创新的实时压力监测系统使用树派和IMU用于工业应用
Mohamed Razi Morakchi1, Selman Djeffal2, Ghemari Zine3
1Department of Electromechanics, University of Tizi Ouzou (UMMTO), Tizi Ouzou, Algeria.
Scientific reports
|October 6, 2025
概括
本研究介绍了一种物联网系统,用于数字化图表记录器,从而实现实时压力监测和远程数据访问. 该创新解决方案提供了精确的无纸工业监控,降低了成本,提高了可持续性.
科学领域:
- 工程 工程师 工程师 工程师
- 仪器化 仪器化 仪器化
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 传统的图表记录器受限于基于纸张的数据记录,阻碍实时分析和远程访问.
- 现有的系统缺乏用于数字化机械记录器输出的高效方法,以满足现代工业需求.
研究的目的:
- 开发一种创新的物联网支持系统,用于实时数字化传统图表记录器.
- 建立一个数学模型,将机械针位移转换为电信号.
- 证明该系统在工业压力监测中的有效性,特别是在石油和天然气行业.
主要方法:
- 使用Raspberry Pi和MPU6050加速度计进行数据采集.
- 开发了一种新的数学模型,用于从机械位移转换信号.
- 实现了物联网通信协议,用于远程数据访问和实时分析.
- 应用先进的过技术来降低噪音和增强信号.
主要成果:
- 实现了实时数据传输,延迟时间低至130ms.
- 通过先进的过,通过先进的过,证明了显著的降噪 (高达95%).
- 在压力测量中达到高精度 (过后最大误差为0.3KPSI).
- 验证了该系统适用于要求快速压力变化的工业应用的适用性.
结论:
- 这种支持物联网的系统为传统图表记录器提供了一个精确,可扩展和环境可持续的替代方案.
- 开发的数学模型为准确的信号转换提供了坚实的基础.
- 该系统的性能,包括精度和低延迟,支持其在工业环境中采用.
- 这项工作为物联网传感,预测性维护和工业自动化领域的进步铺平了道路.
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