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Improved Tribological Performance of ta-C/MoSx Coatings Deposited on Laser Micro-Structured Steel Substrates in Both Vacuum and Air 激光微结构钢基底上沉积的 ta-C/MoSx 涂层在真空和空气中的摩擦学性能得到改善
Pub Date : 2024-06-01 DOI: 10.3390/lubricants12060200
S. Makowski, Fabian Härtwig, M. Soldera, Mahmoud Ojeil, L. Lorenz, Frank Kaulfuß, A. Lasagni
Vacuum and air atmospheres impose very different requirements on tribological-loaded contacts, which usually require different surface materials. While hard tetrahedral amorphous carbon (ta-C) coatings provide good tribological properties in air, soft coatings such as molybdenum disulfide (MoS2) work well in a vacuum. Tribological performance in the respective other environment, however, is poor. In this work, the combination of laser microstructured (direct laser interference patterning) steel substrates and the deposition of ta-C and MoSx coatings with vacuum arc evaporation (LaserArc™) was studied, resulting in steel/DLIP, steel/DLIP/ta-C, steel/DLIP/MoSx, steel/DLIP/ta-C/MoSx, and steel/MoSx surface combinations. The tribological properties were studied using a ball-on-disk tribometer with a steel ball counter body in air and in a vacuum (p < 5 × 10−7 mbar). The type of the topmost coating governed their tribological properties in the respective atmosphere, and no general beneficial influence of the microstructure was found. However, steel/DLIP/ta-C/MoSx performed best in both conditions and endured the highest contact pressure, which is attributed to the mechanical support of the ta-C coating and MoSx reservoir in the remaining structure, as evidenced by Raman spectroscopy. The findings suggest that such combination allows for surfaces bearing a high load capacity that can be applied in both a vacuum and in air, for example, in multi-use space applications.
真空和空气环境对摩擦载荷触点的要求截然不同,通常需要不同的表面材料。硬质四面体无定形碳(ta-C)涂层在空气中具有良好的摩擦学性能,而二硫化钼(MoS2)等软质涂层在真空中则效果良好。但在其他相应环境中的摩擦学性能却很差。在这项工作中,研究了激光微结构(直接激光干涉图案化)钢基板与真空电弧蒸发(LaserArc™)沉积ta-C 和 MoSx 涂层的组合,结果是钢/DLIP、钢/DLIP/ta-C、钢/DLIP/MoSx、钢/DLIP/ta-C/MoSx 和钢/MoSx 表面组合。在空气和真空(p < 5 × 10-7 mbar)条件下,使用带有钢球计数器的盘上球摩擦磨损试验机对摩擦学特性进行了研究。最上层涂层的类型决定了它们在相应气氛中的摩擦学特性,而微观结构并没有产生普遍的有利影响。不过,钢/DLIP/ta-C/MoSx 在这两种条件下的性能都最好,承受的接触压力也最高,这要归功于剩余结构中 ta-C 涂层和 MoSx 储层的机械支持,拉曼光谱也证明了这一点。研究结果表明,这种组合可使表面具有高承载能力,既能在真空中使用,也能在空气中使用,例如在多用途空间应用中。
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引用次数: 0
Tribology of 2D Nanomaterials 二维纳米材料的摩擦学
Pub Date : 2024-06-01 DOI: 10.3390/lubricants12060199
Yanfei Liu, Xiangyu Ge
Tribology is the science and engineering of interacting surfaces in relative motion [...]
摩擦学是研究相对运动中相互作用表面的科学和工程学 [...]
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引用次数: 0
Progress in Theoretical Modelling of Macroscopic and Microscopic Dynamics of Bolted Joints in Complex Equipment 复杂设备螺栓连接宏观和微观动力学理论建模的进展
Pub Date : 2024-05-17 DOI: 10.3390/lubricants12050182
Xiaohan Lu, Min Zhu, Shengao Wang, Shengnan Li, Zi-jian Xu, Yilong Liu
Bolt connection structure is a common form of connecting large and complex equipment. Its object contact surfaces under normal and tangential loads will appear in the form of slip and adhesion, which affects the service life of mechanical equipment. Bolted connection structures cause changes in stiffness and damping, which have great impacts on the dynamic characteristics. Experimental studies and numerical simulations have difficulty predicting the overall performance of bolts in a timely manner, hence cannot ensure the reliability and safety of complex equipment. In order to improve the overall performance of complex equipment, it is necessary to study the contact theory model of bolt connection structures. Based on the relationship between friction force and velocity in the classical friction model, the mathematical expressions of restoring force and tangential displacement in the kinetic theory model are deduced to predict the stiffness degradation of the bolted structure and to characterise the kinetic properties and laws of the bolted structure. From the perspective of theoretical calculation, it makes up for the situation in which it is difficult to measure the performance of bolts due to the existence of spanning scale and provides theoretical support for the reliability of connecting complex equipment. This paper summarises and analyses the contact theory model of bolt connection structures, ranging from macroscopic to microscopic; describes the static friction model, kinetic friction model, statistical summation contact model, fractal contact model; and analyses the influencing factors of the microscopic contact mechanism. The advantages and disadvantages of the kinetic theoretical models are described, the manifestation of friction and the relationship between tangential force–displacement are discussed, and the key research directions of the kinetic theoretical models of bolted structures in the future are elucidated.
螺栓连接结构是连接大型复杂设备的常用形式。其物体接触面在法向和切向载荷作用下会出现滑移和粘连,影响机械设备的使用寿命。螺栓连接结构会引起刚度和阻尼的变化,对动态特性有很大影响。实验研究和数值模拟难以及时预测螺栓的整体性能,因此无法确保复杂设备的可靠性和安全性。为了提高复杂设备的整体性能,有必要研究螺栓连接结构的接触理论模型。根据经典摩擦模型中摩擦力和速度的关系,推导出动力学理论模型中恢复力和切向位移的数学表达式,从而预测螺栓结构的刚度衰减,表征螺栓结构的动力学特性和规律。从理论计算的角度来看,弥补了由于跨度尺度的存在而难以测量螺栓性能的情况,为复杂设备的连接可靠性提供了理论支持。本文总结分析了螺栓连接结构从宏观到微观的接触理论模型,阐述了静摩擦模型、动摩擦模型、统计求和接触模型、分形接触模型,并分析了微观接触机理的影响因素。阐述了动力学理论模型的优缺点,讨论了摩擦力的表现形式和切向力-位移之间的关系,阐明了未来螺栓连接结构动力学理论模型的重点研究方向。
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引用次数: 0
A Review of Chemical Modification of Vegetable Oils and Their Applications 植物油化学改性及其应用综述
Pub Date : 2024-05-17 DOI: 10.3390/lubricants12050180
Yongjing Zeng, Zichen Shang, Zeni Zheng, Ning Shi, Bo Yang, Sheng Han, Jincan Yan
In order to cope with the shortage of non-renewable energy and the increasingly environmental pollution, sustainable vegetable oils, as competitive alternatives, have widely been held in the good graces of the researchers. Vegetable oils are suitable for a wide range of applications such as biofuels and biodiesel. However, the development of vegetable oils is limited due to the characteristics of unsatisfactory oxidation stability and poor cold-flow properties. Chemical modification is considered as an effective solution to enhance the performance. The research progress of the chemical modification methods and applications of vegetable oils in recent years are summarized in this review. Reducing the content of carbon–carbon double bonds and increasing the degree of saturation are the keys to improve the physicochemical properties of vegetable oils. The prospects for the development direction and challenges of vegetable oils are proposed. Future research may focus on the use of multifunctional catalysts to optimize reaction conditions or to introduce active groups with lubricating properties in epoxidation reactions and explore the combination of chemical and auxiliary methods.
为了应对不可再生能源的短缺和日益严重的环境污染,可持续植物油作为具有竞争力的替代品,受到了研究人员的广泛青睐。植物油可广泛应用于生物燃料和生物柴油等领域。然而,由于植物油的氧化稳定性不理想、冷流特性差等特点,植物油的发展受到了限制。化学改性被认为是提高其性能的有效解决方案。本综述总结了近年来植物油化学改性方法和应用的研究进展。降低碳碳双键含量和提高饱和度是改善植物油理化性质的关键。提出了植物油的发展方向和挑战。未来研究的重点可能是使用多功能催化剂优化反应条件,或在环氧化反应中引入具有润滑性能的活性基团,以及探索化学和辅助方法的结合。
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引用次数: 0
Advances in Contact Mechanics 接触力学的进展
Pub Date : 2024-05-16 DOI: 10.3390/lubricants12050179
Haichao Liu, Haibo Zhang, Xiaoyu Ding
Advancements in contact mechanics play an important role in the design of modern mechanical and bio-medical systems, enhancing their efficiency, power density, and reliability [...]
接触力学的进步在现代机械和生物医学系统的设计中发挥着重要作用,提高了系统的效率、功率密度和可靠性 [...]
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引用次数: 0
Investigation of the Tribological Properties of Hybrid Additive-Modified Water-Based Lubricating Fluid 混合添加剂改性水基润滑油的摩擦学特性研究
Pub Date : 2024-05-15 DOI: 10.3390/lubricants12050178
R. Kreivaitis, Jolanta Treinytė, A. Kupčinskas, M. Gumbytė, E. Sendžikienė
Water-based lubricating fluids (WBLFs), known for their significant environmental benefits, are the focus of this study. The properties of WBLFs directly influence lubricated mechanisms’ longevity and operating efficiency. WBLFs are enhanced using additives, which must improve their properties and, at the same time, remain environmentally friendly. This study combines bis(2-hydroxyethyl) ammonium erucate protic ionic liquid and titanium oxide nanoparticles to formulate the hybrid additive. The lubricity was investigated using Alumina/Bearing steel and WC/Bearing steel friction pairs in a reciprocating ball-on-plate tribo-tester. The results show that protic ionic liquid can significantly improve lubricity and the corrosion-preventing ability of the base fluid. Applying a hybrid additive further improved the wear reduction ability in the WC/Bearing steel friction pair. However, the wear reduction ability was diminished when a hybrid additive was used to lubricate the Alumina/Bearing steel friction pair. The proposed lubricity improvement mechanism is based on forming an adsorption layer of ionic liquid molecules and rolling and tribo-sintering titanium oxide nanoparticles.
水基润滑油(WBLF)因其显著的环境效益而闻名,是本研究的重点。水基润滑油的特性直接影响润滑机构的使用寿命和运行效率。使用添加剂可提高 WBLF 的性能,但同时必须保持环保。本研究将二(2-羟乙基)二酸铵原离子液体和纳米氧化钛颗粒结合起来,配制成混合添加剂。在往复式球-板摩擦试验机中,使用氧化铝/轴承钢和碳化钨/轴承钢摩擦副对润滑性进行了研究。结果表明,原生离子液体能显著提高润滑性和基液的防腐蚀能力。混合添加剂的应用进一步提高了 WC/轴承钢摩擦副的减磨能力。然而,当混合添加剂用于润滑氧化铝/轴承钢摩擦副时,磨损降低能力则有所减弱。所提出的润滑性改进机制是基于离子液体分子与滚动和三重烧结氧化钛纳米颗粒形成吸附层。
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引用次数: 0
Test Method for Rapid Prediction of Steady-State Temperature of Outer Rings of Bearings under Grease Lubrication Conditions 快速预测脂润滑条件下轴承外圈稳态温度的测试方法
Pub Date : 2024-05-15 DOI: 10.3390/lubricants12050177
Zhongbing Xia, Fang Yang, Xiqiang Ma, Nan Guo, Xiao Wang, Yunhao Cui, Yuchen Duan
Temperature has a great influence on the stability of bearing performance. For the study of bearing steady-state temperature, this paper proposes a test method to quickly predict the steady-state temperature of the outer ring of a bearing, which solves the problems in traditional theoretical calculations and simulation analysis methods such as the large number of calculations, complex models, and large errors. Firstly, a mathematical prediction model is established according to the bearing temperature-rise law; then, a bearing steady-state temperature detection device is designed; and finally, the prediction model parameters are solved according to the experimental results, and experimental verification is carried out. It is shown that the prediction model has high accuracy under different load and speed conditions, and the error between the predicted steady-state temperature and the tested steady-state temperature is less than 0.7 °C. This prediction method reduces the single test time of the same speed to 60 min, which greatly improves the efficiency of the temperature detection test. The steady-state temperature model has important theoretical significance in guiding the study of the limiting speed of bearings.
温度对轴承性能的稳定性有很大影响。针对轴承稳态温度的研究,本文提出了一种快速预测轴承外圈稳态温度的测试方法,解决了传统理论计算和仿真分析方法计算量大、模型复杂、误差大等问题。首先,根据轴承温升规律建立数学预测模型;然后,设计轴承稳态温度检测装置;最后,根据实验结果求解预测模型参数,并进行实验验证。结果表明,该预测模型在不同载荷和转速条件下具有较高的精度,预测的稳态温度与测试的稳态温度之间的误差小于 0.7 ℃。该预测方法将相同速度下的单次测试时间缩短至 60 min,大大提高了温度检测试验的效率。稳态温度模型对轴承极限转速的研究具有重要的理论指导意义。
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引用次数: 0
AsdinNorm: A Single-Source Domain Generalization Method for the Remaining Useful Life Prediction of Bearings AsdinNorm:用于轴承剩余使用寿命预测的单源域泛化方法
Pub Date : 2024-05-14 DOI: 10.3390/lubricants12050175
Juan Xu, Bin Ma, Weiwei Chen, Chengwei Shan
The remaining useful life (RUL) of bearings is vital for the manipulation and maintenance of industrial machines. The existing domain adaptive methods have achieved major achievements in predicting RUL to tackle the problem of data distribution discrepancy between training and testing sets. However, they are powerless when the target bearing data are not available or unknown for model training. To address this issue, we propose a single-source domain generalization method for RUL prediction of unknown bearings, termed as the adaptive stage division and parallel reversible instance normalization model. First, we develop the instance normalization of the vibration data from bearings to increase data distribution diversity. Then, we propose an adaptive threshold-based degradation point identification method to divide the healthy and degradation stages of the run-to-failure vibration data. Next, the data from degradation stages are selected as training sets to facilitate the RUL prediction of the model. Finally, we combine instance normalization and instance denormalization of the bearing data into a unified GRU-based RUL prediction network for the purpose of leveraging the distribution bias in instance normalization and improving the generalization performance of the model. We use two public datasets to verify the proposed method. The experimental results demonstrate that, in the IEEE PHM Challenge 2012 dataset experiments, the prediction accuracy of our model with the average RMSE value is 1.44, which is 11% superior to that of the suboptimal comparison model (Transformer model). It proves that our model trained on one-bearing data achieves state-of-the-art performance in terms of prediction accuracy on multiple bearings.
轴承的剩余使用寿命(RUL)对工业机器的操作和维护至关重要。现有的域自适应方法在预测 RUL 方面取得了重大成就,解决了训练集和测试集之间数据分布不一致的问题。然而,当目标轴承数据不可用或未知,无法进行模型训练时,这些方法就无能为力了。针对这一问题,我们提出了一种用于未知轴承 RUL 预测的单源域泛化方法,即自适应阶段划分和并行可逆实例归一化模型。首先,我们开发了轴承振动数据的实例归一化,以增加数据分布的多样性。然后,我们提出了一种基于阈值的自适应退化点识别方法,以划分运行至故障振动数据的健康阶段和退化阶段。然后,选择退化阶段的数据作为训练集,以促进模型的 RUL 预测。最后,我们将轴承数据的实例归一化和实例去归一化结合到统一的基于 GRU 的 RUL 预测网络中,以利用实例归一化中的分布偏差,提高模型的泛化性能。我们使用两个公共数据集来验证所提出的方法。实验结果表明,在 IEEE PHM Challenge 2012 数据集实验中,我们模型的预测准确率(平均 RMSE 值)为 1.44,比次优对比模型(Transformer 模型)高出 11%。这证明,我们在单轴承数据上训练的模型在多轴承预测精度方面达到了最先进的性能。
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引用次数: 0
Tribological Behavior of Polydiethylsiloxane (PDES) in a Si3N4 and M50 System under Low Temperatures from −80 to 25 °C 聚二乙基硅氧烷 (PDES) 在 Si3N4 和 M50 系统中的摩擦学特性(-80 至 25 °C)--低温条件下的摩擦学特性
Pub Date : 2024-05-14 DOI: 10.3390/lubricants12050176
Junhao Han, Yong Tang, Luo Yue, Xianzhen Ma, Hao Jia, Ningxia Liu, Pengpeng Bai, Yonggang Meng, Yu Tian
Lubricants must exhibit good tribological behavior at low temperatures to ensure reliable startups in very cold regions. This study investigates the performance of lubricants, with a specific focus on their capacity for high-temperature lubrication and ensuring reliable low-temperature startup in engines. Experiments were conducted to assess the friction and wear characteristics of polydiethylsiloxane in conjunction with a Si3N4 ball and M50 (8Cr4Mo4V) steel across a temperature range of −80 °C to 25 °C. The results indicate that the coefficient of friction, as determined through friction and wear tests at various temperatures, remained below 0.1. As temperatures progressively decreased, the system’s friction coefficient increased, and wear volumes recorded at 25 °C and −60 °C were 9749.513 µm³ and 105.006 µm³, respectively, culminating in lubrication failure at −100 °C. This failure is primarily attributed to the increased viscosity and decreased mobility of polydiethylsiloxane at extremely low temperatures. Additionally, the reduced temperature increases the strength of the quenched steel, leading to hard particles or protrusions on the material’s surface, which collide with the Si3N4 ball during friction, causing adhesion and spalling. Despite this, polydiethylsiloxane forms a stable protective oil film on the surface, enhancing the system’s lubrication performance. However, below −80 °C, this oil film begins to tear, leading to diminished lubrication efficacy. This study provides valuable data supporting the field of cryogenic lubrication.
润滑油必须在低温条件下表现出良好的摩擦学性能,以确保在极寒地区可靠启动。本研究调查了润滑油的性能,重点关注其高温润滑和确保发动机可靠低温启动的能力。实验评估了聚二乙基硅氧烷与 Si3N4 球和 M50 (8Cr4Mo4V) 钢在 -80 °C 至 25 °C 温度范围内的摩擦和磨损特性。结果表明,在不同温度下通过摩擦和磨损测试确定的摩擦系数一直低于 0.1。随着温度逐渐降低,系统的摩擦系数增大,在 25 °C 和 -60 °C 时记录的磨损量分别为 9749.513 µm³ 和 105.006 µm³,最终在 -100 °C 时润滑失效。润滑失效的主要原因是聚二乙基硅氧烷在极低温度下粘度增加,流动性降低。此外,温度降低会增加淬火钢的强度,导致材料表面出现硬质颗粒或突起,在摩擦过程中与 Si3N4 球碰撞,造成粘附和剥落。尽管如此,聚二乙基硅氧烷仍能在表面形成一层稳定的保护油膜,提高系统的润滑性能。然而,当温度低于 -80 °C 时,油膜会开始撕裂,导致润滑效果降低。这项研究为低温润滑领域提供了宝贵的数据支持。
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引用次数: 0
Effect of Nano-CuO and 2-Mercaptobenzothiazole on the Tribological Properties of Ultra-High Molecular Weight Polyethylene 纳米氧化铜和 2-巯基苯并噻唑对超高分子量聚乙烯摩擦学特性的影响
Pub Date : 2024-05-12 DOI: 10.3390/lubricants12050174
A. Vasilev, A. Dyakonov, S. N. Danilova, Igor S. Makarov, Anastasia V. Okoneshnikova, A. Okhlopkova
In this study, the tribological properties of nanocomposites based on ultra-high molecular weight polyethylene (UHMWPE) filled with nano-CuO and 2-mercaptobenzothiazole (CuO/MBT) in mass ratios of 1:1 and 2:1 were investigated. In the supramolecular structure of UHMWPE nanocomposites, spherulites of several hundred micrometers in size are formed. The density of UHMWPE nanocomposites slightly increases relative to the pure polymer, reaching a maximum at 2 wt.% CuO/MBT in both ratios. The Shore D hardness and compressive stress of the UHMWPE nanocomposites showed an improvement of 5–6% and 23–35%, respectively. The wear resistance and coefficient of friction of UHMWPE nanocomposites were tested using a pin-on-disk configuration under dry friction conditions on #45 steel and on P320 sandpaper. It was shown that the wear rate of UHMWPE nanocomposites filled with 2 wt.% CuO/MBT decreased by ~3.2 times compared to the pure polymer, and the coefficient of friction remained at the level of the polymer matrix. Abrasive wear showed an improvement in UHMWPE nanocomposites filled with 1 wt.% CuO/MBT compared to the polymer matrix and other samples. The worn surfaces of the polymer composites after dry friction were examined by scanning electron microscopy and IR spectroscopy. The formation of secondary structures in the form of tribofilms that protect the material from wear was demonstrated. Due to this, the wear mechanism of UHMWPE nanocomposites is transformed from adhesive to fatigue wear. The developed materials, due to improved mechanical and tribological properties, can be used as parts in friction units of machines and equipment.
本研究探讨了基于超高分子量聚乙烯(UHMWPE)的纳米复合材料的摩擦学特性,该复合材料中填充了纳米氧化铜和 2-巯基苯并噻唑(CuO/MBT),其质量比分别为 1:1 和 2:1。在超高分子量聚乙烯纳米复合材料的超分子结构中,形成了几百微米大小的球状颗粒。与纯聚合物相比,超高分子量聚乙烯纳米复合材料的密度略有增加,在两种比例的 CuO/MBT 均为 2 wt.% 时达到最大值。超高分子量聚乙烯纳米复合材料的肖氏硬度和压缩应力分别提高了 5-6% 和 23-35%。在 45 号钢和 P320 砂纸的干摩擦条件下,使用针盘配置测试了超高分子量聚乙烯纳米复合材料的耐磨性和摩擦系数。结果表明,与纯聚合物相比,填充了 2 wt.% CuO/MBT 的超高分子量聚乙烯纳米复合材料的磨损率降低了约 3.2 倍,摩擦系数保持在聚合物基体的水平。与聚合物基体和其他样品相比,填充了 1 wt.% CuO/MBT 的超高分子量聚乙烯纳米复合材料的磨料磨损有所改善。干摩擦后聚合物复合材料的磨损表面通过扫描电子显微镜和红外光谱进行了检测。结果表明,三膜形式的次生结构的形成保护了材料免受磨损。因此,超高分子量聚乙烯纳米复合材料的磨损机制从粘着磨损转变为疲劳磨损。所开发的材料具有更好的机械和摩擦学特性,可用作机器和设备摩擦装置的部件。
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引用次数: 0
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