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使用微米和纳米颗粒的钛复合润滑脂中的摩擦协同作用。

Tribo-synergism in titanium complex grease using micro and nano particles.

作者信息

Niu Ming, Gao Yunbo, Wang Xinyu, Liu Zhenghu

机构信息

School of Traffic and Vehicle Engineering, Wuxi University, Wuxi, Jiangsu, China.

SPIC Gansu Electric Power Co., Ltd, Lanzhou, Gansu, China.

出版信息

PLoS One. 2025 May 12;20(5):e0323444. doi: 10.1371/journal.pone.0323444. eCollection 2025.

Abstract

Micro-nano additive-enhanced lubricating greases are pivotal for extreme-condition tribology, yet optimizing synergistic additive concentrations remains constrained by conventional experimental designs. This study employs a central composite design (CCD) coupled with MATLAB response surface methodology to precisely determine optimal concentrations of nano-graphite (N-G), graphene (GN), and potassium borate (PB) in titanium complex grease. Fifteen formulations were tested under progressive loads (98-598 N) via four-ball tribometry, with SEM/XPS characterizing wear mechanisms. The synergistic grease (G-MX: 0.83 wt% N-G, 0.05 wt% GN, 2.59 wt% PB) reduced the average friction coefficient by 45.3% and wear scar diameter by 23.3% versus base grease, surpassing single-additive variants. The CCD-MATLAB framework addressed sampling limitations of prior orthogonal methods, enabling optimization beyond discrete testing points. Mechanistic analysis revealed a dual lubrication regime: physically adsorbed films (soap molecules and refined PB particles) dominated at low loads, while chemically bonded tribofilms (Fe₃C, B₂O₃, TiO₂) ensured wear resistance under extreme pressures.

摘要

微纳添加剂增强润滑脂对极端条件下的摩擦学至关重要,然而,传统实验设计限制了协同添加剂浓度的优化。本研究采用中心复合设计(CCD)结合MATLAB响应面方法,精确确定钛复合润滑脂中纳米石墨(N-G)、石墨烯(GN)和硼酸钾(PB)的最佳浓度。通过四球摩擦磨损试验,在递增载荷(98 - 598 N)下测试了15种配方,并用扫描电子显微镜/ X射线光电子能谱表征磨损机制。与基础润滑脂相比,协同润滑脂(G-MX:0.83 wt% N-G、0.05 wt% GN、2.59 wt% PB)的平均摩擦系数降低了45.3%,磨斑直径减小了23.3%,优于单添加剂变体。CCD-MATLAB框架解决了先前正交方法的采样限制,实现了超越离散测试点的优化。机理分析揭示了一种双重润滑机制:在低载荷下,物理吸附膜(皂分子和精制PB颗粒)起主导作用,而化学键合摩擦膜(Fe₃C、B₂O₃、TiO₂)在极端压力下确保耐磨性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6af8/12068603/15e90d10c707/pone.0323444.g001.jpg

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