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基于小波变换的气液两相流系统软测量 被引量:2

Soft-sensing Technique Based on Wavelet in Multiphase Flow
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摘要 为解决多相流系统的参数检测和流型识别问题,以气液两相流系统为研究对象,在小 波分析技术的基础上,建立了一个气液两相流系统的参数检测软测量模型,并对此模型进行了分析 和模拟实现.结果表明,此模型可以通过4尺度小波变换图清楚地看到段塞流及波状流的形成及结 束过程,并生成波流的去噪光滑波形图及辨识细节波形图,从而达到有效识别波流流型的目的. In order to solve the problem of measuring parameters and identifying flow regimes in the system of multiphase flow, the subject investigated in this paper is major in a gas -liquid two - phase system and then we establish an soft - sensing model for parameter measurement on the basis of wavelet analysis technique, finally we analyze and make a simulating implementation on this model. We can draw conclusions from the results that in this model we can clearly observe the forming and ending process of pluglike flow and wavelike flow from their 4 -scale wavelet transform charts, and then get smooth oscillograms and detailed oscillograms, it can effectively identify flow regimes accordingly.
出处 《哈尔滨理工大学学报》 CAS 2005年第1期79-82,共4页 Journal of Harbin University of Science and Technology
基金 教育部重点科技项目(204043)黑龙江省骨干教师计划(1054G014)
关键词 软测量 小波分析 多相流 流型 soft-sensing wavelet analysis multiphase flow flow regime
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  • 1潘勇,王化祥.两相流电容层析成像系统[J].天津科技大学学报,2004,19(4):38-42. 被引量:2
  • 2史志才,黄志尧,王保良,李海青.电容层析成像系统图像重建稳定性研究[J].浙江大学学报(工学版),2001,35(2):220-224. 被引量:3
  • 3金宁德,邢荣亮,赵鑫.纵向八电极阵列电导式两相流测量方法研究[J].测井技术,2005,29(6):484-487. 被引量:11
  • 4金宁德,郑桂波,胡凌云.垂直上升管中气液两相流电导波动信号的混沌特性分析[J].地球物理学报,2006,49(5):1552-1560. 被引量:24
  • 5MI Y, ISHII M, TSOUKALAS L H. Vertical Two-phase Flow Identification Using Advanced Instrumentation and Neural Networks[J]. Nuclear Engineering and Design, 1998,18(03) : 409 - 420.
  • 6BRIENS C L, HUDSON C, BRIEUS L A. Rapid Characterization off Low Regimes in Multiphase Reactors Through Box-counting Dimensions with an Embedding Dimension of Two-phase Flow [J].The Chemical Engineering, 1996,25 (05) : 169 - 178.
  • 7RABINER L R. A Tutorial on Hidden Markov Models and Selected Application in Speech Recognition [J]. Proceedings of the IEEE,1989,77(02): 257 - 286.
  • 8胡昌华,张军波,夏军,等.基于Ma'dab的系统分析与设计[M].西安:西安电子科技大学出版社,2000.
  • 9Jieping Ye. Generalized Low Rank Approximations of Matrices[J] 2005,Machine Learning(1-3):167~191
  • 10K.J. Hersvik,M.S. Espedal. Adaptive hierarchical upscaling of flow in heterogeneous reservoirs based on an a posteriori error estimate[J] 1998,Computational Geosciences(4):311~336

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