Optimization design of multiphase pump impeller based on combined genetic algorithm and boundary vortex flux diagnosis

被引:0
作者
Jin-ya Zhang
Shu-jie Cai
Yong-jiang Li
Yong-jiang Li
Yong-xue Zhang
机构
[1] China University of Petroleum,College of Mechanical and Transportation Engineering, Beijing Key Laboratory of Process Fluid Filtration and Separation
来源
Journal of Hydrodynamics | 2017年 / 29卷
关键词
Optimization design; multiphase pump; genetic algorithm; boundary vortex flux; quasi-3D hydraulic design (Q3DHD);
D O I
暂无
中图分类号
学科分类号
摘要
A novel optimization design method for the multiphase pump impeller is proposed through combining the quasi-3D hydraulic design (Q3DHD), the boundary vortex flux (BVF) diagnosis, and the genetic algorithm (GA). The BVF diagnosis based on the Q3DHD is used to evaluate the objection function. Numerical simulations and hydraulic performance tests are carried out to compare the impeller designed only by the Q3DHD method and that optimized by the presented method. The comparisons of both the flow fields simulated under the same condition show that (1) the pressure distribution in the optimized impeller is more reasonable and the gas-liquid separation is more efficiently inhibited, (2) the scales of the gas pocket and the vortex decrease remarkably for the optimized impeller, (3) the unevenness of the BVF distributions near the shroud of the original impeller is effectively eliminated in the optimized impeller. The experimental results show that the differential pressure and the maximum efficiency of the optimized impeller are increased by 4% and 2.5%, respectively. Overall, the study indicates that the optimization design method proposed in this paper is feasible.
引用
收藏
页码:1023 / 1034
页数:11
相关论文
共 49 条
  • [1] Zhu H(2005)Discussion on design of flow parameters of helico-axial multiphase pump [J] Journal of Engineering Thermophysics 26 954-956
  • [2] Li Z(2005)Hydrodynamic Design of rotodynamic pump impeller for multiphase pumping by combined approach of inverse design and CFD analysis [J] Journal of Fluids Engineering 127 330-338
  • [3] Li Q(2015)Improvement of hydrodynamic performance of a multiphase pump using design of experiment techniques [J] Journal of Fluids Engineering 137 081301-28
  • [4] Cao S(2015)A selected literature review of efficiency improvements in hydraulic turbines [J] Renewable and Sustainable Energy Reviews 51 18-35
  • [5] Peng G(2010)Multi-objective automatic optimization design of centrifugal impeller based on genetic algorithm [J] Journal of Xi’an Jiaotong University 44 31-546
  • [6] Yu Z(2011)Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN [J] Energy Conversion and Management 52 538-335
  • [7] Kim J(2010)Shape optimization of a multi-element foil using an evolutionary algorithm [J] Journal of Fluids Engineering 132 051401-211
  • [8] Lee H(2002)Hydrodynamic design system for pumps based on 3-D CAD, CFD, and inverse design method [J] Journal of Fluids Engineering 124 329-151
  • [9] Kim J(2015)Optimal location of axial impellers in a stirred tank applying evolutionary programing and CFD [J] Chemical Engineering Research and Design 100 203-412
  • [10] Liu X(2013)Numerical shape optimization of a centrifugal pump impeller using artificial bee colony algorithm [J] Computers and Fluids 81 145-474