[1] |
TONG Zheming,XIN Jiage,TONG Shuiguang,et al.Review:internal flow structure,fault detection,and performance optimization of centrifugal pumps[J].Journal of Zhejiang University:Science A (Applied Physics and Engineering),2020,21(2):85-117.
|
[2] |
关醒凡.现代泵理论与设计[M].北京:中国宇航出版社,2011.
|
[3] |
张人会,郭广强,杨军虎,等.基于不完全敏感性方法的低比转速离心叶轮优化研究[J].机械工程学报,2014,50(4):162-166.
|
[4] |
苗森春,杨军虎,王晓晖,等.基于神经网络-遗传算法的液力透平叶片型线优化[J].航空动力学报,2015,30(8):1918-1925.
|
[5] |
王春林,冯一鸣,叶剑,等.基于RBF神经网络与NSGA-Ⅱ算法的渣浆泵多目标参数优化[J].农业工程学报,2017,33(10):109-115.
|
[6] |
王春林,胡蓓蓓,冯一鸣,等.基于径向基神经网络与粒子群算法的双叶片泵多目标优化[J].农业工程学报,2019,35(2):25-32.
|
[7] |
ZHANG Renhui,GUO Rong,YANG Junhu,et al.Inverse method of centrifugal pump impeller based on proper orthogonal decomposition (POD) method[J].Chinese Journal of Mechanical Engineering,2017,30(2):1025-1031.
|
[8] |
张人会,陈学炳,郭广强,等.低比转数离心泵叶轮内流场重构与模态分析[J].农业机械学报,2018,49(12):143-149.
|
[9] |
郭广强,张人会,陈学炳,等.低比转速离心叶轮的 POD 代理模型优化方法[J].华中科技大学学报(自然科学版),2019,47(7):50-55.
|
[10] |
王春林,彭海菠,丁剑,等.基于响应面法的消防泵 S 型叶片改进优化设计[J].机械工程学报,2013,49(10):170-177.
|
[11] |
袁寿其,王文杰,裴吉,等.低比转数离心泵的多目标优化设计[J].农业工程学报,2015,31(5):46-52.
|
[12] |
张人会,郭苗,杨军虎,等.基于伴随方法的离心泵叶轮优化设计[J].排灌机械工程学报,2014,32(11):943-954.
|
[13] |
CHAHINE C,SEUME J R,VERSTRAETE T.The influence of metamodeling techniques on the multidisciplinary design optimization of a radial compressor impeller[R].ASME Paper GT2012-68358,2012.
|
[14] |
ANDRéS E,SALCEDO S S,MONGE F,et al.Efficient aerodynamic design through evolutionary programming and support vector regression algorithms[J].Expert Systems with Applications,2012,39(12):10700-10708.
|
[15] |
XIONG Huadi,CHEN Zhenzhong,QIU Haobo,et al.Adaptive SVR-HDMR metamodeling technique for high dimensional problems[C]∥AASRI Procedia:The 2012 International Conference on Modeling,Identification and Control.Amsterdam: Elsevier,2012:95-100.
|
[16] |
CHEN Liming,WANG Hu,YE Fan,et al.Comparative study of HDMRs and other popular metamodeling techniques for high dimensional problems[J].Structural and Multidisciplinary Optimization,2019,59(1):21-42.
|
[17] |
姜丙孝,杨军虎,白小榜,等.基于高维混合模型与遗传算法的离心泵叶片优化[J].华中科技大学学报(自然科学版),2020,48(7):128-132.
|
[18] |
JOHANN F G.Centrifugal pumps[M].Berlin:Springer,2020.
|
[19] |
SOBOL I M.Sensitivity estimates for nonlinear mathematical models[J].Mathematical Modelling and Computational Experiment,1993,1(4):407-414.
|
[20] |
TUNGA M A.An approximation method to model multivariate interpolation problems:indexing HDMR[J].Mathematical and Computer Modelling,2011,53(9/10):1970-1982.
|
[21] |
RABITZ H,ALI? ? F.General foundations of high-dimensional model representations[J].Journal of Mathematical Chemistry,1999,25:197-233.
|
[22] |
ALI? ? F,RABITZ H.Efficient implementation of high dimensional model representations[J].Journal of Mathematical Chemistry,2001,29(2):127-142.
|
[23] |
杨晓伟,郝志峰.支持向量机的算法设计与分析[M].北京:科学出版社,2013.
|
[24] |
李晓俊,袁寿其,潘中永,等.离心泵边界层网格的实现及应用评价[J].农业工程学报,2012,28(20):67-72.
|
[25] |
章梓雄,董曾南.粘性流体力学[M].北京:清华大学出版社,2011.
|
[26] |
DAVID C W.Turbulence modeling for CFD[M].San Diego,US:DCW Industries,2006.
|