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一种用于碳纤维层压板冲击定位的新型到达时间差分估计技术。

A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets.

作者信息

Merlo Eugenio Marino, Bulletti Andrea, Giannelli Pietro, Calzolai Marco, Capineri Lorenzo

机构信息

Department of Information Engineering, University of Florence, Via S. Marta 3, 50139 Firenze, Italy.

出版信息

Sensors (Basel). 2017 Oct 3;17(10):2270. doi: 10.3390/s17102270.

Abstract

Composite material structures are commonly used in many industrial sectors (aerospace, automotive, transportation), and can operate in harsh environments where impacts with other parts or debris may cause critical safety and functionality issues. This work presents a method for improving the accuracy of impact position determination using acoustic source triangulation schemes based on the data collected by piezoelectric sensors attached to the structure. A novel approach is used to estimate the Differential Time-of-Arrival (DToA) between the impact response signals collected by a triplet of sensors, overcoming the limitations of classical methods that rely on amplitude thresholds calibrated for a specific sensor type. An experimental evaluation of the proposed technique was performed with specially made circular piezopolymer (PVDF) sensors designed for Structural Health Monitoring (SHM) applications, and compared with commercial piezoelectric SHM sensors of similar dimensions. Test impacts at low energies from 35 mJ to 600 mJ were generated in a laboratory by free-falling metal spheres on a 500 mm × 500 mm × 1.25 mm quasi-isotropic Carbon Fiber Reinforced Polymer (CFRP) laminate plate. From the analysis of many impact signals, the resulting localization error was improved for all types of sensors and, in particular, for the circular PVDF sensor an average error of 20.3 mm and a standard deviation of 8.9 mm was obtained.

摘要

复合材料结构广泛应用于许多工业领域(航空航天、汽车、交通运输),并且能够在恶劣环境中运行,在这些环境中,与其他部件或碎片的碰撞可能会导致严重的安全和功能问题。这项工作提出了一种基于附着在结构上的压电传感器收集的数据,使用声源三角测量方案来提高撞击位置确定精度的方法。一种新颖的方法被用于估计由三个传感器收集的撞击响应信号之间的差分到达时间(DToA),克服了传统方法依赖于针对特定传感器类型校准的幅度阈值的局限性。使用专门为结构健康监测(SHM)应用设计的圆形压电聚合物(PVDF)传感器对所提出的技术进行了实验评估,并与尺寸相似的商用压电SHM传感器进行了比较。在实验室中,通过让金属球自由落在500毫米×500毫米×1.25毫米的准各向同性碳纤维增强聚合物(CFRP)层压板上,产生了35毫焦至600毫焦的低能量测试撞击。通过对许多撞击信号的分析,所有类型传感器的定位误差都有所改善,特别是对于圆形PVDF传感器,获得了平均误差20.3毫米和标准差8.9毫米的结果。

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