节点文献

基于Hilbert-Huang变换的油水两相流流型特征提取

Flow pattern feature extraction of oil-water two-phase flow based on Hilbert-Huang transformation

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 赵艳于莉娜黄春辉

【Author】 Zhao Yan,Yu Lina and Huang Chunhui.

【机构】 大庆油田有限责任公司测试技术服务分公司燕山大学信息科学与工程学院

【摘要】 油水两相流的流型影响着流动参数的准确测量以及两相流系统的运行特性。油水两相流属于非线性、非平稳信号,针对此特点,采用Hilbert-Huang变换方法对油水两相流电导波动信号进行分析,实现信号的能量特征提取。首先,将油水两相流电导波动信号进行经验模态分解(empiricalmode decomposition,EMD),求出得到的固有模态函数(intrinsic mode function,IMF)的能量,并对各层能量进行归一化,找出不同频段IMF的能量特征与流型之间存在一定关系。实验证明,Hilbert-Huang变换方法可以很好的表征油水两相流流型特征。

【Abstract】 Oil-water two-phase flow patterns affect the accurate measurement of flow parameters and the two-phase system operating characteristics.Oil-Water two-phase flow is of the nonlinear and non-stationary signal.Aimed at these characteristics,oil-water two-phase flow of conductance fluctuations signals was studied by using of Hilbert-Huang transform method,and feature extraction for signal energy.Firstly,the conductance fluctuations in oil and water two-phase signal EMD decomposition,and then find the resulting intrinsic mode function of energy,and energy normalized levels, to identify characteristics of IMF and the actual flow of energy between the relations.Experiment results show that the HHT method can show characterization of oil-water two-phase flow greatly.

  • 【文献出处】 石油仪器 ,Petroleum Instruments , 编辑部邮箱 ,2012年03期
  • 【分类号】TE81
  • 【下载频次】58
节点文献中: 

本文链接的文献网络图示:

本文的引文网络