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Operation conditions monitoring of flood discharge structure based on variance dedication rate and permutation entropy

机译:基于方差奉献率和排列熵的洪水放电结构的操作条件监测

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摘要

There has been a growing concern on how to monitor the operation conditions of flood discharge structure in recent decades. However, the online monitoring process is always interfered by ambient excitation which leads to inaccurate and uncertain structural characteristic evaluation. To mitigate the interference, a valid operation conditions monitoring method based on variance dedication rate (VDR) and permutation entropy (VDR-PE) is proposed. Firstly, a de-noising method combining wavelet threshold and empirical mode decomposition is used to remove heavy background noises, reducing the interference of ambient excitation to structural characteristic information. Then VDR method is used to realize the dynamic fusion of multi-channel vibration signals, extracting the vibration characteristic of the overall structure in an accurate and comprehensive way. Finally, permutation entropy is used to extract the entropy value of the fused signal. Through evaluating the operation conditions with coefficient of variation, the online monitoring of flood discharge structure can be realized. The effectiveness of permutation entropy algorithm on signal dynamic monitoring is validated by a simulation experiment. Furthermore, VDR-PE method is applied to Three Gorges dam to compare differences between analytical simulation and finite element simulation. The comparison results show that VDR-PE method can be applied to detect the dynamic changes and reveal the vibration characteristic of the overall structure accurately, which provides a new direction for the online monitoring of flood discharge structure.
机译:近几十年来,如何监测洪水排放结构的运作条件越来越担心。然而,在线监测过程总是受到环境激励干扰,导致结构特征评估不准确和不确定。为了减轻干扰,提出了一种基于方差义务速率(VDR)和排列熵(VDR-PE)的有效操作条件监视方法。首先,使用与小波阈值和经验模式分解的去噪方法用于去除重型背景噪声,从而降低环境激励对结构特征信息的干扰。然后,VDR方法用于实现多通道振动信号的动态融合,以准确和综合的方式提取整体结构的振动特性。最后,使用置换熵用于提取熔融信号的熵值。通过评估具有变异系数的操作条件,可以实现洪水放电结构的在线监测。仿真实验验证了置换熵算法对信号动态监测的有效性。此外,VDR-PE方法应用于三峡大坝,以比较分析模拟和有限元模拟之间的差异。比较结果表明,VDR-PE方法可以应用于检测动态变化,并准确地揭示整体结构的振动特性,这为洪水排放结构的在线监测提供了新的方向。

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