Design optimization of transonic compressor stage using CFD and response surface model
WANG Xiang-feng, Wang Song Tao, Han Wan Jin
School of Energy Science and Engineering, Harbin Institute of Technology, Harbin 150001, China
Abstract:
In order to shorten the design period, the paper describes a new optimization strategy for computationally expensive design optimization of turbomachinery, combined with design of experiment (DOE), response surface models (RSM), genetic algorithm (GA) and a 3-D Navier-Stokes solver(Numeca Fine). Data points for response evaluations were selected by improved distributed hypercube sampling (IHS) and the 3-D Navier-Stokes analysis was carried out at these sample points. The quadratic response surface model was used to approximate the relationships between the design variables and flow parameters. To maximize the adiabatic efficiency, the genetic algorithm was applied to the response surface model to perform global optimization to achieve the optimum design of NASA Stage 35. An optimum leading edge line was found, which produced a new 3-D rotor blade combined with sweep and lean, and a new stator one with skew. It is concluded that the proposed strategy can provide a reliable method for design optimization of turbomachinery blades at reasonable computing cost.
Key words: response surface models genetic algorithm transonic compressor optimization design numerical simulation
DOI：10.11916/j.issn.1005-9113.2010.01.021
Clc Number:TH45
Fund:
删除或更新信息，请邮件至freekaoyan#163.com(#换成@)
Design optimization of transonic compressor stage using CFD and response surface model
本站小编 哈尔滨工业大学/2019-10-23
相关话题/Design optimization transonic compressor stage
领限时大额优惠券,享本站正版考研考试资料!
优惠券领取后72小时内有效，10万种最新考研考试考证类电子打印资料任你选。涵盖全国500余所院校考研专业课、200多种职业资格考试、1100多种经典教材，产品类型包含电子书、题库、全套资料以及视频，无论您是考研复习、考证刷题，还是考前冲刺等，不同类型的产品可满足您学习上的不同需求。 ...考试优惠券 本站小编 Free壹佰分学习网 2022-09-19GEO Satellite Thruster Configuration and Optimization
GEO Satellite Thruster Configuration and Optimization Author NameAffiliationJiajia FengBeijing Institute of Control Engineering, Beijing 100190, ChinaScience and Technology on Space Intelligent Control Laboratory,Beijing 100190,ChinaZuowei WangBeijing Institute of Control En ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Disturbance Observer Design with a Bode’s Ideal Filter for Sigma-Delta Modulators
Disturbance Observer Design with a Bode’s Ideal Filter for Sigma-Delta Modulators Author NameAffiliationChi XuCollege of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China Advanced Innovation Center for Soft Matter, Beijing U ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Distributed Optimization for Heterogenous Second-Order Multi-Agent Systems
Distributed Optimization for Heterogenous Second-Order Multi-Agent Systems Author NameAffiliationQing ZhangCollege of Science, Civil Aviation University of China, Tianjin 300300, ChinaZhikun GongCollege of Science, Civil Aviation University of China, Tianjin 300300, ChinaZhe ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Design of a Reflective Intensity Optical Fibre Bundle Displacement Sensor
Design of a Reflective Intensity Optical Fibre Bundle Displacement Sensor Author NameAffiliationBinghui JiaSchool of Mechanical Engineering, Nanjing Institute of Technology, Nanjing 211167, ChinaJing YuSchool of Mechanical Engineering, Nanjing Institute of Technology, Nanjin ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Optimization for Nitrogen Removal in Anoxic/Oxic-Membrane Bioreactor by Response Surface Methodology
Optimization for Nitrogen Removal in Anoxic/Oxic-Membrane Bioreactor by Response Surface Methodology Author NameAffiliationMing YuSchool of Environment, Harbin Institute of Technology, Harbin 150090, ChinaYu TianSchool of Environment, Harbin Institute of Technology, Harbin 1 ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05MutPrimerDesign:用于人类基因编码区域突变位点的引物设计程序
MutPrimerDesign:用于人类基因编码区域突变位点的引物设计程序曹英豪,彭公信(中国医学科学院基础医学研究所&北京协和医学院基础医学院,北京100730)摘要:位于基因编码区的DNA突变与基因的功能密切相关。在已知人类基因编码区的突变位点时,如何在基因组上设计引物验证该突变是一个重要的问题 ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-12-05Complementary Sliding Mode Speed Control with Saturation Function Boundary Layer Optimization
Complementary Sliding Mode Speed Control with Saturation Function Boundary Layer Optimization Author NameAffiliationYanwei HuangCollege of Electrical Engineering and Automation, Fuzhou University, Fuzhou 350116, ChinaYuqing XieCollege of Electrical Engineering and Automation ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2020-03-06Power Consumption Optimization for 3D Graphics Rendering
Power Consumption Optimization for 3D Graphics Rendering Lidong Xing1,2, Tao Li 2, Hucai Huang2,Jungang Han2 (1. School of Microelectronics, Xidian University, Xi’An 710071, China;2. School of Electronic Engineering, Xi’an Unive ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2019-10-24Co-continuous Composite Material Design Using the Volumetric Distance Field Based on Analytic Shape
Co-continuous Composite Material Design Using the Volumetric Distance Field Based on Analytic Shape Functions Huimin Han1,2, Dong-Jin Yoo1,2,Yan Liang1,2 (1. Department of Computer Aided Mechanical Design Engineering, Daejin Uni ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2019-10-24Optimized Simulation Design of Double Glass Curtain Wall Shading System in Hot Summer and Cold Winte
Optimized Simulation Design of Double Glass Curtain Wall Shading System in Hot Summer and Cold Winter Zone Li-Sha He, Lin-Sen Mu, Jie Shen (College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, Chi ...哈尔滨工业大学科研学术 本站小编 哈尔滨工业大学 2019-10-24
