Optimization design of centrifugal compressor blades, based on the uniform design method and genetic algorithm

被引:0
|
作者
Shu, Xin-Wei [1 ]
Gu, Chuan-Gang [1 ]
Xiao, Jun [1 ]
Gao, Chuang [1 ]
机构
[1] School of Mechanical and Power Engineering, Shanghai Jiaotong University, Shanghai 200030, China
来源
Dongli Gongcheng/Power Engineering | 2007年 / 27卷 / 05期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
An approach to optimization design, of centrifugal compressor blades, which incorporates the uniform design method, CFD analysis technique, regression analysis method and genetic algorithm, is being presented. Uniform design is used to generate geometric information of trial samples, the performance of which are evaluated and analyzed by CFD technique. Function approximation of sample information is performed by the regression analysis method. Finally global optimization of the approximative functions is obtained by applying genetic algorithm. Taking maximal isentropic efficiency as the object function, this optimization method has been applied to the optimal design of a certain centrifugal compressor blade. Results show that the isentropic efficiency of the bladed wheel got improved, as compared with that of the original, which vindicates the effectiveness of the proposed optimization approach.
引用
收藏
页码:713 / 716
相关论文
共 50 条
  • [41] Design method for improving aerodynamic damping of compressor blades
    Guo, X.-L., 1855, Beijing University of Aeronautics and Astronautics (BUAA) (27):
  • [42] Study of improving genetic algorithm based on uniform design
    He Da-kuo
    Wang Fu-li
    Yuan Ping
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 792 - +
  • [43] Global optimization method based on uniform design
    Zhang, P.
    He, C.
    Qiao, Y.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2001, 12 (05):
  • [44] Reliability-Based Design Optimization of a Centrifugal Compressor Considering Manufacturing Uncertainties
    Shew, Jiaheng
    Huang, Min
    Liu, Xuejun
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING (ICRSE 2017), 2017,
  • [45] Applications of numerical optimization techniques to design of axial compressor blades
    ChoonMan Jang
    KwangYong Kim
    航空动力学报, 2007, (04) : 645 - 652
  • [46] Optimization Design of the Wind Turbine Gearbox Based on Genetic Algorithm Method
    Li, Y. F.
    Xu, Y. X.
    Li, G. X.
    ADVANCES IN MATERIALS MANUFACTURING SCIENCE AND TECHNOLOGY XIV, 2012, 697-698 : 697 - +
  • [47] Vaneless Diffuser of the Centrifugal Compressor Stage Design Method
    Galerkin, Y. B.
    Rekstin, A. F.
    Solovyeva, O. A.
    OIL AND GAS ENGINEERING (OGE-2019), 2019, 2141
  • [48] Embryonic Electronic Circuit Optimization Design Method Based on Genetic Algorithm
    Wang, Tao
    Cai, Jinyan
    Meng, Yafeng
    EMBEDDED SYSTEM TECHNOLOGY, ESTC 2015, 2015, 572 : 87 - 98
  • [49] The Application of Design Structure Matrix Optimization Method Based on Genetic Algorithm
    Sun, Lefeng
    An, Jing
    Yu, Hongmiao
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, INFORMATION MANAGEMENT AND NETWORK SECURITY, 2016, 47 : 271 - 273
  • [50] A Novel Aerodynamic Design Method for Centrifugal Compressor Impeller
    Nili-Ahmadabadi, M.
    Durali, M.
    Hajilouy, A.
    JOURNAL OF APPLIED FLUID MECHANICS, 2014, 7 (02) : 329 - 344