristics. However, low-velocity impact loads would undermine the mechanical properties of composite structures significantly.

Objective

To improve the integrity and safety of composite structures, it is imperative to unearth the accurate locations of low-velocity impact loads efficiently.

Methods

In this research, a novel approach hybridising response similarity search and optimisation strategy is developed. The innovation of the approach comes from the adoption of a “divide-and-conquer” strategy to alleviate extensive computations for time history reconstruction during the impact load localisation process so as to optimise computational efficiency and accuracy. In more detail, the approach is comprised of two localisation processes: (i) a coarse process to quickly identify several potential positions for an impact load via response similarity measurements based on time-domain and frequency-domain signals; (ii) a precise process to fine-tune the exact location of the impact load by minimising the nominal residual between the reconstructed and actual responses from the above potential positions.

Results

Experiments are conducted on a carbon fibre composite sandwich panel to validate and demonstrate the effectiveness and superiority of the approach in terms of localisation efficiency and accuracy. It indicates that the approach achieves 100% accuracy in impact load localisation. It also shows that the approach only takes approximately 4.0 s to localise 20 impact load cases, which is only about one-eighth of the time taken by the traditional optimisation strategy approach to fulfil the same function.

Conclusions

The hybrid approach designed based on response similarity search and optimisation strategy can greatly improve localisation efficiency and localisation accuracy.

背景复合材料因其显著的特性已被广泛应用于各个行业领域。为了提高复合材料结构的完整性和安全性,当务之急是有效地找出低速冲击载荷的准确位置。方法在这项研究中,开发了一种混合了响应相似性搜索和优化策略的新方法。该方法的创新之处在于采用了 "分而治之 "的策略,以减轻冲击载荷定位过程中时间历程重建的大量计算,从而优化计算效率和精度。更详细地说,该方法由两个定位过程组成:(i) 一个粗略过程,通过基于时域和频域信号的响应相似性测量,快速确定冲击载荷的几个潜在位置;(ii) 一个精确过程,通过最小化上述潜在位置重建响应与实际响应之间的标称残差,微调冲击载荷的准确位置。实验表明,该方法在冲击载荷定位方面达到了 100% 的准确率。结论基于响应相似性搜索和优化策略设计的混合方法可以大大提高定位效率和定位精度。
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引用次数: 0
X-Ray Digital Image Correlation: A Reliable Method for Deformation Measurement at 1000 °C X 射线数字图像相关性:1000 °C 下变形测量的可靠方法
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-02 DOI: 10.1007/s11340-024-01094-6
G. Niu, R. Zhu, Y. Li, Z. Qu, H. Lei, P. Wang, H. Yang

Background

Digital image correlation (DIC) is widely used as a noncontact optical deformation measurement method. However, optical DIC encounters difficulties when measuring displacement and strain at high temperatures, including false deformation caused by heat haze and image overexposure caused by intense thermal radiation. X-ray imaging is not affected by these factors, so the combination of X-ray imaging and the DIC algorithm (X-DIC) holds the potential for measuring deformation during high-temperature tests.

Objective

This study investigated the ability of X-DIC to measure deformation in high-temperature experiments, expand the applicable temperature range of X-DIC, and provide a reliable method for obtaining deformation measurements in high-temperature experiments.

Methods

A combination of X-ray digital radiography (DR) images and the DIC algorithm was used to measure deformation. Numerical experiments based on synthetic images were used to evaluate the measurement accuracy of X-DIC, and the influence of different DIC parameters on the measurement error was discussed. Ductile iron and C/SiC composites were subjected to tensile tests at different temperatures from ambient temperature to 1000 °C, and different deformation measurement methods were used to simultaneously measure the deformation of the samples to verify the accuracy of the X-DIC results.

Results

In the numerical experiments, the displacement measurement error of X-DIC is less than 0.02 px. The relative error between the X-DIC and blue-light DIC measurements of the tensile deformation of ductile iron at 500 °C is 0.65%. When the deformation of the C/SiC composite materials was measured at 1000 °C, the root mean square error (RMSE) of the strain data obtained by X-DIC and optical DIC was 1.12 × 10–4.

Conclusions

These results prove that X-DIC has high measurement accuracy. Compared with optical DIC, X-DIC is insensitive to high-temperature environments and provides alternative experimental methods for high-temperature deformation measurements.

背景数字图像相关(DIC)作为一种非接触式光学变形测量方法被广泛使用。然而,光学 DIC 在测量高温下的位移和应变时会遇到一些困难,包括热雾造成的假变形和强热辐射造成的图像过度曝光。X 射线成像不受这些因素的影响,因此 X 射线成像和 DIC 算法(X-DIC)的结合有望测量高温试验中的变形。基于合成图像的数值实验用于评估 X-DIC 的测量精度,并讨论了不同 DIC 参数对测量误差的影响。对球墨铸铁和 C/SiC 复合材料进行了从环境温度到 1000 ℃ 的不同温度下的拉伸试验,并采用不同的形变测量方法同时测量样品的形变,以验证 X-DIC 结果的准确性。X-DIC 和蓝光 DIC 测量 500 °C 下球墨铸铁拉伸变形的相对误差为 0.65%。在 1000 ℃ 下测量 C/SiC 复合材料的变形时,X-DIC 和光学 DIC 获得的应变数据的均方根误差为 1.12 × 10-4。与光学 DIC 相比,X-DIC 对高温环境不敏感,为高温变形测量提供了替代实验方法。
{"title":"X-Ray Digital Image Correlation: A Reliable Method for Deformation Measurement at 1000 °C","authors":"G. Niu,&nbsp;R. Zhu,&nbsp;Y. Li,&nbsp;Z. Qu,&nbsp;H. Lei,&nbsp;P. Wang,&nbsp;H. Yang","doi":"10.1007/s11340-024-01094-6","DOIUrl":"10.1007/s11340-024-01094-6","url":null,"abstract":"<div><h3>Background</h3><p>Digital image correlation (DIC) is widely used as a noncontact optical deformation measurement method. However, optical DIC encounters difficulties when measuring displacement and strain at high temperatures, including false deformation caused by heat haze and image overexposure caused by intense thermal radiation. X-ray imaging is not affected by these factors, so the combination of X-ray imaging and the DIC algorithm (X-DIC) holds the potential for measuring deformation during high-temperature tests.</p><h3>Objective</h3><p>This study investigated the ability of X-DIC to measure deformation in high-temperature experiments, expand the applicable temperature range of X-DIC, and provide a reliable method for obtaining deformation measurements in high-temperature experiments.</p><h3>Methods</h3><p>A combination of X-ray digital radiography (DR) images and the DIC algorithm was used to measure deformation. Numerical experiments based on synthetic images were used to evaluate the measurement accuracy of X-DIC, and the influence of different DIC parameters on the measurement error was discussed. Ductile iron and C/SiC composites were subjected to tensile tests at different temperatures from ambient temperature to 1000 °C, and different deformation measurement methods were used to simultaneously measure the deformation of the samples to verify the accuracy of the X-DIC results.</p><h3>Results</h3><p>In the numerical experiments, the displacement measurement error of X-DIC is less than 0.02 px. The relative error between the X-DIC and blue-light DIC measurements of the tensile deformation of ductile iron at 500 °C is 0.65%. When the deformation of the C/SiC composite materials was measured at 1000 °C, the root mean square error (RMSE) of the strain data obtained by X-DIC and optical DIC was 1.12 × 10<sup>–4</sup>.</p><h3>Conclusions</h3><p>These results prove that X-DIC has high measurement accuracy. Compared with optical DIC, X-DIC is insensitive to high-temperature environments and provides alternative experimental methods for high-temperature deformation measurements.</p></div>","PeriodicalId":552,"journal":{"name":"Experimental Mechanics","volume":"64 8","pages":"1263 - 1276"},"PeriodicalIF":2.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141521440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strain Determination Using a Global Interpolation Concept Based on Coherence Scanning Interferometry Measurements 利用基于相干扫描干涉测量的全局插值概念进行应变测定
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-02 DOI: 10.1007/s11340-024-01084-8
L. Müller-Lohse, S. Hartmann, A. Richter, C. Rembe

Background

The experimental detection of small and large strains requires special approaches of full-field measurement techniques and their evaluation on 3D curved surfaces of components.

Objectives

Since classical digital image correlation methods have difficulties with the application of paints in some applications, one aim is to use a method in which the surface roughness is used to apply the strain calculation.

Methods

In this paper, 2D digital image correlation is applied to 2D intensity maps extracted from a coherence scanning interferometer together with height information. Height information are used to reconstruct the 3D motion of tracked material points. Surface interpolation and strain calculation are performed using globally formulated radial basis functions.

Results

The entire procedure leads to an appropriate technique for determining the in-plane strains in curved surfaces of parts, whereas the expected accuracy for various levels of the radial basis functions are discussed in detail.

Conclusions

Particularly, coherence scanning interferometry yields highly accurate height information. To smooth the surface motion, it turns out that in particular a regression analysis is required, where we apply radial basis functions with various approximation levels. This is an alternative procedure for surface strain determination.

背景小应变和大应变的实验检测需要全场测量技术的特殊方法,以及在部件的三维曲面上对其进行评估。方法本文将二维数字图像相关技术应用于从相干扫描干涉仪提取的二维强度图以及高度信息。高度信息用于重建被跟踪材料点的三维运动。结果整个过程为确定零件曲面的面内应变提供了一种适当的技术,同时详细讨论了不同径向基函数水平的预期精度。为了平滑表面运动,我们特别需要进行回归分析,在回归分析中,我们应用了具有不同近似等级的径向基函数。这是确定表面应变的另一种方法。
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引用次数: 0
Oil-Pressure Based Apparatus for In-Situ High-Energy Synchrotron X-Ray Diffraction Studies During Biaxial Deformation 基于油压的双轴变形过程中原位高能同步辐射 X 射线衍射研究装置
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-07-02 DOI: 10.1007/s11340-024-01092-8
R.R. Kamath, J. Thomas, A.C. Chuang, B. Barua, J.-S. Park, L. Xiong, T.R. Watkins, S.S. Babu, G. Cola, D. Singh

Background

Understanding biaxial loading response at the microstructural level is crucial in helping better design sheet manufacturing processes and calibrate/validate material deformation models.

Objective

The objective of this work was to develop a low-cost testing apparatus to probe, with sufficient spatial resolution, the micro-mechanical response of a sheet material in-situ under biaxial loading conditions.

Methods

The testing apparatus fabricated as a part of this study operates in a similar fashion to a standard bulge test and uses oil pressure to generate biaxial loading conditions. This biaxial testing apparatus was operated within a synchrotron beamline to characterize the mechanical response of a flash-processed steel sheet using in-situ high-energy X-ray diffraction (XRD) measurements. The GSAS-II package was utilized to develop a workflow for the analysis of the large volume of diffraction data acquired. The workflow was then used to extract the peak position, width, and integrated intensity of the XRD peaks corresponding to the major body-centered cubic phase.

Results

The equi-biaxial nature of the loading in the measured area was independently corroborated using experimental (XRD) and simulation (finite element analysis) methods. Furthermore, we discuss the evolution of elastic strain in the major body-centered cubic phase as a function of applied oil pressure and location on the steel sheet.

Conclusions

A key advantage of the biaxial apparatus fabricated in this synchrotron study is demonstrated using the results obtained for the flash-processed steel sheet – i.e., mapping the lattice plane-dependent response to biaxial loading for a relatively large sample area in a spatially resolved manner.

背景 了解微观结构层面的双轴加载响应对于帮助更好地设计钢板制造工艺和校准/验证材料变形模型至关重要。方法 作为本研究一部分而制造的测试设备的操作方式与标准隆起测试类似,使用油压产生双轴加载条件。该双轴测试设备在同步辐射光束线内运行,利用原位高能 X 射线衍射 (XRD) 测量表征闪速加工钢板的机械响应。利用 GSAS-II 软件包开发了一个工作流程,用于分析获取的大量衍射数据。然后利用该工作流程提取了与主要体心立方相相对应的 XRD 峰的峰位、宽度和综合强度。此外,我们还讨论了主要体心立方相的弹性应变随施加的油压和钢板上的位置而变化的情况。结论 同步辐射研究中制造的双轴仪器的一个关键优势是利用闪速加工钢板获得的结果来证明的,即以空间分辨的方式绘制出相对较大的样品面积上与晶格平面相关的双轴加载响应图。
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引用次数: 0
Determining Residual Stress Using Indentation and Surface Displacement Measurement 利用压痕和表面位移测量确定残余应力
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-06-27 DOI: 10.1007/s11340-024-01090-w
S. Vaidyanathan, G. S. Schajer

Background

Residual stresses exist in many manufactured materials and must be measured and taken into account for safe structural design. Established residual stress measurement methods are either destructive or require substantial material-dependent calibration.

Objective

The present work is aimed at developing an indentation-based method for measuring residual stress that causes minimal specimen damage, does not require a stress-free reference specimen, and has the capability to identify both the size and direction of the surface residual stresses. In this initial study, the simpler case of equi-biaxial stresses is addressed in preparation for subsequent general stress evaluations.

Methods

The surface displacements around an indentation made by a conical indenter are measured using digital image correlation. The residual stresses are then identified by comparison to the results of a finite model of the indentation process.

Results

The proposed method is shown to 2–5 times more sensitive to the presence of residual stresses than other commonly used indentation methods, particularly for materials with low Hollomon exponent n. In example measurements, axi-symmetric residual stresses were determined within 8% of the material yield stress.

Conclusions

The initial study presented here successfully considered the equal-biaxial stress case. The proposed method is attractive for future development because it gives directional information and therefore can be extended to the general non-equal-biaxial case.

背景许多人造材料中都存在残余应力,必须对其进行测量并将其纳入安全结构设计的考虑范围。本研究旨在开发一种基于压痕的残余应力测量方法,该方法对试样的破坏极小,不需要无应力参考试样,并且能够识别表面残余应力的大小和方向。在这项初步研究中,我们将处理较简单的等轴向应力情况,为后续的一般应力评估做准备。方法使用数字图像相关技术测量锥形压头压痕周围的表面位移。结果表明,与其他常用的压痕方法相比,所提出的方法对残余应力的敏感性提高了 2-5 倍,特别是对于霍洛蒙指数 n 较低的材料。在实例测量中,确定的轴对称残余应力在材料屈服应力的 8% 以内。所提出的方法提供了方向信息,因此可以扩展到一般的非等轴情况,因此对未来的发展很有吸引力。
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引用次数: 0
Thermal Stress Analysis for Functionally Graded Plates with Modulus Gradation, Part II 模量分级功能分级板的热应力分析,第二部分
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-06-27 DOI: 10.1007/s11340-024-01091-9
T. Baytak, M. Tosun, C. Ipek, C. Mollamahmutoglu, O. Bulut

Background

The gradation of thermal expansion coefficient was analyzed in the earlier study. The analytical formulation derived here, which is quite different, should be validated to understand the thermal stress distribution in a laminated composite and functionally graded material. Besides this solution, a validated numerical model can also be used to optimize the material gradation of plates in terms of sustainability.

Objective

To validate the analytical formulation derived here, an experimental model is presented to understand the thermal stress concentration for functionally graded and laminated composite plates. A numerical model is also validated to extend to understand the effects of the number of layers, the thickness of a layer, the gradation function, the ratio of elastic moduli, and the coating.

Methods

The experimental problems in the production of the experimental models with layers of different elastic moduli are discussed here. In the experimental analysis, a three-dimensional photoelastic stress analysis of two- and four-layer composite plate was used to mechanically model the thermal expansion. The analytical solution for the thermal stress in a free plate was derived by the strain suppression method based on the principle of superposition. The numerical models were analyzed using finite element software. The step variation in the experiment was used as a reference point for a continuous or multi-layer (> 2) step variation of material coefficients in the models.

Results

The variation of stress concentration is shown for various cases of laminated and continuous gradations of elastic modulus. The four-layer experimental model provides the difference in thermal stress distribution as a result of a layered coating. The validated analytical and numerical models provide reasonable results. An empirical formula to optimize the material gradation in terms of elastic modulus is derived.

Conclusions

The experimental model can be used to analyze thermal stress in functionally graded materials. The gradations of the material in the plate or the coating of the plates can be optimized by the validated analytical and numerical models. The empirical formula can be used to determine the elastic modulus of the coating to minimize the stress concentration.

背景早先的研究分析了热膨胀系数的分级。本文得出的分析公式与之大相径庭,应加以验证,以了解层压复合材料和功能分级材料中的热应力分布。为了验证本文得出的分析公式,本文提出了一个实验模型,以了解功能分级和层压复合板的热应力集中情况。同时还验证了一个数值模型,以扩展了解层数、层厚、分级函数、弹性模量比和涂层的影响。方法这里讨论了在制作具有不同弹性模量层的实验模型时遇到的实验问题。在实验分析中,使用了二层和四层复合板的三维光弹性应力分析来建立热膨胀的力学模型。自由板中热应力的解析解是通过基于叠加原理的应变抑制法得出的。数值模型使用有限元软件进行分析。实验中的阶跃变化被用作模型中材料系数连续或多层(> 2)阶跃变化的参考点。四层实验模型提供了分层涂层导致的热应力分布差异。经过验证的分析和数值模型提供了合理的结果。结论实验模型可用于分析功能分级材料中的热应力。通过验证分析和数值模型,可以优化板材或板材涂层中的材料级配。经验公式可用于确定涂层的弹性模量,以尽量减少应力集中。
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引用次数: 0
User-Independent, Accurate and Pixel-Wise DIC Measurements with a Task-Optimized Neural Network 利用任务优化神经网络进行与用户无关、精确且像素化的 DIC 测量
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2024-06-26 DOI: 10.1007/s11340-024-01088-4
B. Pan, Y. Liu

Background

Being an image-based optical technique for full-field deformation measurements, the ultimate purpose of digital image correlation (DIC) is to realize accurate, precise and pixel-wise displacement/strain measurements in a full-automatic manner without users’ inputs.

Objective

In this work, we propose a task-optimized neural network, called RAFT-DIC, to achieve user-independent, accurate and pixel-wise displacement field measurements.

Methods

RAFT-DIC is based on the state-of-the-art optical flow architecture: Recurrent All-Pairs Field Transforms (RAFT). We make two targeted improvements that fundamentally enhanced its measurement accuracy and generalization performance. Firstly, we remove all the down-sampling operations in the encode module to improve the perception of spatial information, and reduce the number of pyramid levels of the correlation layer to increase the small displacement accuracy. By building the correlation layer to compute the similarity of pixel pairs, and iteratively updating the displacement field through a recurrent unit, RAFT-DIC introduces the prior information of DIC measurement to guide the displacement estimation with high accuracy. Secondly, we develop a novel dataset generation method to synthesize customized speckle patterns and diverse displacement fields, which facilitate the construction of a robust and adaptable dataset to improve the network generalization.

Results

Both simulated and real experimental results demonstrate that the accuracy of the proposed method is approximately an order of magnitude higher than pervious deep learning-based DIC (DL-DIC).

Conclusions

The proposed RAFT-DIC shows higher accuracy as well as stronger practicality and cross-dataset generalization performance over existing DL-DIC methods, and is expected to be a new standard architecture for DL-DIC.

背景作为一种基于图像的全场形变测量光学技术,数字图像相关(DIC)的最终目的是在不需要用户输入的情况下,以全自动的方式实现准确、精确和像素级的位移/应变测量:RAFT-DIC基于最先进的光流架构:递归全对场变换(RAFT)。我们进行了两项有针对性的改进,从根本上提高了测量精度和泛化性能。首先,我们取消了编码模块中的所有下采样操作,以提高空间信息的感知能力;同时减少了相关层的金字塔层数,以提高小位移精度。通过建立相关层来计算像素对的相似度,并通过递归单元迭代更新位移场,RAFT-DIC 引入了 DIC 测量的先验信息来指导高精度的位移估计。其次,我们开发了一种新颖的数据集生成方法,以合成定制的斑点模式和多样化的位移场,从而有助于构建稳健且适应性强的数据集,提高网络的泛化能力。结论与现有的 DL-DIC 方法相比,所提出的 RAFT-DIC 具有更高的精度、更强的实用性和跨数据集泛化性能,有望成为 DL-DIC 的新标准架构。
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Experimental Mechanics
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