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Early-Warning Method of Train Running Safety of a High-Speed Railway Bridge Based on Transverse Vibration Monitoring

机译:基于横向振动监测的高速铁路桥梁列车运行安全预警方法

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Making use of long-term transverse vibration monitoring data of DaShengGuan Bridge, the early-warning method of train running safety of the high-speed railway bridge is established by adopting principal component analysis (PCA) method. Firstly, the root mean square (RMS) of the transverse acceleration of the main girder is used as the monitoring parameter for the train running safety. The correlation model between the RMS values measured from different positions is further adopted as the evaluating model for the train running safety. Finally, the effects of the environmental changes on the evaluating model are eliminated using the PCA method and the warning index for the train running safety is further constructed. The analysis results show that the correlation between the RMS values of the accelerations from different measuring positions on the main girder can be analyzed by a quadratic polynomial fitting model. The PCA method can effectively remove the environmental effects on the quadratic polynomial fitting model. The proposed warning method provides a good capability for detecting the abnormal changes of the measured transverse accelerations and hence it is suitable for early-warning of the train running safety.
机译:利用大胜关大桥的长期横向振动监测数据,采用主成分分析(PCA)方法建立了高速铁路桥梁列车运行安全预警方法。首先,将主梁的横向加速度的均方根(RMS)用作列车运行安全性的监视参数。进一步采用从不同位置测得的RMS值之间的相关模型作为列车运行安全性的评价模型。最后,采用PCA方法消除了环境变化对评价模型的影响,进一步构建了列车运行安全预警指标。分析结果表明,可以通过二次多项式拟合模型来分析主梁上不同测量位置的加速度的RMS值之间的相关性。 PCA方法可以有效地消除二次多项式拟合模型的环境影响。所提出的警告方法提供了良好的能力,用于检测所测得的横向加速度的异常变化,因此适用于列车运行安全的预警。

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