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基于Kalman滤波的有限测点桁架结构疲劳损伤监测

Fatigue Monitoring of Limited Measured Truss Structure Based on Kalman Filtering

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【作者】 白石任鹏周智武文华欧进萍

【Author】 BAI Shi;REN Peng;ZHOU Zhi;WU Wenhua;OU Jinping;School of Civil Engineering,Harbin Institute of Technology;Zhixing Science & Technology Nantong Co.Ltd;School of Civil Engineering,Dalian University of Technology;State Key Laboratory of Structural Analysis for Industrial Equipment,Dalian University of Technology;

【机构】 哈尔滨工业大学土木工程学院智性科技南通有限公司大连理工大学土木工程学院大连理工大学工业装备结构分析国家重点实验室

【摘要】 发展一种基于Kalman滤波的应变响应估计方法,采用自行研发的疲劳应变数字化无线传感器,对有限测点桁架结构进行监测,实现桁架结构未测杆件的疲劳损伤评估。通过引入虚拟系统噪声对系统输入进行处理,在未知激励条件下对有限测点之外的拓展点应变响应进行估计;用平面主桁架数值模型验证了算法的可行性;设计平面钢桁架模型,进行桁架结构高周疲劳试验。试验结果表明,基于疲劳传感器的实测应变响应,该算法有效估计了拓展点应变响应,并与拓展点实测数据吻合良好;联合有限测点和估计点的应变响应数据,对该桁架结构实施了疲劳损伤评估。

【Abstract】 Fatigue monitoring of the truss structure has been limited by the lack of amount of long-service sensors.This paper presents a more reflective strain-time histories estimation methodology based on Kalman filtering,which can be applied on the fatigue damage assessment of the unmeasured elements of the truss structure.Long-term fatigue information can be captured in real time through a digital wireless fatigue strain sensor.Non-white process noise is proccessed according to the virtual noise.The algorithm of the strain-time histories estimation has been verified by a numerical two-dimensional truss model.On this basis,the same experimental truss structure has been designed to demonstrate the methodology under a high-cycle fatigue testing.The results show a great deal of consistency between the estimated and measured strain values.Both the estimated and measured strain-time histories are used for the fatigue damage assessment at the last section.

【基金】 国家重点基础研究发展计划(“九七三”计划)资助项目(2011CB013705);国家科技支撑计划资助项目(2011BAK02B01)
  • 【文献出处】 振动.测试与诊断 ,Journal of Vibration,Measurement & Diagnosis , 编辑部邮箱 ,2017年05期
  • 【分类号】TU317
  • 【下载频次】203
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