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Damage detection of in service timber poles using Hilbert-Huang transform

机译:使用Hilbert-Huang变换检测在役木杆的损伤

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Timber utility poles represent a significant part of Australia's infrastructure for electricity distribution and telecommunication networks. Annual replacement of timber poles are undertaken to avoid pole failures and approximately 40-50 million dollars are spent annually on maintenance and asset management. However, currently practiced inspection techniques for timber poles are mostly subjective in nature and have a lack of reliability, hence, the condition-assessment results provide great difficulties for the asset owners to plan the renewal works. Commonly used wave-propagation based non-destructive testing (NDT) techniques for piles and other concrete structures were adopted and modified to assess the condition of timber poles. The effectiveness of the developed method to detect defects relies on the propagation and reflection of generated shear waves by a transverse impact. However, the orthotropic material properties of timber, the effect of soil embedment, the availability of natural imperfections in timber, and a highly dispersive nature of shear wave propagation make the analysis complex. Therefore, advanced signal-processing techniques are required to identify the damage, the damage location and to accurately assess the damage severity. This paper focuses on damage detection of timber poles using Hilbert-Huang transform as an effective time-frequency analysis technique. A numerical model for an in-situ pole system is developed to simulate the shear wave propagation and to evaluate the capability of the proposed signal-processing technique for an accurate detection of damages. The developed numerical model is validated with the experimental data from the pole yard test and with the data from field-testing. The validated model is then used to simulate different defect profiles, locations and multiple damages to further evaluate the effectiveness of the proposed damage detection technique.
机译:木材电线杆是澳大利亚配电和电信网络基础设施的重要组成部分。每年都要更换木杆,以避免木杆发生故障,每年在维护和资产管理上花费大约40-50百万美元。然而,目前实践中的木杆检查技术大多是主观的,并且缺乏可靠性,因此,状态评估结果为资产所有者规划改造工作提供了很大的困难。采用了常用的基于波浪传播的桩和其他混凝土结构无损检测技术,以评估木杆的状况。所开发的缺陷检测方法的有效性取决于横向冲击所产生的剪切波的传播和反射。但是,木材的正交异性材料特性,土壤包埋的影响,木材中自然缺陷的可用性以及剪切波传播的高度分散性使分析变得复杂。因此,需要先进的信号处理技术来识别损坏,损坏位置并准确评估损坏严重性。本文将希尔伯特-黄变换作为一种有效的时频分析技术,重点放在木材杆的损伤检测上。建立了原位磁极系统的数值模型,以模拟剪切波的传播并评估所提出的信号处理技术对损伤的准确检测的能力。极杆试验的实验数据和现场试验的数据对开发的数值模型进行了验证。然后,将经过验证的模型用于模拟不同的缺陷轮廓,位置和多个损伤,以进一步评估所提出的损伤检测技术的有效性。

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