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WAVELET ENTROPY-BASED DAMAGE IDENTIFICATION TECHNIQUE FOR HYBRID FRP-CONCRETE STRUCTURES

机译:混合FRP-混凝土结构基于小波熵的损伤识别技术

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Civil infrastructure, particularly bridges, is designed and built to be safe against failure and to perform satisfactorily during their service life. However, this infrastructure has been deteriorating at an alarming rate due to aging, inadequate maintenance, adverse environmental conditions, and constantly growing transportation demand. Utilization of corrosion-resistant composite materials, particularly fibre-reinforced polymers (FRP), has been an encouraging solution for the durability problems of concrete bridges. However, similar to conventional structures, the performance of hybrid FRP-concrete structures can be affected by various types of damage. Therefore, in order to ensure both safety and serviceability of these structures, it is essential to identify damage at the earliest possible time. In this paper, a damage identification technique (DIT) capable of detecting and localizing structural damage, and estimating its severity is presented. The DIT is based on the following: (1) structural damage changes the energy distribution of the acceleration signals of structural components under ambient vibrations; (2) these changes are detectable by means of discrete wavelet transforms (DWTs); and (3) the detected changes can be quantified using spectral entropy. The efficiency of the DIT is illustrated experimentally on a hybrid FRP -concrete bridge truss girder tested under static loading up to failure. The truss girder consists of pretensioned top and bottom concrete chords connected by precast web elements made of glass-FRP (GFRP) tubes filled with concrete. The results have demonstrated that the wavelet entropy-based DIT is able to detect damage in hybrid structural elements and is capable of localizing the damage and estimating its severity.
机译:设计和建造民用基础设施,尤其是桥梁,以防故障并在其使用寿命内令人满意地运行。但是,由于老化,维护不足,不利的环境条件以及不断增长的运输需求,该基础设施一直以惊人的速度恶化。使用耐腐蚀的复合材料,特别是纤维增强聚合物(FRP),已成为解决混凝土桥梁耐久性问题的令人鼓舞的解决方案。但是,类似于常规结构,混合FRP混凝土结构的性能可能会受到各种类型的损坏的影响。因此,为了确保这些结构的安全性和可维修性,必须尽早发现损坏。本文提出了一种能够识别和定位结构损伤并估计其严重性的损伤识别技术(DIT)。 DIT基于以下几点:(1)结构损坏会改变环境振动下结构部件加速度信号的能量分布; (2)通过离散小波变换(DWT)可以检测到这些变化; (3)可以使用光谱熵对检测到的变化进行量化。 DIT的效率在混合FRP-混凝土桥桁架梁上进行了实验说明,该梁在静态载荷下进行了测试,直至破坏。桁架梁由预应力的顶部和底部混凝土弦组成,这些弦由预制的腹板元件连接,这些腹板元件由玻璃纤维增​​强的玻璃纤维(GFRP)管填充而成。结果表明,基于小波熵的DIT能够检测混合结构元件中的损伤,并且能够定位损伤并估计其严重性。

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