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桥梁健康监测信息的数据驱动处理方法研究

梁宗保 胡怡然 张凯

计算机技术与发展Issue(10):258-261,4.
计算机技术与发展Issue(10):258-261,4.DOI:10.3969/j.issn.1673-629X.2013.10.065

桥梁健康监测信息的数据驱动处理方法研究

Research of Data Drive Processing Method of Bridge Health Monitoring Information

梁宗保 1胡怡然 1张凯2

作者信息

  • 1. 重庆交通大学 信息科学与工程学院,重庆,400074
  • 2. 重庆交通大学 交通运输学院,重庆,400074
  • 折叠

摘要

Abstract

According to the characteristics of bridge health monitoring data,illustrate the importance of using data-driven to process the mass data. Research the method of preprocessing bridge health monitoring data based on data-driven,and build a model by reference of wavelet analysis method and adaptive control method. The analysis of experimental results shows the method can process the original in-formation by statistical analysis to classify. It will separate the singular data and compensate the missing data,after finding out the abnor-mal and missing data. And further increase the later data processing efficiency. After separating the data by high&low frequency,it shows that the transient information just reflects the structure in the dynamic loads deflection changes.

关键词

数据驱动/桥梁健康监测/数据处理/海量数据

Key words

data-driven/bridge health monitoring/data processing/massive data

分类

信息技术与安全科学

引用本文复制引用

梁宗保,胡怡然,张凯..桥梁健康监测信息的数据驱动处理方法研究[J].计算机技术与发展,2013,(10):258-261,4.

基金项目

交通运输部、西部交通建设科技项目(20113188141480) (20113188141480)

计算机技术与发展

OACSTPCD

1673-629X

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