在不同的气候和不同的操作条件下,内燃机的主日志轴承的振动数据集
Muhammad Noman Riaz1, Amir Hamza1, Hamid Jabbar1
1Department of Mechatronics Engineering, College of Electrical & Mechanical Engineering, National University of Sciences & Technology, Islamabad, Pakistan.
Data in brief
|January 10, 2025
概括
这个数据集提供了不同条件下的健康和故障的内燃机轴承的振动数据. 它作为开发和验证机械健康监测诊断算法的基准.
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:
- 内燃机依靠日志轴承来实现平稳运行.
- 轴承故障可能导致重大运营中断和成本.
- 缺乏全面的,现实世界的振动数据集阻碍了诊断算法开发.
研究的目的:
- 呈现一个新的数据集的振动签名从健康和有缺陷的日志轴承.
- 在现实和多样化的操作和环境条件下捕获数据.
- 为验证用于发动机健康监测的诊断算法提供一个基准.
主要方法:
- 使用轴承外上的三轴加速度计收集的振动数据.
- 根据MIL-STD-810G,发动机受到各种温度,湿度和旋转速度的影响.
- 数据记录在一个专门的气候和振动室中,模拟真实世界的场景.
主要成果:
- 数据集包括500多个振动信号文件.
- 数据涵盖了不同条件下的健康和故障轴承状态.
- 每个记录的根平均平方 (RMS) 值都包括在内.
结论:
- 该数据集为研究人员和从业人员提供了宝贵的资源.
- 能够根据现实的发动机条件验证诊断算法.
- 解决了公开可用的,全面的轴承振动数据集的缺口.
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