A nonlinear dynamic model for non-contact mechanical seals with fluid-solid-thermal coupling effects

IF 6.1 1区 工程技术 Q1 ENGINEERING, MECHANICAL
Xiang Zhao, Ying Liu, Hongju Li
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引用次数: 0

Abstract

The dynamic characteristics of non-contact mechanical seals are affected by multi-physics and secondary seal non-linearities, which are ignored in traditional dynamic models. As a result, it struggles to accurately predict dynamic response of sealing systems under actual operating environments. To overcome these limitations, this work aims to propose an advanced dynamic model that integrates the fluid-thermal-solid coupling and nonlinearities of secondary seal. Based on the results of steady-state multi-physics coupling calculations, the transient data set of the primary seal is obtained using the perturbation method. A surrogate model between film thickness and dynamic parameters is established using machine learning method. The existing nonlinear model of the secondary seals is discretized and expressed numerically. A co-simulation solution method of the dynamic model is introduced to enable rapid calculation of dynamic responses. To verify the accuracy of the model, a novel method to measure performance parameters and dynamic responses of the mechanical seal is also proposed by applying force perturbation. The effectiveness of the proposed model is proven through comparisons with several experiments. The analysis reveals that the sealing system has good interference resistance and stability with design parameters. The hysteresis effect of the secondary seal is one of the key factors affecting tracking performance, which increases the risk of end-face wear and excessive leakage. This work provides theoretical guidance for multi-physics coupling and dynamic modelling of non-contact mechanical seals, laying the model and method foundation for failure analysis.
考虑流固热耦合效应的非接触式机械密封非线性动力学模型
非接触式机械密封的动态特性受到多物理场和二次密封非线性的影响,而传统的动力学模型忽略了这些非线性。因此,它很难准确预测密封系统在实际操作环境下的动态响应。为了克服这些限制,本工作旨在提出一种集成了流-热-固耦合和二次密封非线性的先进动态模型。在稳态多物理场耦合计算结果的基础上,采用微扰法得到了主密封的瞬态数据集。利用机器学习方法建立了膜厚与动态参数之间的代理模型。对现有的二次密封非线性模型进行离散化,并进行数值表示。为了实现动态响应的快速计算,提出了一种动态模型的联合仿真求解方法。为了验证模型的准确性,提出了一种采用力摄动测量机械密封性能参数和动态响应的新方法。通过与多个实验的比较,证明了该模型的有效性。分析表明,密封系统具有良好的抗干扰性和设计参数的稳定性。二次密封的滞后效应是影响跟踪性能的关键因素之一,它增加了端面磨损和泄漏过大的风险。为非接触式机械密封的多物理场耦合和动力学建模提供了理论指导,为失效分析奠定了模型和方法基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Tribology International
Tribology International 工程技术-工程:机械
CiteScore
10.10
自引率
16.10%
发文量
627
审稿时长
35 days
期刊介绍: Tribology is the science of rubbing surfaces and contributes to every facet of our everyday life, from live cell friction to engine lubrication and seismology. As such tribology is truly multidisciplinary and this extraordinary breadth of scientific interest is reflected in the scope of Tribology International. Tribology International seeks to publish original research papers of the highest scientific quality to provide an archival resource for scientists from all backgrounds. Written contributions are invited reporting experimental and modelling studies both in established areas of tribology and emerging fields. Scientific topics include the physics or chemistry of tribo-surfaces, bio-tribology, surface engineering and materials, contact mechanics, nano-tribology, lubricants and hydrodynamic lubrication.
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