基于构件应变能的电网结构最佳传感器布置方法研究

IF 2.1 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY
Yanbin Shen, Saihao You, Wucheng Xu, Yaozhi Luo
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引用次数: 0

摘要

结构健康监测通过传感器获取反映电网结构服务状态的数据。如何用有限的传感器获取尽可能多的信息,是优化传感器布置需要考虑的问题之一。本文提出了一种基于损伤敏感性和相关性分析的传感器布设方法,该方法以应变能计算为基础,适用于电网结构。具体来说,以传感器位置为优化变量,通过考虑监测方案的损伤灵敏度和冗余度,建立数学优化模型,并采用遗传算法进行计算。文中提供了两个实例,包括晶格壳体和平面网格,以说明该方法,随后讨论了刚度降低程度和载荷形式等参数的敏感性。结果表明,两个实例的优化方案冗余度分别降低了约 80% 和 30%。所提出的方法确保了一定程度的损伤敏感性,同时显著降低了冗余度,证明了其在网格结构传感器布置中的适用性和稳健性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on optimal sensor placement method for grid structures based on member strain energy
Structural health monitoring obtains data reflecting the service status of grid structures through sensors. One of the issues to consider in optimal sensor placement is how to obtain as much information as possible with a limited number of sensors. In this paper, a sensor placement method is proposed based on damage sensitivity and correlation analysis, which is based on strain energy calculation and is suitable for grid structures. Specifically, with the sensor locations as optimization variables, a mathematical optimization model is established by considering the damage sensitivity and redundancy of the monitoring scheme, and a genetic algorithm is employed for computation. Two examples, including a lattice shell and a flat grid, are provided to illustrate the method, followed by a discussion of the sensitivity of parameters such as stiffness reduction degree and load form. The results indicate that the redundancy of the optimized schemes for the two examples decreased by approximately 80% and 30%, respectively. The proposed method ensures a certain degree of damage sensitivity while significantly reducing redundancy, demonstrating its applicability and robustness in sensor placement for grid structures.
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来源期刊
Advances in Structural Engineering
Advances in Structural Engineering 工程技术-工程:土木
CiteScore
5.00
自引率
11.50%
发文量
230
审稿时长
2.3 months
期刊介绍: Advances in Structural Engineering was established in 1997 and has become one of the major peer-reviewed journals in the field of structural engineering. To better fulfil the mission of the journal, we have recently decided to launch two new features for the journal: (a) invited review papers providing an in-depth exposition of a topic of significant current interest; (b) short papers reporting truly new technologies in structural engineering.
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