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
  • [1] OPTIMIZATION OF A CENTRIFUGAL IMPELLER USING EVOLUTIONARY ALGORITHMS
    Bartold, Andreas
    Joos, Franz
    PROCEEDINGS OF THE ASME TURBO EXPO 2008, VOL 6, PT A, 2008, : 2471 - 2480
  • [2] Optimal Design of a Centrifugal Compressor Impeller Using Evolutionary Algorithms
    Cho, Soo-Yong
    Ahn, Kook-Young
    Lee, Young-Duk
    Kim, Young-Cheol
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2012, 2012
  • [3] Multi-objective optimization of a centrifugal compressor impeller through evolutionary algorithms
    Kim, J-H
    Choi, J-H
    Husain, A.
    Kim, K-Y
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2010, 224 (A5) : 711 - 721
  • [4] Optimization of Centrifugal Impeller Using Evolutionary Strategies and Artificial Neural Networks
    Meier, Rene
    Joos, Franz
    ADVANCES IN DATA ANALYSIS, DATA HANDLING AND BUSINESS INTELLIGENCE, 2010, : 713 - 721
  • [5] THE OPTIMIZATION OF A CENTRIFUGAL IMPELLER BASED ON A NEW MULTI-OBJECTIVE EVOLUTIONARY STRATEGY
    Li, Xiaojian
    Zhao, Yijia
    Liu, Zhengxian
    Chen, Hua
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2016, VOL 2C, 2016,
  • [6] OPTIMIZATION OF A CENTRIFUGAL FAN IMPELLER USING KRIGING SIMULATED ANNEALING
    Cadirci, Sertac
    Selenbas, Bugra
    Gunes, Hasan
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2011, VOL 6, PTS A AND B, 2012, : 991 - 997
  • [7] Shape optimization of a centrifugal compressor impeller
    Khalfallah, S.
    Ghenaiet, A.
    8TH INTERNATIONAL CONFERENCE ON COMPRESSORS AND THEIR SYSTEMS, 2013, : 523 - +
  • [8] Cavitation Optimization for a Centrifugal Pump Impeller by Using Orthogonal Design of Experiment
    PEI Ji
    YIN Tingyun
    YUAN Shouqi
    WANG Wenjie
    WANG Jiabin
    Chinese Journal of Mechanical Engineering, 2017, 30 (01) : 103 - 109
  • [9] Cavitation optimization for a centrifugal pump impeller by using orthogonal design of experiment
    Pei Ji
    Yin Tingyun
    Yuan Shouqi
    Wang Wenjie
    Wang Jiabin
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2017, 30 (01) : 103 - 109
  • [10] Cavitation optimization for a centrifugal pump impeller by using orthogonal design of experiment
    Ji Pei
    Tingyun Yin
    Shouqi Yuan
    Wenjie Wang
    Jiabin Wang
    Chinese Journal of Mechanical Engineering, 2017, 30 : 103 - 109