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GPS-Monitoring and Assessment of Mansoura Railway Steel-Bridge Based on Filter and Wavelet Methods

机译:基于滤波和小波方法的曼苏拉铁路钢桥GPS监测与评估

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摘要

This study presents Mansoura steel railway bridge, Egypt, movement analysis in response to passing trains. This bridge was used for two types of traffics which are trains on the middle and one vehicle lane on each side of the bridge. A monitoring system is designed based on the Real Time Kinematic Global Positioning System (RTK-GPS) to monitor and assess the bridge behaviour and movements under the effect of trains' loads. Two methods are used to de-noise the GPS data, which are moving average filter (FM) and Wavelet Transform (WT). In addition; the wavelet decomposition is used to classify the noise effects. The time and frequency domain GPS observation analysis results are discussed and the results showed that the bridge is safe under affected train loads in time and frequency domain. Also, it can be concluded that the WT can be used to filter the GPS monitoring data but can't be used to extract the dynamic frequencies. Otherwise, the multiple filters are more suitable method to extract dynamic frequencies for the low sampling GPS frequency instruments.
机译:这项研究介绍了埃及曼苏拉(Mansoura)铁路钢桥,对经过的火车进行了运动分析。该桥用于两种交通方式,分别是火车在中间,桥两侧各有一条车道。基于实时运动学全球定位系统(RTK-GPS)设计了一个监视系统,以监视和评估列车荷载作用下的桥梁行为和运动。使用两种方法对GPS数据进行消噪,即移动平均滤波器(FM)和小波变换(WT)。此外;小波分解用于对噪声影响进行分类。讨论了时域和频域GPS观测分析结果,结果表明该桥在时域和频域内受到列车荷载的影响是安全的。同样,可以得出结论,WT可以用于过滤GPS监视数据,但不能用于提取动态频率。否则,多个滤波器是提取低采样GPS频率仪器动态频率的更合适方法。

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