Multiparameter and multiobjective optimization design of centrifugal pump based on orthogonal method

Optimization design of centrifugal pumps involving multiple parameters and objectives is a complicated research topic. The orthogonal method is introduced in the present study to find a high efficiency and low cost way in the optimization process of a centrifugal pump. A orthogonal table designation L16(45) is established, in which 16 individuals of impellers are generated with five design parameters: blade wrap angle, blade angles at impeller inlet and outlet, blade leading edge position, and blade trailing edge lean varying at four levels for each parameter. To realize the multiobjective optimization of both pump efficiency and cavitation performance, an integrated factor considering the weight of two objectives is introduced. On the basis of validated computational fluid dynamics (CFD) technique, the range analysis gives the influence order of five parameters and also determines the value of each parameter. Finally, the optimal centrifugal pump is obtained with remarkable superiority on the efficiency of 3.09% rise and cavitation performance of 1.45 m promotion in comparison with the original pump.

[1]  Ling Zhou,et al.  Orthogonal Test Design and Numerical Simulation of 100QJ10 Type Deep-Well Pump , 2011 .

[2]  John S. Anagnostopoulos CFD Analysis and Design Effects in a Radial Pump Impeller , 2006 .

[3]  Hongwu Zhu,et al.  Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN , 2011 .

[4]  Yuming Wang,et al.  Direct and inverse iterative design method for centrifugal pump impellers , 2012 .

[5]  Ruofu Xiao,et al.  Multiobjective Optimization Design of a Pump-Turbine Impeller Based on an Inverse Design Using a Combination Optimization Strategy , 2014 .

[6]  Farid Bakir,et al.  Inverse Design Method for Centrifugal Impellers and Comparison with Numerical Simulation Tools , 2004 .

[7]  Lei Tan,et al.  Influence of blade wrap angle on centrifugal pump performance by numerical and experimental study , 2014 .

[8]  Kong Fanyu,et al.  Effects of Blade Wrap Angle Influencing a Pump as Turbine , 2012 .

[9]  Jing Qiu,et al.  Optimization Design of a Double-Channel Pump by Means of Orthogonal Test, CFD, and Experimental Analysis , 2014 .

[10]  Phil J Hobbs,et al.  The Taguchi methodology as a statistical tool for biotechnological applications: A critical appraisal , 2008, Biotechnology journal.

[11]  Wang Chuan,et al.  Optimization Design of Stainless Steel Stamping Multistage Pump Based on Orthogonal Test , 2010 .

[12]  Jun Zou,et al.  A Statistical Method on Meridional Profiles of Centrifugal Pumps , 2012 .

[13]  Yuming Wang,et al.  Cavitation flow simulation for a centrifugal pump at a low flow rate , 2013 .

[14]  Lei Tan,et al.  Influence of Prewhirl Regulation by Inlet Guide Vanes on Cavitation Performance of a Centrifugal Pump , 2014 .

[15]  Stephane Pierret,et al.  Turbomachinery Blade Design Using a Navier-Stokes Solver and Artificial Neural Network , 1998 .

[16]  Motohiko Nohmi,et al.  Hydrodynamic Design System for Pumps Based on 3-D CAD, CFD, and Inverse Design Method , 2002 .

[17]  Akira Goto,et al.  On the Design Criteria for Suppression of Secondary Flows in Centrifugal and Mixed Flow Impellers , 1997 .

[18]  Antonios Tourlidakis,et al.  A PARALLEL GENETIC ALGORITHM APPLIED TO THE DESIGN OF BLADE PROFILES FOR CENTRIFUGAL PUMP IMPELLERS , 2001 .

[19]  Ashkan Ojaghi,et al.  Numerical shape optimization of a centrifugal pump impeller using artificial bee colony algorithm , 2013 .

[20]  Mehrdad Zangeneh,et al.  Parametric Design of a Waterjet Pump by Means of Inverse Design, CFD Calculations and Experimental Analyses , 2010 .

[21]  Mehrdad Zangeneh,et al.  On the Coupling of Inverse Design and Optimization Techniques for the Multiobjective, Multipoint Design of Turbomachinery Blades , 2009 .

[22]  Ahmad Nourbakhsh,et al.  The comparison of multi-objective particle swarm optimization and NSGA II algorithm: applications in centrifugal pumps , 2011 .

[23]  Ling Zhou,et al.  Performance Optimization in a Centrifugal Pump Impeller by Orthogonal Experiment and Numerical Simulation , 2013 .