基于温度效应校正的动态门电缆桥梁健康监测系统
Dongmei Tan1, Tai Guo1, Hao Luo1
1School of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China.
Sensors (Basel, Switzerland)
|November 14, 2023
概括
这项研究引入了一个动态的预警系统,用于吊桥,结合温度效应. 这种先进的方法通过减少错误报警和错过检测来改善桥梁健康监测.
科学领域:
- 结构工程 结构工程
- 土木工程 土木工程是指土木工程.
- 基础设施监测 基础设施监测
背景情况:
- 早期健康预警系统对于有线桥安全和运行完整性至关重要.
- 传统的固定值可能导致结构异常报告不足或错误.
研究的目的:
- 为吊桥开发一个动态的预警系统,考虑到温度的影响.
- 提高桥梁健康监测系统的准确性和适应性.
主要方法:
- 在长期偏差数据上利用了通用帕雷托分布 (GPD) 极值分析,以确定基准值.
- 开发了一个季节性自回归集成移动平均线 (SARIMA) 模型来预测和动态调整温度调整值.
- 将动态值系统与传统的固定值方法进行比较.
主要成果:
- 动态值系统表现出了对吊桥监控的卓越适应性.
- 在不同时期实现了局部结构突变的有效监测.
- 与固定门相比,动态方法减少了报告不足和错误报告的发生率.
结论:
- 拟议的动态预警系统为桥梁健康监测提供了更高的可靠性和适应性.
- 一般化的帕雷托分布 (GPD) 有效地利用极值数据,克服了传统方法的局限性.
- 这种方法对于确保桥梁结构的安全性和寿命具有显著的实际价值.
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