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《Journal of Chemical Industry and Engineering(China)》 2005-12
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Property of differential pressure fluctuation signal of gas-liquid two-phase flow based on Hilbert-Huang transform

DING Hao, HUANG Zhiyao, LI Haiqing(State Key Laboratory of Industrial Control Technology, Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China)  
The Hilbert-Huang transform(HHT) was used to analyze the differential fluctuation signal of gas-liquid two-phase flow in a horizontal pipeline. By using the empirical mode decomposition(EMD) method, the signal was decomposed into a finite and small number of intrinsic mode function(IMF), and then the Hilbert transform was applied to each of these intrinsic mode functions to get the energy-frequency-time distribution, designated as the Hilbert spectrum. The energy characteristics of different intrinsic mode functions was extracted to characterize the differential pressure fluctuation signal. Based on the above analysis, a comparison of the results for different diameters of pipeline was presented and the relationship between the energy distribution of signals of different frequency bands and flow pattern conversion was analysed. Meanwhile, the differences between the wavelet method and HHT method were also discussed. The experimental results show that the HHT is an extremely powerful tool for the analysis of nonlinear and non-stationary signals,and the extracted energy characteristics can reflect the flow state of gas-liquid two-phase flow and flow pattern conversion.This method could be useful for the signal analysis in gas-liquid two-phase flow in a horizontal pipeline.
【Fund】: 国家自然科学基金重大项目(59995460-5);; 国家高技术研究发展计划项目(2001AA13210).~~
【CateGory Index】: O359.1
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【References】
Chinese Journal Full-text Database 6 Hits
1 Hongwei Li;Junpeng Liu;Yunlong Zhou;Bin Sun;School of Energy and Power Engineering, Northeast Dianli University;;Analysis of the nonlinear dynamic characteristics of two-phase flow based on an improved matrix pencil method[J];Chinese Journal of Chemical Engineering;2016-06
2 FANG Li-de1,2,ZHANG Tao2,XU Ying21.The Institute of Quality and Technology Supervising,Hebei University,Baoding 071051,China;2.School of Electrical and Automation Engineering,Tianjin University,Key Laboratory for Process Measurement and Control,Tianjin 300072,China;Analysis of Gravity Differential Pressure Fluctuation Signal against to the Horizontal Flow Direction in Gas-Liquid Two-Phase Flow[J];传感技术学报;2008-07
3 SUN Bin, ZHOU Yun-long, ZHAO Peng, GUAN Yue-bo (School of Energy Resources and Mechanical Engineering, Northeast Dianli University, Jilin, 132012, China);Identification Method for Gas-Liquid Two-Phase Flow Regime Based on Singular Value Decomposition and Least Square Support Vector Machine[J];核动力工程;2007-06
4 SUN Bin,ZHOU Yun-long,XIANG Xin-xing,DOU Hua-rong (School of Energy Resources and Mechanical Engineering , Northeast Dianli University, Jilin 132012, Jilin Province, China);Identification Method of Gas-liquid Two-Phase Flow Regime Based on Empirical Mode Decomposition and Probabilistic Neural Network[J];中国电机工程学报;2007-17
5 ZHOU Yun-long1, WANG Qiang1, SUN Bin1, Zhang Yong-gang2 (1. School of Energy Resource and Mechanical Engineering, Northeast Dianli University, Jilin 132012, Jilin Province, China; 2. Shandong Phoenix Pharmaceutical co Ltd, Dongying 257400, Shandong Province, China);Applied Study of Hilbert-huang Transform and Elman Neural Network on Flow Regime Identification for Gas-liquid Two-phase Flow[J];中国电机工程学报;2007-11
6 QIN Kai-rong1,LE Jia-chun2,HU Xu-qu1,JIANG Zong-lai1(1.School of Naval Architecture & Ocean Engineering,Shanghai Jiaotong University,Shanghai 200240,China;2.Shanghai Institute of Applied Mathematics and Mechanics,Shanghai University,Shanghai 200072,China);Nonstationary Flow Shear Stress and Its Hilbert-Huang Transformation in Arteries[J];力学季刊;2007-01
【Citations】
Chinese Journal Full-text Database 3 Hits
1 HUANG Hai and HUANG Yilun (Department of Instrumentation Science and Engineering, Zhejiang University, Hangzhou 310027,Zhejiang,China);PRESSURE-FLUCTUATION ANALYSIS OF GAS-SOLID FLUIDIZED BEDS USING HILBERT-HUANG TRANSFORM[J];化工学报;2004-09
2 JI Hai-feng, HUANG Zhi-yao, WU Xian-guo, LI Hai-qing (National Key Laboratory of Industry Control , Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China);Analysis of Pressure Fluctuation Signal of Gas-Solid Fluidized Bed Based on Wavelets Transform[J];高校化学工程学报;2000-06
3 Chen Gong ;Huang Zhiyao ;Wang Baoliang; Li Haiqing (Zhejiang University, Hangzhou China 310027);Flow Regimes Identification in Horizontal Pipe Using Wavelet Transform[J];仪器仪表学报;1999-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Bao-yong;WEI Xu-ling;ZHANG Bin;School of Chemical and Biological Engineering, Lanzhou Jiaotong University;Lanzhou Petrochemical Research Center,Petrochemical Research Institute, PetroChina;;Research on Pressure Instantaneous Fluctuations in Riser of Circulating Fluidized Bed[J];化工技术与开发;2015-05
2 WANG Weiwei;KONG Xiangcui;CHEN Jingjing;CHEN Yu;College of Information and Control Engineering,China University of Petroleum;;Characteristics Analysis of Gas-liquid Two-phase Instantaneous Flowrate Based on HHT[J];测井技术;2015-02
3 ZHENG Jian-xiang;ZHU Xiu-li;School of Energy Resources and Power Engineering,Northeast Dianli University;Science College Northeast Dianli University;;Study and Application of Shannon Entropy in Analysis of Flow Behavior of Cohesive Particle Agglomerations[J];东北电力大学学报;2015-02
4 ZHENG Jian-xiang;GU Chun-yu;WANG Jian-jiang;;Numerical Simulation of Particle Pressure Fluctuation and Bed Overturn in Coarse Particle Dual-fluidized Bed[J];电站系统工程;2015-02
5 ZHAO Kai;ZHONG Zhaoping;WANG Xiaoyi;WANG Zeyu;Key laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment,Southeast University;;Pressure fluctuation signal analysis of two-component biomass and quartz sand particles based on Hilbert-Huang transform in fluidized-bed[J];化工学报;2015-04
6 WANG Weiwei;KONG Xiangcui;CHEN Jingjing;CHEN Yu;College of Information and Control Engineering,China University of Petroleum;;Characteristics Analysis of Gas-Liquid Two-phase Instantaneous Flowrate Based on HHT[J];测井技术;2014-06
7 Zhang Jubing;Li Yaning;Qian Shulin;Yang Hongmin;Piao Guilin;School of Energy and Mechanical Engineering,Nanjing Normal University;;Cold Model Experiment of Gas-Liquid-Solid Three-Phase Fluidized Bed[J];南京师范大学学报(工程技术版);2014-04
8 LI Chang-wei,CAO Xia-xin,SUN Li-cheng,YAN Chang-qi(College of Nuclear Science and Technology,Harbin Engineering University,Harbin 150001,China);Identification and Study of Flow Patterns in Narrow Vertical Rectangular Channel[J];原子能科学技术;2012-09
9 LIU Bao-yong1,2,WEI Xu-ling3,GUO Qing-jie2,WANG Liang-cheng1,YANG Xi1(1.School of Chemical and Biological Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China; 2.College of Chemistry and Chemical Engineering,China University of Petroleum(East China),Dongying 257061,China; 3.Petrochemical Research Institute of Petro China Company Limited,Beijing 100093,China);Power spectrum analysis of pressure fluctuations in the riser of a circulating fluidized bed[J];应用化工;2012-05
10 ZHOU Yunlong,LIU Yongqi,XUE Guangxin,CHEN Jun (School of Energy and Power Engineering,Northeast Dianli University,Jilin 132012,Jilin,China);Fault diagnosis of cavitation for centrifugal pump based on EMD and HHT marginal spectrum energy[J];化工学报;2012-02
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Hongwei Li;Junpeng Liu;Tao Li;Yunlong Zhou;Bin Sun;School of Energy and Power Engineering, Northeast Dianli University;;Analysis of dynamic of two-phase flow in small channel based on phase space reconstruction combined with data reduction sub-frequency band wavelet[J];Chinese Journal of Chemical Engineering;2015-06
2 Tan Bo;Hou Yu;Zheng Hua;Pei Chengming;Data Processing Center,Northwestern Polytechnical University;AVIC Xi'an Aircraft Industry( Group) Company Ltd.;;An Improved Matrix Pencil Algorithm for Modal Parameter Identification[J];西北工业大学学报;2014-03
3 Zhao Jun-Ying~(1)2)) Jin Ning-De~(1)) 1)(School of Electrical Engineering and Automation Tianjin University,Tianjin 300072,China) 2)(Electronic Technology Department,Tianjin Vocational College of Electronics & Information Technology,Tianjin 300350,China );Dynamic characteristics of multivariate graph centrobaric trajectory in phase space of two-phase flow[J];物理学报;2012-09
4 LI Kuan,LI Xingyuan,ZHAO Rui(School of Electrical Engineering and Information,Sichuan University,Chengdu 610065,Sichuan Province,China);Detection of Subsynchronous Oscillation in HVDC Transmission System Based on Improved Matrix Pencil Method[J];电网技术;2012-04
5 Li Hong-Wei Zhou Yun-Long~+ Liu Xu Sun Bin (College of Energy Resource and Mechanical Engineering,Northeast Dianli University,Jilin 132012,China);Stochastic subspsace parameter identification and stability diagram of gas-liquid two-phase flow patterns[J];物理学报;2012-03
6 Zhou Ting-Ting Jin Ning-De~+ Gao Zhong-Ke Luo Yue-Bin (School of Electrical Engineering and Automation,Tianjin University,Tianjin 300072,China);Limited penetrable visibility graph for establishing complex network from time series[J];物理学报;2012-03
7 SUN Bin,WANG Erpeng,DING Yang,BAI Hongzhen and HUANG Yongmei College of Metrological Technology and Engineering,China Jiliang University,Hangzhou 310018,China;Time-Frequency Signal Processing for Gas-Liquid Two Phase Flow Through a Horizontal Venturi Based on Adaptive Optimal-Kernel Theory[J];Chinese Journal of Chemical Engineering;2011-02
8 LI Hongwei 1 , ZHOU Yunlong 2, SUN Bin 2 and YANG Yue 2 1 North China Electric Power University, Beijing 102206, China 2 Northeast Dianli University, Jilin 132012, China;Multi-scale Chaotic Analysis of the Characteristics of Gas-Liquid Two-phase Flow Patterns[J];Chinese Journal of Chemical Engineering;2010-05
9 WANG Wei-wei1,GENG Yan-feng1,HUANG Zhi-yao21.College of Information & Control Engineering,China University of Petroleum,Dongying Shandong 257061,China;2.National Laboratory of Industrical Control Technology,Department of Control Science and Engineering,Zhejiang University,Hangzhou 310027,China;Flow Pattern Identification of Oil-Gas Two Phase Flow Based on Data Fusion Technique[J];传感技术学报;2007-09
10 JIN Ningde,ZHENG Guibo,CHEN Wanpeng(School of Electrical Engineering and Automation,Tianjin University,Tianjin 300072,China);Chaotic recurrence characteristics analysis of conductance fluctuating signal of gas/liquid two-phase flow[J];化工学报;2007-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Xiao;LI Lin;HU Hong-li;College of Electrical Engineering,Xi'an Jiaotong University;Xi'an Supervision & Inspection Institute of Product Quality Cable Compartment;;Identification of gas-solid two-phase flow regimes using EEMD and fractal box dimension[J];西北大学学报(自然科学版);2016-02
2 CHEN Yanping;MAO Yi;CHEN Ping;TONG Wei;YUAN Jianliang;College of Electrical and Information Engineering,Hunan University;;Short-term Power Load Forecasting Based on Ensemble Empirical Mode Decomposition-sample Entropy and Elman Neural Network[J];电力系统及其自动化学报;2016-03
3 Zhang Yu;Wang Xiaochan;Sun Guoxiang;Li Yongbo;College of Engineering, Nanjing Agricultural University;Jiangsu Modern Facilities Agricultural Technology and Equipment Engineering Laboratory;;Prediction of cayenne pepper plant height based on ensemble empirical mode decomposition and Elman neural network[J];农业工程学报;2015-18
4 SUN Qing-ming;ZHANG Bo;ZHANG Hai;School of Energy and Power Engineering,Dalian University of Technology;Wenzhou Special Equipment Inspection Center;;Flow pattern identification and dynamics characteristics analyses for gas-liquid two-phase flow in complex network[J];大连理工大学学报;2015-05
5 PENG Xing-jie;LI Tian-ya;LI Qing;WANG Kan;Department of Engineering Physics,Tsinghua University;Science and Technology on Reactor System Design Technology Laboratory,Nuclear Power Institute of China;;Application of Least Square Support Vector Machine in Core Power Distribution Reconstruction[J];原子能科学技术;2015-06
6 ZHAO Kai;ZHONG Zhaoping;WANG Xiaoyi;WANG Zeyu;Key laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment,Southeast University;;Pressure fluctuation signal analysis of two-component biomass and quartz sand particles based on Hilbert-Huang transform in fluidized-bed[J];化工学报;2015-04
7 CHEN Yu;XU Li-wei;HUANG Zhong-yang;JIANG Lu;School of Information and Computer Science,Northeast Forestry University;;A Self-adaptive Different Evolution Extreme Learning Algorithm for Electrical Capacitance Tomography System[J];哈尔滨理工大学学报;2014-06
8 DONG Fang;FANG Lide;LI Xiaoting;College of Quality and Technical Supervision,Hebei University;;Application of spectral entropy on the differential pressure signals against to the horizontal flow direction in gas-liquid two-phase flow[J];河北大学学报(自然科学版);2014-05
9 CHEN Yu;XU Li-wei;JIANG Lu;HUANG Zhong-yang;School of Information and Computer Science,Northeast Forestry University;;Electrical Capacitance Tomography Identification Algorithm Based on GMM Model[J];哈尔滨理工大学学报;2014-04
10 WANG Chong;YANG Pu-yi;XU Jian-xin;WANG Shi-bo;WANG Hua;State Key Laboratory of Complex Nonferrous Metal Resources Clean Utilization,Kunming University of Science and Technology;Yunan Copper Industry Co.,Ltd;Quality Development Institute,Kunming University of Science and Technology;;Study on Flow Regime Identification of Gas-Liquid Two Phase Flows in the Mixing Process by Top Blowing[J];昆明理工大学学报(自然科学版);2014-04
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 HUANG Bei and CHEN Bochuan HUANG Yilun( Department of Chemical and Biochemical Engineering, (Instrument Department, Zhejiang University,Zhejiang University, Hangzhou 310027, Zhejiang, China) Hangzhou 310027, Zhejiang, China);ANALYSIS OF PRESSURE FLUCTUATION IN FLUIDIZED BED THROUGH ALGORITHM COMPLEXITY IN VARIOUS SCALES[J];化工学报;2002-12
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