在不同的操作条件下,为皮带驱动系统收集的实验振动数据
Ramy M Khalifa1,2, Soumaya Yacout1, Samuel Bassetto1
1Department of Mathematics and Industrial Engineering, École Polytechnique de Montréal, Montréal, Québec H3T 1J4 Canada.
Data in brief
|June 29, 2023
概括
这项研究收集了各种速度和电压下的带驱动系统的振动信号. 这些数据有助于诊断故障并了解系统性能,以有效监控状态.
科学领域:
- 机械工程 机械工程
- 状态监控 状态监控
- 数据科学数据科学数据科学
背景情况:
- 振动分析对于监测机械的健康状况至关重要.
- 带驱动系统在工业应用中很常见,容易发生各种故障.
- 了解振动信号是诊断运行问题的关键.
研究的目的:
- 为了呈现一个全面的数据集的振动信号从带驱动系统.
- 促进基于振动的状态监测技术的研究.
- 为了能够在不同的操作条件下诊断带驱动系统异常.
主要方法:
- 试验设置涉及带驱动系统,可控制转速和带前紧张.
- 在正常,不平衡和带故障条件下收集振动信号的数据.
- 在低速,中速和高速的系统运行,具有三个不同的预紧张级别.
主要成果:
- 一个包含在不同操作参数和故障条件下的振动信号的数据集.
- 与不同速度,张力和系统健康状态相关的振动模式的表征.
- 为开发和验证故障检测算法提供经验数据.
结论:
- 收集的数据集对于推进基于振动的皮带驱动器状态监测是有价值的.
- 这些数据可以更深入地了解操作参数如何影响系统振动.
- 促进了对工业机械的强大的异常检测和诊断工具的开发.
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