| 基于时间序列分析的结构损伤识别 |
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| 引用本文： | 杜永峰,李万润,李慧,刘迪. 基于时间序列分析的结构损伤识别[J]. 振动与冲击, 2012, 31(12): 108-111. DOI: |
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| 作者姓名： | 杜永峰 李万润 李慧 刘迪 |
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| 作者单位： | 1兰州理工大学防震减灾研究所 兰州730050 2西部土木工程防灾减灾教育部工程研究中心 兰州 730050 |
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| 基金项目： | 国家自然科学基金(50978130,51178211);甘肃省建设科技攻关项目(JK2010-15) |
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| 摘 要： | 针对如何从结构响应信息中提取结构损伤指标的问题,提出了一种基于时间序列分析的结构损伤识别方法。对结构响应数据进行预处理,利用完好工况下的结构响应数据作为参考数据,建立自回归(Auto regression-AR)预测参考模型。利用已建立的AR预测参考模型计算待识别工况的残差,将待识别工况的残差与AR预测参考模型的残差的方差之比作为损伤指标,对结构损伤进行识别;通过算例表明:该损伤指标不仅可以判断结构是否发生损伤,而且可以识别结构的损伤位置。
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| 关 键 词： | 时间序列 残差 损伤识别 方差 |
| 收稿时间： | 2011-02-25 |
| 修稿时间： | 2011-07-10 |
Structural damage identification based on time series analysis |
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| DU Yong-feng,LI Wan-run,LI Hui,LIU Di. Structural damage identification based on time series analysis[J]. Journal of Vibration and Shock, 2012, 31(12): 108-111. DOI: |
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| Authors: | DU Yong-feng LI Wan-run LI Hui LIU Di |
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| Affiliation: | Western Engineering Research Center of Disaster Mitigation in Civil Engineering of Ministry of Education, Lanzhou Univ. of Tech., Lanzhou. 730050, China |
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| Abstract: | A structural damage identification method based on time series analysis was proposed to solve a problem how to get structural damage indexes in structural responses.Firstly,an AR prediction reference model was established using undamaged structural response data after data pre-processing.Secondly,the residual error of damage condition was calculated with the AR prediction reference model,and then the varianceratio of the calculated residual error and the residual error of the AR model was taken as a damage index.At last,a simply supported beam was takes as a case study.Results showed that the damage index proposed can find if the damage exists,and the proposed method can be used to locate the damage. |
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| Keywords: | time series residual error damage identification variance |
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