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Baseline model based structural health monitoring method under varying environment

机译:变化环境下基于基线模型的结构健康监测方法

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摘要

Environment has significant impacts on the structure performance and will change features of sensor measurements on the monitored structure. The effect of varying environment needs to be considered and eliminated while conducting structural health monitoring. In order to achieve this purpose, a baseline model based structural health monitoring method is proposed in this paper. The relationship between signal features and varying environment, known as a baseline model, is first established. Then, a tolerance range of the signal feature is evaluated via a data based statistical analysis. Furthermore, the health indicator, which is defined as the proportion of signal features within the tolerance range, is used to judge whether the structural system is in normal working condition or not so as to implement the structural health monitoring. Finally, experimental data analysis for an operating wind turbine is conducted and the results demonstrate the performance of the proposed new technique. (C) 2019 Elsevier Ltd. All rights reserved.
机译:环境会对结构性能产生重大影响,并且将改变被监视结构上传感器测量的特征。在进行结构健康监控时,需要考虑并消除变化的环境的影响。为了达到这个目的,本文提出了一种基于基线模型的结构健康监测方法。首先建立信号特征和变化的环境之间的关系,称为基线模型。然后,经由基于数据的统计分析来评估信号特征的公差范围。此外,将健康指标定义为公差范围内信号特征的比例,用于判断结构系统是否处于正常工作状态,以进行结构健康监测。最后,对运行中的风力涡轮机进行了实验数据分析,结果证明了所提出的新技术的性能。 (C)2019 Elsevier Ltd.保留所有权利。

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