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An Incremental Model for Interfacial Stiffness Unifying Sublinear and Linear Scaling Regimes 统一亚线性和线性标度的界面刚度增量模型
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-11-03 DOI: 10.1007/s11249-025-02091-z
Xuan-Ming Liang, Gang-Feng Wang

Accurately predicting the interfacial gap and stiffness between rough solids is essential for understanding contact behavior in tribological, sealing, and thermal systems. This work proposes a novel model that accurately captures the evolution of mean interfacial gap and stiffness from initial finite contacts to accumulated statistical response. The obtained load-gap relationship is validated against boundary element simulations of elastic rough contact, showing excellent agreement across a wide range of normal loads. Unlike conventional models, the proposed approach captures finite-size effects at light loads, yielding a sublinear power-law scaling of stiffness with load, and transitions seamlessly to the linear regime at higher loads. The model provides a simple, parameter-free tool for quantitative analysis of rough surface contacts.

准确预测粗糙固体之间的界面间隙和刚度对于理解摩擦学、密封和热系统中的接触行为至关重要。这项工作提出了一种新的模型,可以准确地捕捉平均界面间隙和刚度从初始有限接触到累积统计响应的演变。通过弹性粗糙接触的边界元模拟验证了所得的载荷-间隙关系,在大范围的法向载荷范围内显示出良好的一致性。与传统模型不同,所提出的方法在轻载荷下捕获有限尺寸效应,产生随载荷的次线性幂律缩放刚度,并在高载荷下无缝过渡到线性状态。该模型为粗糙表面接触的定量分析提供了一个简单、无参数的工具。
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引用次数: 0
Dynamics of a Rayleigh-Step Bearing: Generic Stribeck Curve and Rate-State Models 瑞利-步进轴承动力学:通用Stribeck曲线和速率-状态模型
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-11-03 DOI: 10.1007/s11249-025-02082-0
Farid Al-Bender

The Stribeck curve forms the backbone of our understanding of frictional behavior. It has traditionally been associated with lubricated journal bearings and later on with EHL lubricated rough contacts. Still later, this behavior appeared to manifest itself also in dry rough contacts. While in this latter case, the Stribeck behavior has been simulated theoretically, in the lubricated case, the models have been confined to a few restricted cases. Here, I show that the Stribeck behavior emanates directly from the most basic/generic type of hydrodynamic bearing; namely the Rayleigh-step bearing, without resort to the EHL/mixed-lubrication assumption. This bearing type can be taken in the macro sense, as a self-standing bearing; or in the micro sense, as an elemental roughness feature, which can be aggregated to understand rough lubricated sliding contacts. Furthermore, this simple model of a step bearing allows us to establish the dynamic behavior of the Stribeck curve; in particular, the friction lag phenomenon and the rate-state law. Main results show that the normalized CoF is a universal function of the normalized Sommerfeld number, reduced by the aspect ratio of the bearing, and that the dynamic Stribeck effect cannot be decomposed into time-dependent Stribect effect combined with time-independent (instantaneous) viscous effect.

斯特里贝克曲线是我们理解摩擦行为的基础。传统上,它与润滑轴颈轴承有关,后来与EHL润滑粗糙接触有关。再后来,这种行为似乎也在干燥的粗糙接触中表现出来。在后一种情况下,理论上模拟了Stribeck行为,而在润滑情况下,模型仅限于少数受限情况。在这里,我表明斯特里贝克行为直接来自最基本/通用类型的流体动力轴承;即瑞利步进轴承,无需采用EHL/混合润滑假设。这种轴承类型在宏观意义上可以理解为自立轴承;或者在微观上,作为一种基本的粗糙度特征,可以将其聚集起来以理解粗糙润滑滑动接触。此外,这个简单的阶跃轴承模型允许我们建立Stribeck曲线的动态特性;特别是摩擦滞后现象和速率-状态定律。主要结果表明,归一化CoF是归一化索默菲尔德数的通用函数,该函数被轴承的长径比减小,动态Stribeck效应不能分解为时变的Stribeck效应与时变的(瞬时)粘性效应相结合。
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引用次数: 0
Improved Process for Laser-Assisted, In Situ, Multi-Stage Wear Measurement of Simultaneously Wearing Counterparts 改进的激光辅助、原位、多阶段同步磨损测量工艺
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-31 DOI: 10.1007/s11249-025-02089-7
Paul Christian Sager, Birgit Schaedel, Roland Kral, Rainer Adelung

Accurate in situ wear measurements of polymer-polymer wear combinations using techniques like ball-on-prism tribometers pose a significant challenge. Simultaneous wear of both counterparts complicates obtaining continuous wear data without interrupting experiments to perform slow, intermediate measurements. Building on Harden et al. (Tribol Lett 71(3):1–14, 2023), this work develops an accurate, low-noise measurement approach to enable reliable in situ measurements. The method employs a laser line scanner and a precision linear axis for accurate positioning within the test stand, complemented by an algorithm for debris detection and data smoothing to minimize noise from wear residue. This approach achieves up to a 98% reduction in peak-to-peak noise levels, enabling high-resolution measurements and supporting parallel experiments with various polymer-polymer wear combinations. Unlike existing non-in situ methods, this technique offers efficient and accurate in situ wear measurements, advancing tribological research and polymer material testing.

使用球-棱镜摩擦计等技术对聚合物-聚合物磨损组合进行精确的原位磨损测量是一个重大挑战。两种对应的同时磨损使获得连续磨损数据变得复杂,而不中断实验以执行缓慢的中间测量。在哈登等人(Tribol Lett 71(3):1 - 14,2023)的基础上,这项工作开发了一种准确、低噪声的测量方法,以实现可靠的原位测量。该方法采用激光线扫描仪和精密线轴在试验台内进行精确定位,辅以碎片检测和数据平滑算法,以最大限度地减少磨损残留物带来的噪音。该方法可将峰值噪声水平降低98%,实现高分辨率测量,并支持各种聚合物磨损组合的并行实验。与现有的非原位方法不同,该技术提供了高效、准确的原位磨损测量,促进了摩擦学研究和聚合物材料测试。
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引用次数: 0
Influence of the Gas Atmosphere on the In-Situ Formation of Low-Friction Molybdenum and Tungsten Diselenides 气体气氛对原位形成低摩擦钼钨二硒化物的影响
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-22 DOI: 10.1007/s11249-025-02081-1
Daniel Pölzlberger, Carsten Gachot, Philipp G. Grützmacher, Sabine Schwarz, Helmut Riedl, Zhen Yan, Xudong Sui

This study investigates the influence of the gas atmosphere on friction and wear characteristics of transition metal dichalcogenides synthesized via an in-operando method. MoSe2 and WSe2 layers are formed through tribochemical reactions between molybdenum or tungsten coatings and nanosized selenium powder. Their tribological behavior is evaluated under nitrogen and ambient air conditions using a ball-on-disc tribometer within a custom-built inert gas chamber. The results indicate that both MoSe2 and WSe2 layers exhibit consistently low friction coefficients (below 0.1) across different atmospheric conditions, with slightly lower friction coefficient observed in air compared to nitrogen. However, the durability of the transition metal dichalcogenide layers is significantly extended under nitrogen, particularly for MoSe2, which demonstrates superior durability compared to WSe2 in nitrogen. This disparity becomes less pronounced under ambient air conditions. The enhanced wear resistance of MoSe2 in nitrogen may be attributed to easier in-operando formation, as confirmed by transmission electron microscopy analysis, which reveals a thicker and more well-defined layered tribofilm. These findings suggest that in-operando synthesized MoSe2 and WSe2 layers serve as effective solid lubricants, offering promising potential for a broader range of solid lubrication applications.

Graphical Abstract

本文研究了气体气氛对操作法合成的过渡金属二硫化物摩擦磨损特性的影响。MoSe2和WSe2是由钼或钨涂层与纳米硒粉之间的摩擦化学反应形成的。在氮气和环境空气条件下,使用特制的惰性气体室内的球盘式摩擦计评估其摩擦学行为。结果表明,MoSe2和WSe2层在不同大气条件下均表现出较低的摩擦系数(小于0.1),其中空气中的摩擦系数略低于氮气。然而,在氮气条件下,过渡金属二硫化物层的耐久性显著延长,特别是MoSe2,与WSe2相比,在氮气条件下表现出更高的耐久性。在环境空气条件下,这种差异变得不那么明显。MoSe2在氮气中的耐磨性增强可能是由于更容易形成在操作中,正如透射电镜分析所证实的那样,它显示出更厚、更明确的层状摩擦膜。这些发现表明,在操作中合成的MoSe2和WSe2层可以作为有效的固体润滑剂,为更广泛的固体润滑应用提供了广阔的前景。图形抽象
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引用次数: 0
Features of Tire Wear Particles Emitted from Retreaded Tires and Evaluation on Environmental Risk: Compared with New Tires in Tribological View 翻新轮胎排放的轮胎磨损颗粒特征及环境风险评价——以摩擦学角度与新轮胎比较
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-22 DOI: 10.1007/s11249-025-02083-z
Weisong Wang, Jiachang Liu, Rui Ren, Lu Ren, Yonggang Wang, Yuyuan Chen, Yan Ding, Haibo Huang

The widespread use of retreaded tires has led to great concern about their uncertainty in terms of atmospheric pollution because their degraded tribological performance leads to emit more tire wear particles (TWPs) into the environment. This paper presented the features of TWPs from retreaded tire rubber via a self-developed rolling contact test rig. Normalized comparison, emission per unit worn mass and per kilometer were employed to compare the influence of the test parameters both on emission and on environmental impact quantitatively between the new tire rubber (N-TR) and tire rubber mixed with reclaimed rubber (RR-TR). The results showed that heavy load could induce retreaded tire emitting TWPs3.0 and 5.0 a maximum of 12–19% higher than N-TR. Meanwhile, N-TR could emit TWPs3.0 1.2 times greater than RR-TR would when the same mass was worn, implying that N-TR could be 1.2 times more dangerous than RR10-TR to the public respiratory health, which, however, must be treated dialectically and critically. Furthermore, in the same travel distance, the risk extent of retreaded tire to environmental pollution could enhance 7–9% than that of new tire according to the TWPs amount. Additionally, an interesting and practical comparison shown that negative filler, e.g., reclaimed rubber, which had inactive impacts on anti-wear performance, could induce more individual TWPs with pitted, and bumpy surfaces rather than uneven-surfaced TWPs with small bulges governed by positive filler, e.g., carbon nanotubes. Superior molecular-chain mobility and stronger interfacial adhesion in retreaded tires are the dominant mechanisms responsible for their higher TWPs emission compared with new tires. This study provides a scientific basis for improving and minimizing the emission of the TWPs emission from retreaded tire, balancing the cost economy and the air quality based on the contributions.

Graphical abstract

翻新轮胎的广泛使用引起了人们对其在大气污染方面的不确定性的极大关注,因为它们的摩擦学性能下降导致更多的轮胎磨损颗粒(twp)排放到环境中。通过自行研制的滚动接触试验台,对翻新轮胎橡胶的twp特性进行了研究。采用归一化比较,单位磨损质量排放和每公里排放,定量比较新轮胎橡胶(N-TR)和再生轮胎橡胶(RR-TR)试验参数对排放和环境影响的影响。结果表明,重载可诱导翻新轮胎排放TWPs3.0和5.0,最高比N-TR高12-19%。同时,在相同质量的佩戴情况下,N-TR释放的TWPs3.0是RR-TR的1.2倍,这意味着N-TR对公众呼吸健康的危害是RR10-TR的1.2倍,对此必须辩证批判地看待。在相同行驶距离下,按TWPs的数量计算,翻新轮胎对环境污染的风险程度比新轮胎可提高7-9%。此外,一项有趣且实用的比较表明,负填料(如再生橡胶)对抗磨性能没有任何影响,它可以诱导更多具有点蚀和凹凸表面的twp,而不是由正填料(如碳纳米管)控制的具有小凸起的表面不均匀的twp。与新轮胎相比,翻新轮胎具有较好的分子链迁移率和较强的界面附着力,这是其TWPs排放较高的主要机制。该研究为改善和减少翻新轮胎TWPs排放,平衡成本经济和空气质量提供了科学依据。图形抽象
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引用次数: 0
An Evaluation Method for Penetration Depth of Rubber on Rough Surface and Analysis of Influencing Factors 橡胶在粗糙表面的渗透深度评价方法及影响因素分析
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-22 DOI: 10.1007/s11249-025-02085-x
Haichao Zhou, Zhaohui Hu, Zhiwei Gao, Haoran Li, Shenqing Xiao

The penetration depth of tread rubber is an important parameter in the tire-road contact process, which is directly related to the evaluation of tire-road wear and friction. A new method for calculating tread rubber-pavement contact penetration depth, which combines theoretical derivation and simulation analysis, is proposed in this paper. Specifically, the equivalent contact model of two elastic bodies was constructed based on Persson theory, and the pavement was simplified to a rigid substrate. The self-affine fractal characteristics of pavement are verified by the height difference function, and the theoretical model of penetration depth was derived by combining the energy conservation principle. On this basis, ABAQUS was used to establish a finite element model, and MATLAB was used to process relevant data to realize numerical simulation calculation of penetration depth. By comparing the analytical data with Persson's theoretical model, the coefficient of determination R2 is greater than 60%, which proved the feasibility of this method. Based on the above method, the influence of rubber aspect ratio and material parameters on penetration depth was further explored. The results showed that the penetration depth fluctuated with the increase of aspect ratio when the aspect ratio of tread rubber was 16.67% ~ 33.33%, and the effect of aspect ratio on penetration depth was negligible when the aspect ratio was 33.33% ~ 100%. The elastic modulus of rubber is negatively correlated with penetration depth. Based on the above rules, a multiple linear regression prediction model was constructed. Three independent datasets were used for verification, with relative errors ranging from 0 to 5%, indicating that the model has good prediction accuracy. This study provides a reliable method for efficient calculation of tire-road contact penetration depth and has important reference value for optimizing tire design and improving driving safety.

胎面橡胶的渗透深度是轮胎与路面接触过程中的一个重要参数,直接关系到轮胎与路面磨损和摩擦的评价。本文提出了一种理论推导与仿真分析相结合的胎面橡胶-路面接触穿透深度计算方法。具体而言,基于Persson理论建立了两个弹性体的等效接触模型,并将路面简化为刚性基材。利用高差函数验证了路面的自仿射分形特征,并结合能量守恒原理推导了路面穿透深度的理论模型。在此基础上,利用ABAQUS建立有限元模型,并利用MATLAB对相关数据进行处理,实现侵深数值模拟计算。通过与Persson理论模型的分析数据对比,决定系数R2大于60%,证明了该方法的可行性。在此基础上,进一步探讨了橡胶长径比和材料参数对侵彻深度的影响。结果表明:胎面橡胶长径比为16.67% ~ 33.33%时,穿透深度随长径比的增大而波动,在长径比为33.33% ~ 100%时,长径比对穿透深度的影响可以忽略不计;橡胶弹性模量与渗透深度呈负相关。基于上述规律,构建了多元线性回归预测模型。使用三个独立的数据集进行验证,相对误差在0 ~ 5%之间,表明模型具有较好的预测精度。该研究为有效计算轮胎与路面接触穿透深度提供了可靠的方法,对优化轮胎设计和提高行车安全性具有重要的参考价值。
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引用次数: 0
A JKR/Griffith Model for the Inception of Slip in the Contact Between Nominally Flat Rough Surfaces 名义平坦粗糙表面接触滑移起始的JKR/Griffith模型
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-18 DOI: 10.1007/s11249-025-02075-z
X. M. Liang, M. Ciavarella

We develop an analytical model to describe how an energetic model of friction (JKR-Griffith model) between nominally flat rough surfaces leads to an inception of slip which is governed by an elastic instability. By extending classical contact mechanics from Persson’s solution with a JKR approach, the model captures the transition from sticking to sliding under shear. The relation between mean shear and mean interfacial slip is derived. It reveals that static friction can exceed kinetic friction and that this enhancement depends on surface roughness and normal load. The model predicts a saturated enhancement in static friction at small pressure and diminishing value at high pressure. Such enhancement will be suppressed if the roughness amplitude of the surface is magnified. Comparisons with experimental data show good agreement, after considering that friction energy is time-dependent, offering insight into adhesion-driven friction in applications ranging from microscale to tectonic plate scales.

我们开发了一个解析模型来描述名义上平坦粗糙表面之间的摩擦能量模型(JKR-Griffith模型)如何导致由弹性不稳定性控制的滑移的开始。通过用JKR方法从Persson的解决方案扩展经典接触力学,该模型捕获了剪切作用下从粘着到滑动的转变。推导了平均剪切与平均界面滑移之间的关系。结果表明,静摩擦可以超过动摩擦,而这种增强取决于表面粗糙度和法向载荷。该模型预测了在小压力下静摩擦的饱和增强和高压下的递减值。如果放大表面的粗糙度幅度,这种增强将被抑制。考虑到摩擦能量与时间相关,与实验数据的比较显示出良好的一致性,这为从微观尺度到构造板块尺度的应用中粘附驱动的摩擦提供了见解。
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引用次数: 0
Characterization of Branched-Chain Fatty Acids as Organic Friction-Modifier Additives for Boundary Lubrication 支链脂肪酸作为边界润滑有机摩擦改性添加剂的表征
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-18 DOI: 10.1007/s11249-025-02067-z
Masanori Iizuka, Masashi Mizukami, Kazue Kurihara

Organic friction modifier additives, such as fatty acids, are widely used in the boundary lubrication regime to reduce friction. In this study, we employed resonance shear measurements to study 0.1 wt% solutions of branched-chain fatty acids in a linear model base oil/hexadecane and branched base oil/poly(α-olefin) (PAO) confined between mica surfaces under various applied loads (L). At L = 3.3 mN, the viscosity parameter (bs) values of isostearic acid and isostearic acid T in hexadecane were one-seventh and one-thirtieth of the value of pure hexadecane, respectively. Especially, isostearic acid T in hexadecane had a lower viscosity parameter bs value, one-eighth that of pure hexadecane even at L = 22.7 mN. On the other hand, the bs value at L = 3.3 mN of isostearic acid in PAO was half the value of pure PAO and this effect disappeared at L = 11.6 mN; isostearic acid T in PAO resulted in a behavior similar to that of pure PAO. The densely packed structure of linear lubricants as hexadecane confined between the surfaces is known to cause a high bs value and such a structure could be disturbed in the presence of branched-chain fatty acid additives. In case of the branched base oil, such as PAO, the densely packed state was not formed under confinement, thus the effect of the branched-chain fatty  acid additive was not significant. This study demonstrated that a relatively small difference in molecular structure of an additive is important for efficiently reducing friction, especially in the boundary lubrication regime of linear base oils.

Graphical Abstract

有机摩擦改性剂添加剂,如脂肪酸,广泛用于边界润滑制度,以减少摩擦。在这项研究中,我们采用了共振剪切测量,研究了0.1 wt%的支链脂肪酸溶液中基础油/十六烷和支链基础油/聚α-烯烃(PAO)的线性模型,这些溶液被限制在云母表面之间,受到不同的施加载荷(L)。L = 3.3 mN时,十六烷中异硬脂酸和异硬脂酸T的粘度参数(bs)值分别为纯十六烷的七分之一和三十分之一。特别是十六烷中的异硬脂酸T,即使在L = 22.7 mN时,粘度参数bs值也较低,仅为纯十六烷的1 / 8。另一方面,在L = 3.3 mN时,PAO中异硬脂酸的bs值为纯PAO的一半,在L = 11.6 mN时,这种影响消失;PAO中的异硬脂酸T导致与纯PAO相似的行为。线性润滑剂的密集堆积结构,如十六烷被限制在表面之间,已知会导致高bs值,并且这种结构可能在支链脂肪酸添加剂的存在下受到干扰。对于支链基础油,如PAO,在约束下没有形成致密堆积状态,因此支链脂肪酸添加剂的影响不显著。该研究表明,添加剂的分子结构相对较小的差异对于有效减少摩擦非常重要,特别是在线性基础油的边界润滑制度中。图形抽象
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引用次数: 0
Subset Analysis and Contact-Mechanics Analysis for Samples Included in the “Surface-Topography Challenge” “表面形貌挑战”中样品的子集分析和接触力学分析
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-18 DOI: 10.1007/s11249-025-02079-9
P. Sainsot, A. A. Lubrecht

The current paper analyses surface measurement results from the “The surface-topography challenge”. By dividing each surface in four sub-surfaces, statistical methods can be used on the surface roughness parameters, as well as on the contact-mechanics parameters. Concerning the A14 and A15 surfaces, the (S_a) and (S_q) values of surface A15 are roughly 10% higher than those of surface A14. The roughness parameters of the surfaces Q53 and Q94 are virtually identical. The contact stiffness of the two A surfaces are identical, the same is true for the two Q surfaces.

本文分析了“表面形貌挑战”的表面测量结果。通过将每个表面划分为四个子表面,可以对表面粗糙度参数以及接触力学参数使用统计方法。对于A14和A15表面,A15表面的(S_a)和(S_q)值大致为10% higher than those of surface A14. The roughness parameters of the surfaces Q53 and Q94 are virtually identical. The contact stiffness of the two A surfaces are identical, the same is true for the two Q surfaces.
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引用次数: 0
A Note on Transients in Rate-dependent Adhesion of Gelatin 关于明胶速率依赖性粘附瞬态的注解
IF 3.3 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-10-14 DOI: 10.1007/s11249-025-02076-y
Wonhyeok Lee, Melih Eriten

The transient behavior of rate-dependent adhesion in poro-viscoelastic contact is more complex than crack propagation in Mode I opening due to time-dependent material behavior, crack acceleration from nonlinear kinematics, and variation in contact radius. This study revisits our previous experiment, where a spherical glass probe is unloaded on flat gelatin, and investigates crack velocity ((V_text {c})) and energy release rate (ERR). For a given unloading rate, (V_text {c}) increases monotonically by one order of magnitude, and the wide range of unloading rates ensures that (V_text {c}) spans 3–4 orders of magnitude. ERR remains almost unchanged at 2–3 times the thermodynamic work of adhesion at slow rates. At fast rates, ERR initially increases to 4–8, then decreases until full separation. We hypothesize that the decreasing ERR trend is due to finite-size effects: the hysteretic energy dissipation zone grows with crack acceleration, while the material volume decreases during peeling. To explain these trends and the finite-size effect, we adapt de Gennes’ viscoelastic crack propagation model, modifying it to account for crack acceleration and the reduction in contact radius. Under the given time scales (peeling time and viscoelastic relaxation time) and length scales (crack tip radius and initial contact radius), we simulate the evolution of ERR as peeling proceeds and compare the results with experimental data. The model’s results show good qualitative agreement with the experiments. Finally, we discuss the model’s limitations, assumptions, and directions for future research.

由于材料的时变特性、非线性运动学引起的裂纹加速以及接触半径的变化,孔隙-粘弹性接触中速率相关的黏附瞬态行为比I型张开时的裂纹扩展更为复杂。本研究回顾了我们之前的实验,其中球形玻璃探针卸载在扁平明胶上,并研究了裂纹速度((V_text {c}))和能量释放率(ERR)。对于给定的卸载速率,(V_text {c})单调增加一个数量级,并且卸载速率的宽范围确保(V_text {c})跨越3-4个数量级。在慢速黏附热力学功的2-3倍时,ERR几乎保持不变。在快速速率下,ERR最初增加到4-8,然后减少,直到完全分离。我们假设ERR减小趋势是由于有限尺寸效应:随着裂纹加速,滞回能量耗散区增大,而剥落过程中材料体积减小。为了解释这些趋势和有限尺寸效应,我们采用了de Gennes的粘弹性裂纹扩展模型,并对其进行了修改,以考虑裂纹加速度和接触半径的减小。在给定的时间尺度(剥落时间和粘弹性松弛时间)和长度尺度(裂纹尖端半径和初始接触半径)下,模拟了ERR随剥落过程的演化,并与实验数据进行了比较。该模型的计算结果与实验结果有很好的定性一致性。最后,我们讨论了模型的局限性、假设和未来的研究方向。
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引用次数: 0
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