Analysis of Transient Gas-Liquid Two-Phase Flow in Liquid-Ring Pump Based on POD Modal Decomposition
Guo, Guang-Qiang1; Zhang, Ren-Hui1,2; Chen, Xue-Bing1; Jiang, Li-Jie1
2021-02-01
发表期刊Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics
ISSN0253-231X
卷号42期号:2页码:349-356
摘要According to the complex spatial-temporal evolution of gas-liquid two-phase flow in the liquid-ring pump, the proper orthogonal decomposition (POD) method was employed to decompose the transient gas-liquid two-phase flow field in pump. The spatial basic modal characteristics of transient phase and velocity fields and the time-domain characteristics of their modal coefficients were analyzed. The reduced-order model of unsteady flow field was established, and the flow field were predicted and analyzed. The results show that POD method can realize the spatio-temporal decoupling analysis of complex flow field in liquid ring pump. The change of modal coefficients of phase and velocity fields in time domain can reflect the law of energy, frequency and phase change of modal field. The basic mode field can reflect the spatial scale change law of pulsating flow field. The flow field in the sample space can be accurately predicted by the reduced-order model, and the maximum relative errors of the predicted results for inlet pressure, phase field and velocity field are about 0.2%, 4% and 8%, respectively. The reduced-order model has a certain extrapolation accuracy. However, the error between the prediction result and CFD calculation result increases gradually when the object is gradually far away from the sample space. © 2021, Science Press. All right reserved.
关键词Computational fluid dynamics Flow fields Liquids Modal analysis Pumps Time domain analysis Transient analysis Transpiration Unsteady flow Velocity Gas liquid two-phase flows Maximum relative errors Modal characteristics Proper orthogonal decomposition method Pulsating flow fields Reduced order models Spatial-temporal evolution Time domain characteristics
收录类别EI
语种中文
出版者Science Press
EI入藏号20210809961344
EI主题词Two phase flow
EI分类号461.9 Biology ; 618.2 Pumps ; 631.1 Fluid Flow, General ; 723.5 Computer Applications ; 921 Mathematics
文献类型期刊论文
条目标识符https://ir.lut.edu.cn/handle/2XXMBERH/147755
专题能源与动力工程学院
作者单位1.College of Energy and Power Engineering, Lanzhou University of Technology, Lanzhou; 730050, China;
2.Key Laboratory of Fluid Machinery and Systems, Lanzhou University of Technology, Lanzhou; 730050, China
第一作者单位能源与动力工程学院
第一作者的第一单位能源与动力工程学院
推荐引用方式
GB/T 7714
Guo, Guang-Qiang,Zhang, Ren-Hui,Chen, Xue-Bing,et al. Analysis of Transient Gas-Liquid Two-Phase Flow in Liquid-Ring Pump Based on POD Modal Decomposition[J]. Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics,2021,42(2):349-356.
APA Guo, Guang-Qiang,Zhang, Ren-Hui,Chen, Xue-Bing,&Jiang, Li-Jie.(2021).Analysis of Transient Gas-Liquid Two-Phase Flow in Liquid-Ring Pump Based on POD Modal Decomposition.Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics,42(2),349-356.
MLA Guo, Guang-Qiang,et al."Analysis of Transient Gas-Liquid Two-Phase Flow in Liquid-Ring Pump Based on POD Modal Decomposition".Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics 42.2(2021):349-356.
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