留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

一种实现轴流压气机试验特性关联的经验方法

向宏辉 侯敏杰 刘志刚

向宏辉, 侯敏杰, 刘志刚. 一种实现轴流压气机试验特性关联的经验方法[J]. 航空动力学报, 2013, 28(7): 1517-1525.
引用本文: 向宏辉, 侯敏杰, 刘志刚. 一种实现轴流压气机试验特性关联的经验方法[J]. 航空动力学报, 2013, 28(7): 1517-1525.
XIANG Hong-hui, HOU Min-jie, LIU Zhi-gang. Experiential method for realizing correlation of experimental characteristics of axial flow compressors[J]. Journal of Aerospace Power, 2013, 28(7): 1517-1525.
Citation: XIANG Hong-hui, HOU Min-jie, LIU Zhi-gang. Experiential method for realizing correlation of experimental characteristics of axial flow compressors[J]. Journal of Aerospace Power, 2013, 28(7): 1517-1525.

一种实现轴流压气机试验特性关联的经验方法

Experiential method for realizing correlation of experimental characteristics of axial flow compressors

  • 摘要: 采用系统研究思想,对10余台轴流压气机稳态性能试验数据进行了整理分析,在统计层次上探索了现有气动/结构设计体系下离散试验数据之间的内在关联规律.详细阐述了关联基准点的选取、关联基准线的构造、稳定工作边界的预估、特性线的泛化拟合和关联基准点的求解等环节,成功构建了一种实现多级轴流压气机试验特性有效关联的经验分析方法.结果表明:该经验方法对于大流量低速压气机变工况特性具有较好的预估能力,总体相对误差小于±10%.该方法可应用于同类型新设计压气机变工况特性表征关系的经验重构和先期性能评定,为压气机离散试验数据的挖掘、利用提供技术支持.

     

  • [1] Irving A,Johnsen,Robert O,et al.Aerodynamic design of axial flow compressors [R].NASA N65-23345,1965.
    [2] Wassell A B.Reynolds number effects in axial compressors[R].ASME WA/GT-2,1967.
    [3] Kurzke J,Riegler C.A new compressor map scaling procedure for preliminary conceptional design of gas turbines [R].ASME Paper 2000-GT-0006,2000.
    [4] Kong C D,Ki J Y.A new scaling method for component maps of gas turbine using system identification[J].ASME Journal of Engineering for Gas Turbines Power,2003,125(4):979-985.
    [5] Drummond C,Davison C R.Capturing the shape variance in gas turbine compressor maps [R].ASME Paper GT-2009-60141,2009.
    [6] Cravero C,Macelloni P.A new model for the prediction of compressor performance maps [R].ISABE-2009-1133, 2009.
    [7] Kurzke J.Correlations hidden in compressor maps.ASME Paper GT-2011-45519,2011.
    [8] 张娜,林汝谋,蔡睿贤.压气机特性通用数学表达式[J].工程热物理学报,1996,17(1):21-24. ZHANG Na,LIN Rumou,CAI Ruixian.General formulas for axial compressor performance estimation[J].Journal of Engineering Thermophysics,1996,17(1):21-24.(in Chinese)
    [9] 航空发动机设计手册总编委会.航空发动机设计手册:压气机[M].北京:航空工业出版社,2001.
    [10] XIANG Honghui,REN Minglin.Discussion of several questions with efficiency assessment in axial flow compressor experiment [R].JSASS-2009-5537,2009.
    [11] 向宏辉,葛宁,任铭林.基于试验数据的轴流压气机喘振边界经验预估方法[J].燃气轮机技术,2011,24(1):40-44. XIANG Honghui,GE Ning,REN Minglin.Empirical prediction method of the surge line of axial flow compressors based on statistical experimental data[J].Gas Turbine Technology,2011,24(1):40-44.(in Chinese)
    [12] Drummond C,Davison C R.Improved compressor maps using approximate solutions to the Moore Greitzer model[J].ASME Paper GT-2009-60148,2009.
    [13] 王志涛,李淑英,谭智勇.基于BP和RBF神经网络压气机特性曲线拟合方法的研究[J].汽轮机技术,2009,51(2):94-96. WANG Zhitao,LI Shuying,TAN Zhiyong.Comparing study on the fitting method of compressor characteristic curve based on BP and RBF neural network[J].Turbine Technology,2009,51(2):94-96.(in Chinese)
    [14] 蒋爱武,谢寿生.基于支持向量机和粒子群算法的压气机特性计算[J].航空动力学报,2010,25(11):2571-2577. JIANG Aiwu,XIE Shousheng.Method to achieving compressor characteristics based on support vector machine(SVM) and particle swarm optimization(PSO)[J].Journal of Aerospace Power,2010,25(11):2571-2577.(in Chinese)
    [15] 尹大伟,李本威,王永华,等.基于Kriging方法的航空发动机压气机特性元建模[J].航空学报,2011,32(1):99-106. YIN Dawei,LI Benwei,WANG Yonghua,et al.Aeroengine compressor characteristics metamodeling using Kriging method[J].Acta Aeronautica et Astronautics Sinica,2011,32(1):99-106.(in Chinese)
    [16] 刘喜超,唐胜利.基于偏最小二乘法的压气机特性曲线的拟和[J].汽轮机技术,2006,48(5):327-329. LIU Xichao,TANG Shengli.Mathematical model of compressor characteristic map based on the partial least square theory[J].Turbine Technology,2006,48(5):327-329.(in Chinese)
    [17] 杨欣毅,沈伟,刘海峰,等.一种应用滑动最小二乘求取压气机特性的方法[J].航空动力学报,2009,24(8):1741-1746. YANG Xinyi,SHEN Wei,LIU Haifeng,et al.Compressor characteristics generation method using moving least square[J].Journal of Aerospace Power,2009,24(8):1741-1746.(in Chinese)
  • 加载中
计量
  • 文章访问数:  1381
  • HTML浏览量:  1
  • PDF量:  986
  • 被引次数: 0
出版历程
  • 收稿日期:  2012-11-20
  • 刊出日期:  2013-07-28

目录

    /

    返回文章
    返回