MULTIOBJECT OPTIMIZATION OF A CENTRIFUGAL IMPELLER USING EVOLUTIONARY ALGORITHMS

被引:2
|
作者
Li JunInstitute of Turbomachinery
机构
关键词
Centrifugal impeller Navier-Stokes solver Evolutionary algorithms Multiobjective optimization Design;
D O I
暂无
中图分类号
TH122 [机械设计];
学科分类号
摘要
Application of the multiobjective evolutionary algorithms to the aerodynamic optimization design of a centrifugal impeller is presented. The aerodynamic performance of a centrifugal impeller is evaluated by using the three-dimensional Navier-Stokes solutions. The typical centrifugal impeller is redesigned for maximization of the pressure rise and blade load and minimization of the rotational total pressure loss at the given flow conditions. The Bezier curves are used to parameterize the three-dimensional impeller blade shape. The present method obtains many reasonable Pareto optimal designs that outperform the original centrifugal impeller. Detailed observation of the certain Pareto optimal design demonstrates the feasibility of the present multiobjective optimization method tool for turbomachinery design.
引用
收藏
页码:389 / 393
页数:5
相关论文
共 50 条
  • [41] IMPROVEMENT OF EFFICIENCY BY DESIGN OPTIMIZATION OF A CENTRIFUGAL PUMP IMPELLER
    Bellary, Sayed Ahmed Imran
    Samad, Abdus
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2014, VOL 2D, 2014,
  • [42] Design and optimization of meridional profiles for the impeller of centrifugal compressors
    Mojaddam, Mohammad
    Torshizi, S. Abolfazl Moussavi
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2017, 31 (10) : 4853 - 4861
  • [43] Matching optimization of impeller and volute in a multistage centrifugal pump
    Zhao, Jiantao
    Pei, Ji
    Yuan, Jianping
    Wang, Wenjie
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2024, 45 (09): : 1670 - 1678
  • [44] OPTIMIZATION OF THE OPERATION CHARACTERISTIC OF A HIGHLY STRESSED CENTRIFUGAL COMPRESSOR IMPELLER USING AUTOMATED OPTIMIZATION AND METAMODELING METHODS
    Geller, Marius
    Schemmann, Christoph
    Kluck, Norbert
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2017, VOL 2C, 2017,
  • [45] Shape optimization of the ERCOFTAC centrifugal pump impeller using open-source software
    Remo De Donno
    Antonio Ghidoni
    Gianmaria Noventa
    Stefano Rebay
    Optimization and Engineering, 2019, 20 : 929 - 953
  • [46] Numerical shape optimization of a centrifugal pump impeller using artificial bee colony algorithm
    Derakhshan, Shahram
    Pourmahdavi, Maryam
    Abdolahnejad, Ehsan
    Reihani, Amin
    Ojaghi, Ashkan
    COMPUTERS & FLUIDS, 2013, 81 : 145 - 151
  • [47] Optimization of the Splitter Blade Configuration and Geometry of a Centrifugal Pump Impeller using Design of Experiment
    Namazizadeh, M.
    Gevari, M. Talebian
    Mojaddam, M.
    Vajdi, M.
    JOURNAL OF APPLIED FLUID MECHANICS, 2020, 13 (01) : 89 - 101
  • [48] Shape optimization of the ERCOFTAC centrifugal pump impeller using open-source software
    De Donno, Remo
    Ghidoni, Antonio
    Noventa, Gianmaria
    Rebay, Stefano
    OPTIMIZATION AND ENGINEERING, 2019, 20 (03) : 929 - 953
  • [49] DESIGN OPTIMIZATION OF A CENTRIFUGAL COMPRESSOR IMPELLER USING RADIAL BASIS NEURAL NETWORK METHOD
    Kim, Jin-Hyuk
    Choi, Jae-Ho
    Kim, Kwang-Yong
    PROCEEDINGS OF ASME TURBO EXPO 2009, VOL 7, PTS A AND B, 2009, : 443 - 451
  • [50] Optimization of a Centrifugal Pump Impeller by Controlling Blade Profile Parameters
    Siddique, Md. Hamid
    Mrinal, K. R.
    Samad, Abdus
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2016, VOL 2C, 2016,