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Friction Coefficient Evolution of Drying Lubricant in the Joints of Beetles by Friction Force Microscopy
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-02-04 DOI: 10.1007/s11249-025-01963-8
Cornelia F. Pichler, Richard Thelen, Thomas van de Kamp, Hendrik Hölscher

Recent studies suggest that the joints of beetles and other insects comprise micro-structured surfaces in combination with lubricants. Here, we utilize friction force microscopy (FFM) to analyse the tribological properties of the femoro-tibial leg joints by the example of Coelorrhina aurata (metallic green flower beetle) and Otiorhynchus sulcatus (black vine weevil). To preserve the original state of the lubricant as well as the microstructures, the FFM measurements were conducted in silicone oil, which satisfies our requirements of transparency, customizable viscosity, absent health risks and lower density compared to the expected density of the lubricant. Microscopic friction was measured on fresh and air-dried samples to stress the change of the lubricant properties over time. Despite the similarity of the two beetle joints, the FFM measurements reveal different frictional properties of the respective lubricants.

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引用次数: 0
Invasion-Migration-Wear Mechanism of Hard Particles at the Interface of Water-Lubricated Rubber Bearing Under Friction Vibration Excitation
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-25 DOI: 10.1007/s11249-025-01961-w
Fuming Kuang, Anbang Zhu, Xincong Zhou, Chengqing Yuan, Hongling Qin, Pan Cao, Dequan Zhu, Qing Li, Qing He, Jun Wang

In sediment environments, water-lubricated rubber bearings are inevitably subjected to particle abrasion, especially during frictional vibration. However, the invasion-migration-wear mechanism of hard particles under frictional vibration excitation remains unclear. This study analyzes the contact strain at the friction interface and the dynamic response of the friction system by constructing a visualized friction pair at the interface and employing digital image processing technology. The results reveal that the friction-induced vibration in the water-lubricated rubber bearing-rotor system primarily manifests as chatter and squeal. Chatter represents a more intense stick–slip behavior, during which larger sediment particles are allowed to invade. These invading particles tend to sink deeper into the friction pair during the stick phase and migrate with the water flow during the slip phase, leading to combined wear in the form of scratches and pits. During squeal, the amplitude of stick–slip behavior is relatively small, allowing only small sediment particles to invade, which result in scratches on the bearing surface. When the system does not experience friction vibration, sediment particles are unlikely to enter the friction interface, even in a sediment-rich environment, and therefore, no significant wear occurs.

Graphical abstract

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引用次数: 0
Enhancing Lubrication Performance of Fluid Film Journal Bearings Using Combined Effects of Herringbone Groove and Porous Bush
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-23 DOI: 10.1007/s11249-024-01953-2
Xun Huang, Shaowen Zhang

This study investigates a method combining a porous bush and herringbone groove to extend the effective working speed range of conventional fluid film journal bearings for machine tool spindles. A novel bearing, termed the porous herringbone groove journal bearing (PHGJB), is proposed. However, existing literature lacks a model that accurately describes the lubrication behavior of the PHGJB. To address this gap, this paper presents a lubrication model for the PHGJB that incorporates velocity slip, angular misalignment, and turbulence effects. This model employs the boundary-fitted coordinate system and finite control volume methods to address the challenges posed by the herringbone grooves and three-dimensional flow within the porous bush. The performances of the PHGJB, a typical hydrodynamic herringbone groove journal bearing (HGJB), and a hydrostatic porous plain journal bearing (PPJB) are compared. Differences between the calculated results from the one- and three-dimensional flow models for the flow within the porous bush are also analyzed. Results show that the PHGJB significantly improves stiffness at low speeds, while enhancing stability and controlling temperature rise at high speeds compared to the HGJB and PPJB. Consequently, it offers a broader operating speed range. The proposed model offers an effective tool for structural design and performance analysis of PHGJBs.

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引用次数: 0
Scale Interval Method for Calculating the Fractal Parameter: Fractal Roughness
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-23 DOI: 10.1007/s11249-025-01960-x
Haoran Liao, Ying Liu, Hongju Li

The Weierstrass-Mandelbrot (W-M) function method is commonly used in surface reconstruction, which integrates parameters such as fractal dimension (D) and fractal roughness (G). The parameter G is typically calculated using the power spectral density (PSD) method. This study identifies deviations in the G calculations. These deviations arise from simplifications made during the derivation process when applying the PSD method. To address this issue, this paper introduces a novel approach based on statistical methods to define the scale interval. This approach involves calculating the G post-alignment of the generated target profile within this interval, followed by surface generation using the W-M function. A comparison between the scale interval method (SI) and the PSD method reveals that the SI method demonstrates better accuracy. A comparative analysis between the generated and actual surfaces substantiates the accuracy of the G calculations using the SI method. This method provides a theoretical foundation for subsequent fractal surface measurements, reconstructions, contact calculations, and dynamic characterizations.

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引用次数: 0
Fabrication of Self-Assembled Cu Nanochains for Water-Based Lubrication Systems
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-23 DOI: 10.1007/s11249-025-01959-4
Keying Hua, Diange Guo, Feng Zhou, Xia Zhang

The development of green and environmentally friendly lubricant additives is crucial in the field of friction. A green modifier, Cardanol polyoxyethylene ether xanthate (CPEOCS2K), was synthesized from natural cashew nut shells derived from Cardanol. Cu nanoparticles were prepared using a simple one-step reduction method, which involved modifying metallic Cu with CPEOCS2K. The long chains of the modifier on the surface of the nanocore interconnected to form a nano-network, and the resulting Cu nanochains exhibited excellent lubrication performance when applied to a water-ethylene glycol (EG) system as a lubricant additive. This encapsulated nanoparticle structure not only enhances the dispersion stability of the nanoparticles but also generates a chemically reactive film that adsorbs onto the wear surface during friction, thereby improving the lubrication effectiveness of the water-based lubricant. The use of natural organic compounds to synthesize modifiers enhances the environmental friendliness of metal nanoparticles as lubricant additives, and the outstanding lubricating performance demonstrates the potential of green lubrication technology.

Graphical Abstract

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引用次数: 0
Harnessing Machine Learning to Predict MoS2 Solid Lubricant Performance 利用机器学习预测二硫化钼固体润滑剂性能
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-14 DOI: 10.1007/s11249-024-01957-y
Dayton J. Vogel, Tomas F. Babuska, Alexander Mings, Peter A. MacDonell, John F. Curry, Steven R. Larson, Michael T. Dugger

Physical vapor deposited (PVD) molybdenum disulfide (MoS2) solid lubricant coatings are an exemplar material system for machine learning methods due to small changes in process variables often causing large variations in microstructure and mechanical/tribological properties. In this work, a gradient boosted regression tree machine learning method is applied to an existing experimental data set containing process, microstructure, and property information to create deeper insights into the process-structure–property relationships for molybdenum disulfide (MoS2) solid lubricant coatings. The optimized and cross-validated models show good predictive capabilities for density, reduced modulus, hardness, wear rate, and initial coefficients of friction. The contribution of individual deposition variables (i.e., argon pressure, deposition power, target conditioning) on coating properties is highlighted through feature importance. The process-property relationships established herein show linear and non-linear relationships and highlight the influence of uncontrolled deposition variables (i.e., target conditioning) on the tribological performance.

物理气相沉积(PVD)二硫化钼(MoS2)固体润滑剂涂层是机器学习方法的典型材料系统,因为工艺变量的微小变化通常会导致微观结构和机械/摩擦学性能的巨大变化。在这项工作中,梯度增强回归树机器学习方法应用于包含工艺、微观结构和性能信息的现有实验数据集,以更深入地了解二硫化钼(MoS2)固体润滑剂涂层的工艺-结构-性能关系。经过优化和交叉验证的模型对密度、降低模量、硬度、磨损率和初始摩擦系数具有良好的预测能力。单个沉积变量(即氩气压力、沉积功率、靶调节)对涂层性能的贡献通过特征重要性来突出。本文建立的工艺性能关系显示出线性和非线性关系,并突出了不受控制的沉积变量(即目标调节)对摩擦学性能的影响。
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引用次数: 0
Sliding Viscoelastic Contacts: Reciprocating Adhesive Contact Mechanics and Hysteretic Loss 滑动粘弹性接触:往复粘接接触力学和滞后损失
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-07 DOI: 10.1007/s11249-024-01952-3
Guido Violano, Giuseppe P. Demelio, Luciano Afferrante

This study investigates the reciprocating motion of a rigid Hertzian indenter on a viscoelastic substrate with adhesion, using a finite element-based numerical model. An innovative methodology is employed to transform the sliding contact problem into an equivalent normal contact problem, enabling the accurate simulation of adhesion effects at the contact interface. The results reveal that system behaviour is governed by the interplay between viscoelasticity and adhesion, leading to notable changes in contact pressure distribution, contact area, and energy dissipation during reciprocating motion. Specifically, viscous dissipation within the substrate material dominates at intermediate sliding speeds, where the interaction between adhesion and viscoelastic relaxation processes results in pronounced hysteresis cycles. In contrast, at low and high sliding speeds (corresponding to the rubbery and glassy regions, respectively), the material behaviour is predominantly elastic, and no hysteresis is observed. Adhesion influences contact pressure distribution and contact size, particularly in the transition regime, where its effects on viscous dissipation are measurable. Moreover, the study clarifies that adhesion alone does not induce hysteresis in elastic regimes, distinguishing reciprocating contact from normal contact, where adhesive hysteresis is typically observed. New insights are also provided into how adhesion and viscoelasticity jointly impact tribological performance, offering a deeper understanding of energy dissipation mechanisms and contact mechanics during motion reversal. Interestingly, our results also show that there is a lag period after motion reversal, where friction aligns with motion direction before eventually changing direction as pressure redistribution occurs within the system. This phenomenon highlights how changes in contact mechanics affect local tribological interactions and can lead to variations in overall system response.

Graphical abstract

本研究采用基于有限元的数值模型,研究了刚性赫兹压头在粘弹性基材上的往复运动。采用一种创新的方法将滑动接触问题转化为等效法向接触问题,从而能够准确地模拟接触界面上的粘附效应。结果表明,系统的行为是由粘弹性和粘附之间的相互作用决定的,导致在往复运动过程中接触压力分布、接触面积和能量耗散发生显著变化。具体来说,在中等滑动速度下,衬底材料内部的粘性耗散占主导地位,其中粘附和粘弹性松弛过程之间的相互作用导致明显的滞后循环。相反,在低和高滑动速度下(分别对应于橡胶区和玻璃区),材料的行为主要是弹性的,没有观察到迟滞。粘附影响接触压力分布和接触尺寸,特别是在过渡区,它对粘性耗散的影响是可测量的。此外,该研究阐明,在弹性状态下,粘附本身不会引起滞后,从而区分了往复接触和正常接触,在正常接触中通常观察到粘附滞后。该研究还提供了粘附性和粘弹性如何共同影响摩擦学性能的新见解,为运动逆转过程中的能量耗散机制和接触力学提供了更深入的理解。有趣的是,我们的结果还表明,在运动逆转后存在一段滞后期,在此期间,摩擦力与运动方向保持一致,然后随着系统内压力的重新分配而最终改变方向。这种现象强调了接触力学的变化如何影响局部摩擦学相互作用,并可能导致整体系统响应的变化。图形抽象
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引用次数: 0
Time-Varying Wear Behavior of CuSn12Ni2 Used for Sliding Planet Gear Bearings During Mixed Lubrication: Experiments and Modeling 滑动行星齿轮轴承用CuSn12Ni2混合润滑时变磨损行为:实验与建模
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-07 DOI: 10.1007/s11249-024-01956-z
Fan Zhang, Lingfeng Cheng, Yuechang Wang, Lei Chen, Jianmei Wang

The application study of sliding bearings in planetary gearboxes of wind turbines has drawn much attention in recent years. However, the heavy-load and low-velocity working conditions will lead to serious wear of bearings that will affect service performance and life. CuSn12Ni2, a competitive material for such situations, is evaluated to reveal the time-varying wear behavior in this paper on a typical ball-on-disk testing rig. Furthermore, a wear model was proposed by the dimensional analysis theory. The results show that CuSn12Ni2 represents a lower friction coefficient and wear rate during the varying test duration under 90 ℃ than at room temperature, and 10 to 30 min can be considered to be the transition zone, marking the shift from a severe running-in stage to a relatively stable, rapid running-in stage. The wear surface of CuSn12Ni2 is dominated by abrasive wear and adhesive wear, accompanied by fatigue wear and tribochemical reaction at high temperature. However, the evolution model of the wear width and depth changing with wear duration is given in explicit form, and the adjusted R2 is no less than 0.99. These time-varying wear data and models are meaningful for constructing the time-varying life evaluation model of sliding planet gear bearings.

Graphical abstract

滑动轴承在风力发电机行星齿轮箱中的应用研究近年来备受关注。然而,重载和低速工作条件将导致轴承严重磨损,从而影响使用性能和寿命。CuSn12Ni2是这种情况下的竞争材料,本文在一个典型的球盘测试台上评估了CuSn12Ni2的时变磨损行为。在此基础上,利用量纲分析理论建立了磨损模型。结果表明:在90℃下,CuSn12Ni2在不同试验时间内的摩擦系数和磨损率均低于室温,10 ~ 30 min为过渡区,标志着从剧烈磨合阶段向相对稳定、快速磨合阶段转变;CuSn12Ni2的磨损表面以磨粒磨损和粘着磨损为主,并伴有疲劳磨损和高温摩擦化学反应。而磨损宽度和深度随磨损持续时间变化的演化模型以显式形式给出,调整后的R2不小于0.99。这些时变磨损数据和模型对于构建滑动行星齿轮轴承时变寿命评估模型具有重要意义。图形抽象
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引用次数: 0
Wear Behavior Dominated by Strain Partitioning Between Retained Austenite and α-Fe in Bainitic Steel 贝氏体钢中残余奥氏体与α-Fe之间的应变分配主导磨损行为
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-04 DOI: 10.1007/s11249-024-01955-0
Sida Chen, Qinyuan Huang, Fengshuai Wu, Zulai Li, Quan Shan

The strains in α-Fe (bainite) and retained austenite (RA) exhibit an apparent discrepancy during deformation, namely strain partitioning, which can determine the tensile behavior of bainitic steels. Due to the involvement of plastic deformation and strain accumulation in the wear process, the strain partitioning phenomenon must be considered in the study of wear mechanisms. The impact wear tests results indicated that the wear behavior was strongly affected by strain partitioning between α-Fe and RA, and the initial hardness and work-hardening rate were not the main factors determining the wear resistance. The strain partitioning is closely related to the RA morphology tailored by isothermal processes, which was proved by in situ tensile test. The strain discrepancy between the continuous thin-film RA and α-Fe was shown to be less significant. A smaller strain discrepancy alleviated stress concentration and minimized the occurrence of cracks and material spalling during wear. The strain discrepancy between blocky RA and α-Fe was shown to be greater. The high-strain in blocky RA promoted the strain-induced transformation (SIT) effect and increased the work-hardening rate; however, it led to strain concentration on the worn surface and accelerated surface spalling.

α-Fe(贝氏体)和残余奥氏体(RA)中的应变在变形过程中表现出明显的差异,即应变分配,这决定了贝氏体钢的拉伸行为。由于磨损过程中存在塑性变形和应变积累,因此在磨损机理研究中必须考虑应变分配现象。冲击磨损试验结果表明,α-Fe和RA之间的应变分配对磨损行为有强烈影响,初始硬度和加工硬化率不是决定耐磨性的主要因素。应变分配与等温过程定制的RA形貌密切相关,这一点在原位拉伸试验中得到了证实。连续薄膜RA与α-Fe之间的应变差异不显著。较小的应变差减轻了应力集中,最大限度地减少了磨损过程中裂纹和材料剥落的发生。块状RA与α-Fe之间的应变差异较大。块状RA中的高应变促进了应变诱导转化(SIT)效应,提高了加工硬化速率;然而,它导致磨损表面应变集中,加速表面剥落。
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引用次数: 0
Size Effect on the Spherical Scratch Response in Single Crystalline Copper 单晶铜中球形划痕响应的尺寸效应
IF 2.9 3区 工程技术 Q2 ENGINEERING, CHEMICAL Pub Date : 2025-01-04 DOI: 10.1007/s11249-024-01954-1
Jinxuan Zhu, Tao He

The characterization of wear response in crystalline materials poses some challenges due to the presence of the size effect at small scales. In this study, we systematically conducted spherical nano-scratch simulations on (101)-oriented copper, using the mechanism-based strain gradient crystal plasticity theory, to explore the indenter size effect in the scratch hardness. The developed nano-scratch models are validated experimentally by comparing scratch depths and topographies. By examining the results obtained from conventional crystal plasticity and mechanism-based strain gradient crystal plasticity simulations, an indenter size effect in scratch hardness was identified. Furthermore, the mechanism of the indenter size effect in scratch hardness was quantitatively analyzed, by discussing the proportion of geometrically necessary dislocation lengths in the cumulative increments of dislocations.

由于小尺度尺寸效应的存在,对晶体材料磨损响应的表征提出了一些挑战。本研究采用基于应变梯度晶体塑性机理的理论,系统地对(101)取向铜进行了球形纳米划痕模拟,探讨了压头尺寸对划痕硬度的影响。通过比较纳米划痕的深度和形貌,对所建立的纳米划痕模型进行了实验验证。通过对比常规晶体塑性和基于应变梯度的晶体塑性模拟结果,确定了压头尺寸对划痕硬度的影响。此外,通过讨论几何必要位错长度占位错累积增量的比例,定量分析了压头尺寸对划痕硬度影响的机理。
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引用次数: 0
期刊
Tribology Letters
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