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Performance Analysis of Digital Camera in DIC: Physical Parameters, Noise, and Bit-Depths 数码相机在DIC中的性能分析:物理参数、噪声和位深
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-15 DOI: 10.1007/s11340-025-01157-2
A. Haghighi, N. Soltani, H. Asemani

Background

The accuracy of Digital Image Correlation is considerably influenced by the quality of images taken from the specimen surface. While previous have examined the impact of camera parameters on DIC results, the relationship between camera characteristics and DIC errors remains unclear.

Objective

In this study, a new theoretical model is introduced to estimate the DIC errors sourced from the camera.

Methods

The model is derived from the EMVA 1288 standard and contains camera gain, bit depth, and noise error. To validate the model, its results were compared with the real errors calculated from DIC results, and to determine the accurate error, various noise and gains effects were applied to digital images and then displacement and strain were numerically applied to these manipulated images and original images. The error calculated from the DIC successfully matched the error estimated by the model, proving the applicability of the models.

Results

The individual effects of noise, camera gain, and bit depth are analyzed separately, exploring their respective influences on the DIC. Subsequently, a simple formula is proposed to express camera performance in DIC.

Conclusions

Results showed that the DIC accuracy is considerably influenced by the camera gain, and temporal dark noise has a notable impact on DIC accuracy, particularly in scenarios with low-contrast speckle patterns. However, the influence of bit depth is negligible.

数字图像相关的精度很大程度上受到试样表面图像质量的影响。虽然之前已经研究了相机参数对DIC结果的影响,但相机特性与DIC误差之间的关系尚不清楚。目的引入一种新的理论模型来估计来自相机的DIC误差。方法该模型基于EMVA 1288标准,包含摄像机增益、位元深度和噪声误差。为了验证模型,将其结果与DIC结果计算的实际误差进行了比较,并对数字图像施加了各种噪声和增益效应,然后对这些处理图像和原始图像进行了位移和应变数值计算,以确定准确的误差。由DIC计算的误差与模型估计的误差成功匹配,证明了模型的适用性。结果分别分析了噪声、相机增益和比特深度的单独影响,探讨了它们各自对DIC的影响。随后,提出了一个简单的公式来表达相机在DIC中的性能。结果表明,DIC精度受相机增益的影响较大,而时间暗噪声对DIC精度有显著影响,特别是在低对比度散斑模式下。然而,比特深度的影响可以忽略不计。
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引用次数: 0
Shape Function-Based Strain Determination in DIC for Solids and Lattice Structures 基于形状函数的固体和晶格结构DIC应变测定
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-12 DOI: 10.1007/s11340-025-01155-4
M. Hofmann, M. Greiner, M. Klein, M. Oechsner, C. Mittelstedt

Background

Additive Manufacturing offers the opportunity to build lattice structures with benefits in manufacturing efficiency and weight. For the determination of the fatigue properties of lattice structures, it lacks a method to determine the deformation under mechanic stress.

Objective

A digital image correlation (DIC) algorithm was implemented. The algorithm determines strains within a subset in an uncommon way by physically interpreting the subset shape function and does not need neighboring subsets, therefore.

Method

With a monochrome background this shape function-based strain determination is able to determine the deformation of a whole lattice unit cell, even if the background is visible in sectors of the subset. The implementation is validated by comparing the results in quasi-static tests on bulk material specimens to the results tactile sensors and a conventional DIC program. Then the deformation of lattice unit cells in fatigue tests is evaluated.

Results

The shape function-based strain determination performs well in quasi-static tests even for large deformations. The deformation of lattice unit cells is determined successfully, whereby conventional DIC algorithms can be challenged if the lattice’s strut diameter becomes close to the image resolution. The determined strains are appropriate for lifetime prediction and fractures can be detected.

Conclusion

The shape function-based strain determination is a suitable tool for determination of large local strains as well as strains in lattice structures, which do partially not cover the background in the whole region of interest due to periodic empty spaces between the lattice struts. For determination of strain fields, conventional DIC algorithms will still be more efficient in this state of development.

增材制造提供了构建晶格结构的机会,在制造效率和重量方面都有好处。在确定晶格结构的疲劳性能时,缺乏一种确定其在机械应力作用下变形的方法。目的实现一种数字图像相关(DIC)算法。该算法通过物理解释子集形状函数,以一种罕见的方式确定子集内的应变,因此不需要邻近的子集。方法在单色背景下,这种基于形状函数的应变测定能够确定整个晶格单元格的变形,即使背景在子集的扇区中可见。通过将块状材料试样的准静态测试结果与触觉传感器和传统DIC程序的测试结果进行比较,验证了该方法的有效性。然后对晶格单元格在疲劳试验中的变形进行了评价。结果基于形状函数的应变测定方法即使在大变形的准静态试验中也具有良好的性能。成功地确定了晶格单元格的变形,从而挑战了传统的DIC算法,当晶格的支柱直径接近图像分辨率时。所确定的应变适合于寿命预测,并且可以检测到断裂。结论基于形状函数的应变测定方法适用于大局部应变和晶格结构应变的测定,晶格结构由于晶格杆之间存在周期性的空白空间,不能部分覆盖整个目标区域的背景。对于应变场的确定,在这种发展状态下,传统的DIC算法仍然是更有效的。
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引用次数: 0
Development of a New Pure Bending Tester for Small-Scale Specimens 小型试件纯弯曲试验机的研制
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-11 DOI: 10.1007/s11340-025-01154-5
L. Zhang, J. Hu, H. Liu, D. Liu

Background

The characterization of the moment–curvature relationship for thin components within the elastic–plastic regime yields crucial insights not readily ascertainable through conventional tensile testing. However, most conventional bending testers only measure the force–displacement data of specimens without providing the bending moment and curvature information directly.

Objective

We aim to develop a pure-bending tester based on the cochleoid theory that can directly measure the bending moment–curvature response of thin components.

Methods

The bending moment is determined by employing a flexural pivot with a known spring constant paired with dual laser displacement sensors. By approximating the cochleoid as an eccentric arc trajectory, we move and rotate one end of the specimen to increase the curvature gradually. Finally, the moment–curvature relationship of the specimens can be obtained.

Results

The practical capability of the bending tester is demonstrated by measuring moment–curvature data from various specimens, including PET sheets, aluminum sheets, and Nylon 6 monofilaments. Cyclic bending and relaxation tests are performed on these typical specimens. The measurement results agree well with the theoretical predictions.

Conclusions

The instrument serves as a valuable tool for characterizing the bending properties of diverse small-scale components. Its versatility facilitates comprehensive assessments of the bending behavior of various materials and structures.

在弹塑性状态下薄构件的力矩-曲率关系的表征产生了通过常规拉伸试验不易确定的关键见解。然而,大多数传统的弯曲试验机只测量试件的力-位移数据,而不直接提供弯矩和曲率信息。目的研制一种基于耳蜗理论的纯弯曲测试仪,可直接测量薄构件的弯矩曲率响应。方法采用已知弹簧常数的弯曲枢轴与双激光位移传感器配对来确定弯矩。通过将耳蜗近似为偏心弧形轨迹,我们移动和旋转标本的一端以逐渐增加曲率。最后,得到了试件的弯矩-曲率关系。结果通过测量PET片材、铝片材和尼龙6单丝的弯矩-曲率数据,证明了弯曲测试仪的实用性。对这些典型试件进行了循环弯曲和松弛试验。测量结果与理论预测吻合较好。结论该仪器可作为一种有价值的工具来表征各种小尺寸构件的弯曲特性。它的多功能性有助于对各种材料和结构的弯曲性能进行全面评估。
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引用次数: 0
An Experimental Method for Fatigue Testing Cast Iron Water Pipes Using Combined Internal Water Pressure and Bending Loads 铸铁水管内水压与弯曲载荷联合疲劳试验方法研究
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-10 DOI: 10.1007/s11340-025-01153-6
E. D. A. John, J. B. Boxall, R. P. Collins, E. T. Bowman, L. Susmel

Background

Investigations into the fatigue failures mechanism of Grey Cast Iron (GCI) water pipes are inhibited by the lack of a lab-based method to conduct extensive high-cycle biaxial fatigue test programmes.

Objective

The work presented in this paper developed and tested a novel experiment capable of causing controlled fatigue failures of GCI pipe specimens in the high-cycle fatigue regime using bending and internal water pressure fatigue loading.

Methods

A novel four-point bending and internal water pressure fatigue testing system was developed to apply constant amplitude out-of-phase biaxial loading to 58 mm diameter GCI pipes at 1.7 Hz. To verify the ability of this equipment to apply known stresses and repeatable loads to pipe specimens a series of tests were conducted. A finite element model of the pipe specimen was used to estimate the strains and displacements applied by the equipment.

Results

Experimental strains and displacements were mainly within ± 10% of the estimated values and the pressure amplitudes measured over 103 cycles were within ± 3% of the average. Dynamic load effects occurred at higher bending loads, but these were quantified and accounted for. Trial destructive tests revealed that the lifespan of leaking fatigue cracks in GCI pipes with uniform wall-loss subject to combined internal pressure and bending fatigue loads is less than 1% of the total cycles-to-burst.

Conclusions

The experimental method developed was able to apply combined, out-of-phase internal pressure and bending fatigue loads accurately and consistently to small-dimeter GCI pipes, and cause these pipes to develop high-cycle fatigue regime failures.

灰口铸铁(GCI)水管疲劳失效机理的研究由于缺乏基于实验室的方法进行广泛的高周双轴疲劳试验而受到抑制。目的开发并测试了一种新的实验方法,该实验能够在弯曲和内水压疲劳加载的情况下引起GCI管试件在高周疲劳状态下的可控疲劳失效。方法研制了一种新颖的四点弯曲和内水压疲劳试验系统,对直径为58 mm的GCI管施加1.7 Hz的恒幅异相双轴加载。为了验证该设备对管道样品施加已知应力和可重复载荷的能力,进行了一系列测试。利用管道试样的有限元模型来估计设备施加的应变和位移。结果实验应变和位移主要在估计值的±10%以内,103个周期内测得的压力幅值在平均值的±3%以内。动载荷效应发生在较高的弯曲载荷下,但这些都是量化的。破坏试验表明,均匀壁损的GCI管道在内压和弯曲疲劳载荷联合作用下,泄漏疲劳裂纹的寿命小于总循环爆裂周期的1%。结论该实验方法能够准确、一致地对小口径GCI管道施加异相内压和弯曲疲劳载荷,使管道发生高周疲劳失效。
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引用次数: 0
An Internal Digital Image Correlation Technique for High-Strain Rate Dynamic Experiments 高应变率动态实验的内部数字图像相关技术
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-06 DOI: 10.1007/s11340-025-01149-2
B.P. Lawlor, V. Gandhi, G. Ravichandran

Background

Full-field, quantitative visualization techniques, such as digital image correlation (DIC), have unlocked vast opportunities for experimental mechanics. However, DIC has traditionally been a surface measurement technique, and has not been extended to perform measurements on the interior of specimens for dynamic, full-scale laboratory experiments. This limitation restricts the scope of physics which can be investigated through DIC measurements, especially in the context of heterogeneous materials.

Objective

The focus of this study is to develop a method for performing internal DIC measurements in dynamic experiments. The aim is to demonstrate its feasibility and accuracy across a range of stresses (up to (650,)MPa), strain rates ((10^{3})-(10^6,)s(^{-1})), and high-strain rate loading conditions (e.g., ramped and shock wave loading).

Methods

Internal DIC is developed based on the concept of applying a speckle pattern at an inner-plane of a transparent specimen. The high-speed imaging configuration is coupled to the traditional dynamic experimental setups, and is focused on the internal speckle pattern. During the experiment, while the sample deforms dynamically, in-plane, two-dimensional deformations are measured via correlation of the internal speckle pattern. In this study, the viability and accuracy of the internal DIC technique is demonstrated for split-Hopkinson (Kolsky) pressure bar (SHPB) and plate impact experiments.

Results

The internal DIC experimental technique is successfully demonstrated in both the SHPB and plate impact experiments. In the SHPB setting, the accuracy of the technique is excellent throughout the deformation regime, with measurement noise of approximately (0.2%) strain. In the case of plate impact experiments, the technique performs well, with error and measurement noise of (1%) strain.

Conclusion

The internal DIC technique has been developed and demonstrated to work well for full-scale dynamic high-strain rate and shock laboratory experiments, and the accuracy is quantified. The technique can aid in investigating the physics and mechanics of the dynamic behavior of materials, including local deformation fields around dynamically loaded material heterogeneities.

全视野、定量可视化技术,如数字图像相关(DIC),为实验力学打开了巨大的机会。然而,DIC传统上是一种表面测量技术,并没有扩展到在动态的、全尺寸的实验室实验中对标本内部进行测量。这种限制限制了通过DIC测量可以研究的物理范围,特别是在非均质材料的背景下。目的本研究的重点是开发一种在动态实验中进行内部DIC测量的方法。目的是证明其在一系列应力(高达(650,) MPa),应变率((10^{3}) - (10^6,) s (^{-1}))和高应变率加载条件(例如,斜坡和冲击波加载)下的可行性和准确性。方法基于在透明标本的内平面上应用散斑图案的概念,开发了内部DIC。高速成像配置与传统的动态实验设置相耦合,并专注于内部散斑模式。在实验过程中,在样品动态变形的同时,通过内部散斑图的相关测量平面内二维变形。在本研究中,通过split-Hopkinson (Kolsky)压力棒(SHPB)和钢板撞击实验证明了内DIC技术的可行性和准确性。结果内部DIC实验技术在SHPB和平板撞击实验中都得到了成功的验证。在SHPB环境下,该技术在整个变形过程中的精度都很好,测量噪声约为(0.2%)应变。在平板冲击实验中,该技术表现良好,但存在(1%)应变的误差和测量噪声。结论内部DIC技术在全尺寸动态高应变率和冲击实验中具有良好的应用效果,其准确性得到了量化。该技术可以帮助研究材料动态行为的物理和力学,包括动态加载材料异质周围的局部变形场。
{"title":"An Internal Digital Image Correlation Technique for High-Strain Rate Dynamic Experiments","authors":"B.P. Lawlor,&nbsp;V. Gandhi,&nbsp;G. Ravichandran","doi":"10.1007/s11340-025-01149-2","DOIUrl":"10.1007/s11340-025-01149-2","url":null,"abstract":"<div><h3>Background</h3><p>Full-field, quantitative visualization techniques, such as digital image correlation (DIC), have unlocked vast opportunities for experimental mechanics. However, DIC has traditionally been a surface measurement technique, and has not been extended to perform measurements on the interior of specimens for dynamic, full-scale laboratory experiments. This limitation restricts the scope of physics which can be investigated through DIC measurements, especially in the context of heterogeneous materials.</p><h3>Objective</h3><p>The focus of this study is to develop a method for performing internal DIC measurements in dynamic experiments. The aim is to demonstrate its feasibility and accuracy across a range of stresses (up to <span>(650,)</span>MPa), strain rates (<span>(10^{3})</span>-<span>(10^6,)</span>s<span>(^{-1})</span>), and high-strain rate loading conditions (e.g., ramped and shock wave loading).</p><h3>Methods</h3><p>Internal DIC is developed based on the concept of applying a speckle pattern at an inner-plane of a transparent specimen. The high-speed imaging configuration is coupled to the traditional dynamic experimental setups, and is focused on the internal speckle pattern. During the experiment, while the sample deforms dynamically, in-plane, two-dimensional deformations are measured via correlation of the internal speckle pattern. In this study, the viability and accuracy of the internal DIC technique is demonstrated for split-Hopkinson (Kolsky) pressure bar (SHPB) and plate impact experiments.</p><h3>Results</h3><p>The internal DIC experimental technique is successfully demonstrated in both the SHPB and plate impact experiments. In the SHPB setting, the accuracy of the technique is excellent throughout the deformation regime, with measurement noise of approximately <span>(0.2%)</span> strain. In the case of plate impact experiments, the technique performs well, with error and measurement noise of <span>(1%)</span> strain.</p><h3>Conclusion</h3><p>The internal DIC technique has been developed and demonstrated to work well for full-scale dynamic high-strain rate and shock laboratory experiments, and the accuracy is quantified. The technique can aid in investigating the physics and mechanics of the dynamic behavior of materials, including local deformation fields around dynamically loaded material heterogeneities.</p></div>","PeriodicalId":552,"journal":{"name":"Experimental Mechanics","volume":"65 3","pages":"407 - 419"},"PeriodicalIF":2.0,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143554140","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
Ductile Fracture Modeling of Flaw-Containing Additively Manufactured SS316L: Application to Complex Structures 含缺陷增材制造SS316L的韧性断裂建模:在复杂结构中的应用
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-04 DOI: 10.1007/s11340-024-01141-2
E. T. Furton, A. M. Beese

Background

To ensure reliability of additively manufactured components in structural applications, an understanding of the combined behavior of pores and stress state on failure behavior is required.

Objective

This research aims to identify the capabilities and limitations of stress- and strain-based fracture models in describing failure in complex additively manufactured structures.

Methods

SS316L brackets with a three-dimensional truss-based geometry, in which stress state and pore size varied among struts, were fabricated with laser powder bed fusion. Fracture models considering both stress state and pore size, formulated in terms of stress (pore-size dependent Mohr–Coulomb, or P-MC) and strain (pore-size dependent Modified Mohr–Coulomb, or P-MMC), were calibrated and used to predict the fracture behavior of the brackets.

Results

The P-MMC fracture model correctly predicted the experimentally observed fracture locations for 11 out of 12 samples, while the P-MC fracture model correctly predicted 10 out of 12 samples. Below a critical pore size, stress state effects dominated the fracture behavior, and above this, pore size was the critical factor, where capturing both factors was crucial at intermediate pore sizes.

Conclusions

The P-MC fracture model was appropriate for predicting the maximum load-bearing capacity for all samples in this study, while the P-MMC fracture model was shown to be only applicable for samples containing small pores. The importance of incorporating both stress state and the presence of pores in a fracture model is necessary to ensure confidence in the load carrying capacity of additively manufactured structures.

Graphical Abstract

为了确保增材制造部件在结构应用中的可靠性,需要了解孔隙和应力状态对失效行为的综合行为。目的本研究旨在确定基于应力和应变的断裂模型在描述复杂增材制造结构失效方面的能力和局限性。方法采用激光粉末床熔接法制备应力状态和孔隙大小不同的三维桁架结构的sss316l支架。考虑应力状态和孔隙大小的断裂模型,根据应力(孔隙大小相关的Mohr-Coulomb,或P-MC)和应变(孔隙大小相关的Modified Mohr-Coulomb,或P-MMC)进行校准,并用于预测支架的断裂行为。结果P-MMC断裂模型正确预测了12个样品中11个实验观察到的断裂位置,P-MC断裂模型正确预测了12个样品中的10个。在临界孔径以下,应力状态影响主导了裂缝行为,在此之上,孔径是关键因素,在中等孔径下,捕获这两个因素至关重要。结论P-MC断裂模型适用于本研究中所有样品的最大承载能力预测,而P-MMC断裂模型仅适用于孔隙较小的样品。在断裂模型中考虑应力状态和孔隙存在的重要性是确保增材制造结构承载能力的信心所必需的。图形抽象
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引用次数: 0
Analysis of Density-Dependent Cell Structure of EPP Bead Foams Under Compression 压缩条件下EPP泡沫珠的密度相关孔结构分析
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-04 DOI: 10.1007/s11340-025-01151-8
I. Koch, G. Preiß, M. Müller-Pabel, B. Grüber, M. Gude

Background

Closed cell polymer bead foams are widely used in industrial applications due to their extraordinary damping and insulation properties. To understand the structure-property-relations at different deformation states the volumetric structure of polymer walls, cells and beads should be statistically analysed.

Objective

The presented work is focused on the statistical analysis of the changing cell structure of expanded polypropylene bead foams of different density at distinct compression states.

Methods

Cylindrical bead foam specimens are scanned by x-ray computed tomography at 3-5 different compression states. The reconstructed volume information is segmented and statistically analysed.

Results

It could be shown that, among others, the cell sphericity and their orientation relative to the plane normal to the loading direction are sensitive parameters to the deformation state. With regard to the material symmetry level, a shift of the isotropic foam to transversal isotropic structure was observed. No sudden, stability related, deformation or failure could be observed.

Conclusions

Good metrics for the deformation analysis of expanded polypropylene bead foams from in-situ computed tomography tests are the cell sphericity and orientation. Compression deformation leads to a gradually change of material symmetry level from isotropy to anisotropy.

闭孔泡沫塑料由于其优异的阻尼和绝缘性能而广泛应用于工业领域。为了了解不同变形状态下聚合物的结构-性能关系,需要对聚合物壁、细胞和微球的体积结构进行统计分析。目的对不同密度的膨胀聚丙烯泡沫塑料在不同压缩状态下的胞孔结构变化进行统计分析。方法采用x线计算机断层扫描法对3-5种不同压缩状态下的柱状泡沫试样进行扫描。对重构体信息进行分割和统计分析。结果胞元球度及其相对于加载方向法向平面的取向是影响变形状态的敏感参数。在材料对称水平上,观察到各向同性泡沫向横向各向同性结构的转变。没有观察到突然的、与稳定性相关的变形或破坏。结论原位计算机断层扫描测试中,分析膨胀聚丙烯泡沫球变形的良好指标是孔的球度和取向。压缩变形导致材料的对称水平逐渐由各向异性向各向异性转变。
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引用次数: 0
Effects of Material Orientation and Degree of Deformation on the Tension–Compression Asymmetry of AA2024‒T4 材料取向和变形程度对AA2024-T4拉伸压缩不对称性的影响
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-03 DOI: 10.1007/s11340-025-01147-4
H. Wang, Y. Wang, A. Yu, M. Gu, G. Chen, X. Li

Background

Accurate prediction of the plastic behavior of AA2024‒T4 requires a deep understanding of the mechanical response of the material under different loading conditions. For alloy sheets, the material orientation and deformation are two important factors whose effects should be clarified.

Objective

This work focuses on the complex relationships among the material orientation, deformation, and tension‒compression asymmetry of AA2024‒T4.

Methods

The tension, compression, and shear responses of materials at different orientations are experimentally investigated through dog bone, cuboid, and butterfly specimen, respectively. In addition, the tension‒compression asymmetry is embedded in the anisotropic parameters rather than an additional independent parameter.

Results

Tension‒compression asymmetry is sensitive to orientation and degree of deformation. The tension‒compression asymmetry tends to be stable with increasing degree of deformation. But the evolution law of tension–compression asymmetry can be affected by orientation.

Conclusions

An additional parameter describing the asymmetry is required for isotropic plastic modeling. This parameter can be ignored when the anisotropic situation is considered because such an effect will be implied in the anisotropic parameters. In addition, the influence of degree of deformation on tension–compression asymmetry and plastic anisotropy can be reflected by the evolutions of anisotropic parameters.

为了准确预测AA2024-T4的塑性行为,需要深入了解材料在不同加载条件下的力学响应。对于合金板材来说,材料取向和变形是两个重要的因素,它们的影响应加以澄清。目的研究AA2024-T4的材料取向、变形和拉压不对称性之间的复杂关系。方法分别以狗骨、长方体和蝴蝶为试样,实验研究了材料在不同方向上的拉伸、压缩和剪切响应。此外,拉压不对称性嵌入在各向异性参数中,而不是附加的独立参数。结果拉伸-压缩不对称性对取向和变形程度敏感。随着变形程度的增加,拉压不对称性趋于稳定。但拉压不对称的演化规律会受到取向的影响。结论在各向同性塑性建模中,需要一个描述非对称性的附加参数。当考虑各向异性情况时,可以忽略该参数,因为这种影响将隐含在各向异性参数中。变形程度对拉压不对称性和塑性各向异性的影响可以通过各向异性参数的演化来体现。
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引用次数: 0
On the Cover: Physics Informed Neural Network Based Digital Image Correlation Method 封面:基于物理信息神经网络的数字图像相关方法
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-02-03 DOI: 10.1007/s11340-025-01152-7
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引用次数: 0
Improving Metrological Performance Estimation of Digital Volume Correlation: Application to X-Ray Computed Tomography 改进数字体积相关的计量性能评估:在x射线计算机断层扫描中的应用
IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Pub Date : 2025-01-28 DOI: 10.1007/s11340-025-01145-6
S. Wantz, R. Brault, Y. Pannier, V. Valle

Background

This study reports on the performance estimation of Digital Volume Correlation (DVC) for tomographic applications. The performance of DVC can be evaluated in terms of two distinct errors: the random error, directly linked to image quality, and the interpolation error, which is the one of the most significant systematic error generated by DVC algorithms. However, the existing methods provide only a limited estimate of the interpolation error, or allow only the random error to be assessed.

Objective

A new method is proposed to evaluate the interpolation error coupled with the random error in a simple and fast way to assess the overall performance of DVC for any tomographic application.

Methods

This new method proposes to apply a rotation to the sample (instead of the usual translation) to evaluate the interpolation error. This rotational movement generates linearly varying displacement fields, and each point of a displacement field describes a distinct non-integer voxel position. As this rotation is a rigid body motion, the random error associated with tomographic noise is also taken into account.

Results

This new method can generate several thousand interpolation error measurement points in only two acquisitions, allowing a very detailed and local assessment of this error. Additionally, and compared to existing methods in the literature (repeat scan), this method does not underestimate the random error, essential for assessing the overall performance of the DVC.

Conclusions

The proposed method efficiently evaluates DVC performance by accurately assessing both interpolation and random errors through rotational sample movement, improving the reliability in DVC measurements.

本研究报告了用于层析成像应用的数字体积相关(DVC)的性能估计。DVC的性能可以用两种不同的误差来评价:与图像质量直接相关的随机误差和插值误差,这是DVC算法产生的最显著的系统误差之一。然而,现有的方法只能提供有限的插值误差估计,或者只允许评估随机误差。目的提出一种简便、快速的插值误差与随机误差耦合评价方法,以评估任意层析成像DVC的整体性能。该方法提出对样本进行旋转(而不是通常的平移)来评估插值误差。这种旋转运动产生线性变化的位移场,并且位移场的每个点描述了一个不同的非整数体素位置。由于这种旋转是刚体运动,与层析噪声相关的随机误差也被考虑在内。这种新方法可以在两次采集中生成数千个插值误差测量点,从而可以非常详细地对该误差进行局部评估。此外,与文献中的现有方法(重复扫描)相比,该方法没有低估随机误差,这对于评估DVC的整体性能至关重要。结论该方法通过旋转样本运动准确评估插值误差和随机误差,有效地评估了DVC性能,提高了DVC测量的可靠性。
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Experimental Mechanics
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