Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction

被引:6
作者
Zhang, Yu [1 ]
Hu, Sanbao [2 ]
Zhang, Yunqing [3 ]
Chen, Liping [3 ]
机构
[1] Wuhan Second Ship Design & Res Inst, Wuhan 430064, Hubei, Peoples R China
[2] Wuhan Univ Technol, Hubei Key Lab Adv Technol Automobile Parts, Wuhan 430074, Hubei, Peoples R China
[3] Huazhong Univ Sci & Technol, Ctr Comp Aided Design, Sch Mech Sci & Engn, Wuhan 430074, Hubei, Peoples R China
来源
SCIENTIFIC WORLD JOURNAL | 2014年
基金
中国国家自然科学基金;
关键词
SIMULATION; VIBRATION; FLOW; APPROXIMATION; IMPELLER; DESIGN; MODELS;
D O I
10.1155/2014/131802
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper presents the optimization of vibrations of centrifugal pump considering fluid-structure interaction (FSI). A set of centrifugal pumps with various blade shapes were studied using FSI method, in order to investigate the transient vibration performance. The Kriging model, based on the results of the FSI simulations, was established to approximate the relationship between the geometrical parameters of pump impeller and the root mean square (RMS) values of the displacement response at the pump bearing block. Hence, multi-island genetic algorithm (MIGA) has been implemented to minimize the RMS value of the impeller displacement. A prototype of centrifugal pump has been manufactured and an experimental validation of the optimization results has been carried out. The comparison among results of Kriging surrogate model, FSI simulation, and experimental test showed a good consistency of the three approaches. Finally, the transient mechanical behavior of pump impeller has been investigated using FSI method based on the optimized geometry parameters of pump impeller.
引用
收藏
页数:9
相关论文
共 23 条
[1]   A fast numerical method for flow analysis and blade design in centrifugal pump impellers [J].
Anagnostopoulos, John S. .
COMPUTERS & FLUIDS, 2009, 38 (02) :284-289
[2]  
Benra F, 2007, P 5 IASME WSEAS INT, P169
[3]   A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions [J].
Davis, Eddie ;
Ierapetritou, Marianthi .
JOURNAL OF GLOBAL OPTIMIZATION, 2009, 43 (2-3) :191-205
[4]   The comparison of incomplete sensitivities and Genetic algorithms applications in 3D radial turbomachinery blade optimization [J].
Derakhshan, Shahram ;
Mohammadi, Bijan ;
Nourbakhsh, Ahmad .
COMPUTERS & FLUIDS, 2010, 39 (10) :2022-2029
[5]   Experimental investigations on pressure fluctuations and vibration of the impeller in a centrifugal pump with vaned diffusers [J].
Guo, SJ ;
Maruta, Y .
JSME INTERNATIONAL JOURNAL SERIES B-FLUIDS AND THERMAL ENGINEERING, 2005, 48 (01) :136-143
[6]   The effect of change in flow rate on the vibration of double-suction centrifugal pumps [J].
Hodkiewicz, MR ;
Norton, MP .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2002, 216 (E1) :47-58
[7]   Global optimization of stochastic black-box systems via sequential kriging meta-models [J].
Huang, D ;
Allen, TT ;
Notz, WI ;
Zeng, N .
JOURNAL OF GLOBAL OPTIMIZATION, 2006, 34 (03) :441-466
[8]   Fluid-Structure Interaction Analysis on Turbulent Annular Seals of Centrifugal Pumps during Transient Process [J].
Jiang, Qinglei ;
Zhai, Lulu ;
Wang, Leqin ;
Wu, Dazhuan .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2011, 2011
[9]   Comparative studies of metamodelling techniques under multiple modelling criteria [J].
Jin, R ;
Chen, W ;
Simpson, TW .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2001, 23 (01) :1-13
[10]   Kriging metamodeling in simulation: A review [J].
Kleijnen, Jack P. C. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 192 (03) :707-716