Liaoning Key Laboratory of Marine Sensing and Intelligent Detection, Dalian Maritime University, Dalian, P. R. China.
Department of Information Science and Technology, Dalian Maritime University, Dalian, P. R. China.
Electrophoresis. 2023 Aug;44(15-16):1210-1219. doi: 10.1002/elps.202300026. Epub 2023 May 2.
Wear debris analysis provides an early warning of mechanical transmission system aging and wear fault diagnosis, which has been widely used in machine health monitoring. The ability to detect and distinguish the ferromagnetic and nonmagnetic debris in oil is becoming an effective way to assess the health status of machinery. In this work, an Fe-poly(dimethylsiloxane) (PDMS)-based magnetophoretic method for the continuous separation of ferromagnetic iron particles by diameter and the isolation of ferromagnetic particles and nonmagnetic particles with similar diameter by type is developed. The particles experience magnetophoretic effects when passing through the vicinity of the Fe-PDMS where the strongest gradient of the magnetic fields exists. By choosing a relatively short distance between the magnet and the sidewall of the horizontal main channel and the length of Fe-PDMS with controlled particles flow rate, the diameter-dependent separation of ferromagnetic iron particles, that is, smaller than 7 µm, in the range of 8-12 µm, and larger than 14 µm, and the isolation of ferromagnetic iron particles and nonmagnetic aluminum particles based on opposite magnetophoretic behaviors by types are demonstrated, providing a potential method for the detection of wear debris particles with a high sensitivity and resolution and the diagnostic of mechanical system.
磨屑分析为机械传动系统老化和磨损故障诊断提供了早期预警,已广泛应用于机器健康监测中。检测和区分油中铁磁性和非铁磁性磨屑的能力正成为评估机器健康状况的有效方法。在这项工作中,开发了一种基于 Fe-聚二甲基硅氧烷(PDMS)的磁泳方法,用于连续按直径分离铁磁性铁颗粒,并按类型分离具有相似直径的铁磁性颗粒和非铁磁性颗粒。当颗粒通过存在最强磁场梯度的 Fe-PDMS 附近时,它们会经历磁泳效应。通过选择磁铁和水平主通道侧壁之间的相对较短距离以及具有受控颗粒流速的 Fe-PDMS 的长度,可以实现铁磁性铁颗粒的直径依赖性分离,即小于 7 µm 的颗粒在 8-12 µm 的范围内,以及大于 14 µm 的颗粒,并且可以根据相反的磁泳行为按类型隔离铁磁性铁颗粒和非铁磁性铝颗粒,为具有高灵敏度和分辨率的磨损颗粒检测和机械系统诊断提供了一种潜在的方法。