对于有效的液压结构信息挖掘的时空张量分析,考虑环境激发和振动响应
Hui Li1, Zhang Han2,3, Tengfei Bao3
1Department of Hydraulic Engineering, Henan Vocational College of Water Conservancy and Environment, Zhengzhou, 450008, Henan, China. lh@hhu.edu.cn.
Scientific reports
|May 2, 2025
概括
这项研究引入了一种用于液压结构的新同步除尘技术,提高了损坏诊断的准确性. 该方法有效地从多点振动数据中提取关键信息,改善结构健康监测.
科学领域:
- 土木工程 土木工程是指土木工程.
- 结构健康监测 结构健康监测
- 非线性动力学是一种非线性动力学.
背景情况:
- 在液压结构中,基于振动的损伤诊断依赖于响应数据,但噪音和无效信息降低了准确性.
- 液压结构是复杂的,非线性,开放的系统受到环境因素的影响,使单点信号分析复杂化.
- 现有的单点无声化方法可能会导致过度或不足的无声化,导致不准确的有效信息提取.
研究的目的:
- 开发用于液压结构中多点振动响应数据的同步无声技术.
- 在复杂的结构系统中提高损害诊断的准确性和有效的信息挖掘.
- 克服传统单点信号处理方法的局限性.
主要方法:
- 使用改进的自适应变化模式分解方法,将多点振动数据转换为3D时空张量.
- 基于克兰克-尼科尔森式标准的因子过器集构造方法用于初步信号消噪.
- 时间加权的修改动态时间曲折理论和曲率平滑被结合起来,以创建一个最佳的过器模型,以有效地提取信息.
主要成果:
- 拟议的方法成功地消除了液压结构的多点振动响应数据.
- 从振动响应中准确地提取有效的信息,克服过度和不足的噪声问题.
- 使用门模型数据进行实验验证,证实了该方法的有效性.
结论:
- 开发的同步除技术显著提高了对液压结构的基于振动的损坏诊断的准确性.
- 这种方法为复杂,杂的结构健康监测数据中有效的信息挖掘提供了强大的解决方案.
- 该研究为提高水力混凝土结构健康监测可靠性的验证方法做出了贡献.
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