中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

重庆交通大学学报(自然科学版) ›› 2025, Vol. 44 ›› Issue (5): 38-45.DOI: 10.3969/j.issn.1674-0696.2025.05.05

• 桥梁与隧道工程 • 上一篇    

基于缆索振动数据的桥梁智能索力追踪策略

熊亮1,郑云文2,张立奎1,熊文2   

  1. (1. 安徽交控道路养护有限公司,安徽 合肥 230092; 2. 东南大学 交通学院,江苏 南京 211189)
  • 收稿日期:2023-05-31 修回日期:2024-11-01 发布日期:2025-05-23
  • 作者简介:熊亮(1976—),男,安徽六安人,高级工程师,主要从事桥梁工程方面的研究。E-mail:893144132@qq.com 通信作者:熊文(1982—),男,安徽合肥人,教授,博士,主要从事桥梁工程方面的研究。E-mail:wxiong12@hotmail.com
  • 基金资助:
    安徽省交通控股集团有限公司科技项目(JKKJ-2021-02)

Intelligent Cable Force Tracking Strategy for Bridges Based on Cable Vibration Data

XIONG Liang1, ZHENG Yunwen2, ZHANG Likui1, XIONG Wen2   

  1. (1. Anhui Transportation Holding Group Road Maintenance Co., Ltd., Hefei 230092, Anhui, China; 2. School of Transportation, Southeast University, Nanjing 211189, Jiangsu, China)
  • Received:2023-05-31 Revised:2024-11-01 Published:2025-05-23

摘要: 为了准确获取斜拉索在斜拉桥运营期间的动态变化行为,识别斜拉索固有频率及索力,提出了一种基于缆索振动数据的桥梁智能索力追踪策略方法。该方法以斜拉索加速度响应为输入,采用快速傅里叶变换方法,将时域加速度信号转换为频域功率谱密度图,提取斜拉索的振动频率信息;基于峰值提取算法,对功率谱密度图进行处理,实现了峰值的自动搜索与提取,得到斜拉索的各阶固有频率;基于拉伊达准则方法,对峰值间距和峰值相对高差进行判别以剔除伪峰,进而确保斜拉索固有频率的识别精度;基于振动弦理论,根据斜拉索的固有频率和几何参数,计算出斜拉索的索力值,实现了固有频率至斜拉索索力的快速转换。研究结果表明:该方法能快速、高效地获取斜拉索的各阶频率及相应索力信息,能有效地区分频谱图中波峰真伪,且具有较高的索力识别精度和稳定性。将该方法成功应用于某座足尺斜拉桥的结构健康监测中,证明了在实际工程中的应用能力与可靠性。

关键词: 桥梁工程;索力追踪;峰值提取;结构健康监测;频率法

Abstract: To precisely obtain the dynamic variation behavior of cable-stayed cables during the operation of cable-stayed bridges, and identify the stayed cable natural frequency and cable force, an intelligent cable force tracking strategy method based on the vibration data of cables was proposed. The proposed method took the acceleration response of the stayed cable as input and implemented the fast Fourier transform method to convert the time-domain acceleration signal into a frequency-domain power spectral density map, so as to extract the vibration frequency information of the stayed cable. Subsequently, based on the peak-picking algorithm, the power spectral density map was processed to achieve automatic search and extraction of peak values, thereby obtaining the natural frequencies of each order of the stayed cable. Based on the Laida criterion method, the peak spacing and peak relative height difference were discriminated to eliminate the pseudo-peaks, thereby ensuring the accuracy of identifying the natural frequency of the stayed cable. Finally, based on the vibration string theory, the cable force value of the stayed cable was calculated out according to its natural frequency and geometric parameters, achieving a rapid conversion from natural frequency to cable force of stayed cable. The research results show that the proposed method can quickly and efficiently obtain the frequency of each order of the stayed cable and the corresponding information of cable force, and can efficiently distinguish the authenticity of peaks in spectrograms, which has high accuracy and stability in identifying cable force. The proposed method has been successfully applied to the structural health monitoring data of a full-scale cable-stayed bridge, which proves the capability and reliability of the proposed method in practical engineering.

Key words: bridge engineering; cable force tracking; peak-picking; structural health monitoring; frequency method

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