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基于协整理论的结构塑性损伤预警与实时传感系统

Structural Plastic Damage Warning and Real-Time Sensing System Based on Cointegration Theory.

作者信息

Gao Qiang, Huo Junzhou, Wang Youfu, Wang Xiaotian, Wang Chongru

机构信息

School of Mechanical Engineering, Dalian University of Technology, Dalian 116024, China.

出版信息

Sensors (Basel). 2024 Sep 13;24(18):5961. doi: 10.3390/s24185961.

Abstract

Structural damage can affect the long-term operation of equipment. Real-time damage warning for structures can effectively avoid accidents caused by structural damage. In this paper, a real-time warning method of structural plastic damage based on the cointegration theory is proposed. This method calculates the cointegration relationship between the strain signals at different measuring points, and the stability of the strain signal relationships is also evaluated. The problem of inaccurate detection caused by the error of strain measurement and environmental influence can be eliminated by the comprehensive judgment of strain between asymmetrical measuring points. A real-time damage sensing system is developed in this paper. In order to improve the real-time and practicability of the system, this paper proposes and determines the residual warning coefficient by analyzing the proportion of the strain residuals exceeding the residual threshold. The research on this sensing system has certain value for the engineering application of damage monitoring methods.

摘要

结构损伤会影响设备的长期运行。对结构进行实时损伤预警能够有效避免由结构损伤引发的事故。本文提出了一种基于协整理论的结构塑性损伤实时预警方法。该方法计算不同测量点处应变信号之间的协整关系,并评估应变信号关系的稳定性。通过非对称测量点之间应变的综合判断,可以消除因应变测量误差和环境影响导致的检测不准确问题。本文开发了一种实时损伤传感系统。为提高系统的实时性和实用性,本文通过分析应变残差超过残差阈值的比例,提出并确定了残余预警系数。对该传感系统的研究对于损伤监测方法的工程应用具有一定价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3797/11435944/f3dc200e3a87/sensors-24-05961-g001.jpg

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