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Vortex-Induced Vibrations of A Free-Spanning Pipe Based on A Nonlinear Hysteretic Soil Model at the Shoulders 被引量:1
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作者 GAO Xi-feng XIE Wu-de XU Wan-hai 《China Ocean Engineering》 SCIE EI CSCD 2020年第3期328-340,共13页
The pipe-soil interactions at shoulders can significantly affect the vortex-induced vibrations (VIV) of free-spanning pipes in the subsea. In this paper, the seabed soil reacting force on the pipe is directly calculat... The pipe-soil interactions at shoulders can significantly affect the vortex-induced vibrations (VIV) of free-spanning pipes in the subsea. In this paper, the seabed soil reacting force on the pipe is directly calculated with a nonlinear hysteretic soil model. For the VIV in the middle span, a classic van der Pol wake oscillator is adopted. Based on the Euler-Bernoulli beam theory, the vibration equations of the pipe are obtained which are different in the middle span and at the two end shoulders. The static configuration of the pipe is firstly calculated and then the VIV is simulated.The present model is validated with the comparisons of VIV experiment, pipe-soil interaction experiment and the simulation results of VIV of free-spanning pipes in which the seabed soil is modelled with spring-dashpots. With the present model, the influence of seabed soil on the VIV of a free-spanning pipe is analyzed. The parametric studies show that when the seabed soil has a larger suction area, the pipe vibrates with smaller bending stresses and is safer.While with the increase of the shear strength of the seabed soil, the bending stresses increase and the pipe faces more danger. 展开更多
关键词 free-spanning pipe vortex-induced vibrations nonlinear hysteretic soil model bending stresses
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关联规则挖掘算法在非侵入式负荷辨识中的应用
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作者 徐浩博 徐天奇 《中文科技期刊数据库(全文版)工程技术》 2023年第2期9-12,共4页
非侵入式负荷辨识是分析用户用电信息并使用户做出用电规划的重要手段之一。为了解决负荷辨识算法的准确率低的问题,首先从公开数据集中获取了用电设备的稳态特征,改进了传统Apriori算法,使用改进Apriori算法和Free-Span算法对预处理后... 非侵入式负荷辨识是分析用户用电信息并使用户做出用电规划的重要手段之一。为了解决负荷辨识算法的准确率低的问题,首先从公开数据集中获取了用电设备的稳态特征,改进了传统Apriori算法,使用改进Apriori算法和Free-Span算法对预处理后的关联规则进行挖掘。最后对比测试几种算法发的性能,算例结果显示,Free-Span算法在性能测试中的表现良好,负荷识别准确率较高。 展开更多
关键词 负荷辨识 关联规则挖掘 改进Apriori算法 free-span算法
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