滚动轴承早期故障演变的非线性动态建模和振动分析
Longkui Zheng1, Yang Xiang2, Ning Luo3
1College of Oceanography, Yantai University, Yantai, 264000, China. 752016097@qq.com.
Scientific reports
|October 10, 2024
概括
这项研究引入了一个新的非线性动态模型来追踪早期滚动轴承故障. 该模型准确地预测了故障演变和振动特征,改善了机械诊断.
科学领域:
- 机械工程 机械工程
- 振动分析 振动分析
- 状态监控 状态监控
背景情况:
- 滚动轴承的状况对于旋转机械至关重要.
- 有限的研究存在于滚动轴承的早期故障演变.
研究的目的:
- 开发一个创新的非线性动态模型,用于滚动轴承的早期故障演变.
- 解决有关新生断层发展的文献上的差距.
主要方法:
- 建立了早期断层演变的动态模型,考虑到滚动元件和断层结构.
- 应用赫兹接触变形理论来创建一个非线性质弹模型.
- 综合断层演变和动态模型,使用能量贡献方法和拉格朗捷方程.
主要成果:
- 成功提出了早期滚动轴承故障演变的非线性动态模型.
- 模拟结果与实验数据密切匹配.
- 该模型有效地预测了早期断层的进化过程和振动特征.
结论:
- 开发的非线性动态模型为预测早期滚动轴承退化提供了强大的工具.
- 这项研究提高了对机械滚动轴承健康状况的理解和监测.
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