Multi-objective optimization design of a centrifugal impeller by positioning splitters using GMDH, NSGA-III and entropy weight-TOPSIS

[1]  Yabin Liu,et al.  Theoretical Prediction Model of Tip Leakage Vortex in a Mixed Flow Pump With Tip Clearance , 2020, Journal of Fluids Engineering.

[2]  Jin-Hyuk Kim,et al.  Design optimization for mixed-flow pump impeller by improved suction performance and efficiency with variables of specific speeds , 2020, Journal of Mechanical Science and Technology.

[3]  Cheng Xu,et al.  Centrifugal Compressor Performance Improvements Through Impeller Splitter Location , 2018 .

[4]  Jin-Hyuk Kim,et al.  Three-objective optimization of a mixed-flow pump impeller for improved suction performance and efficiency , 2019 .

[5]  A. G. Ivakhnenko,et al.  Polynomial Theory of Complex Systems , 1971, IEEE Trans. Syst. Man Cybern..

[6]  Jun Li,et al.  Aero-mechanical multidisciplinary optimization of a high speed centrifugal impeller , 2019 .

[7]  Young Choi,et al.  High-efficiency design of a mixed-flow pump using a surrogate model , 2016 .

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

[9]  Mohammad Durali,et al.  Effect of splitter leading edge location on performance of an automotive turbocharger compressor , 2017 .

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

[11]  L. Tan,et al.  Dynamic mode decomposition and reconstruction of tip leakage vortex in a mixed flow pump as turbine at pump mode , 2020 .

[12]  Yongxue Zhang,et al.  Entropy production diagnostic analysis of energy consumption for cavitation flow in a two-stage LNG cryogenic submerged pump , 2019, International Journal of Heat and Mass Transfer.

[13]  Majeed Koranteng Osman,et al.  Multiparameter optimization for the nonlinear performance improvement of centrifugal pumps using a multilayer neural network , 2019, Journal of Mechanical Science and Technology.

[14]  M. Zangeneh,et al.  A compressible three‐dimensional design method for radial and mixed flow turbomachinery blades , 1991 .

[15]  Jinya Zhang,et al.  Optimization design of multiphase pump impeller based on combined genetic algorithm and boundary vortex flux diagnosis , 2017 .

[16]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[17]  S. E. Hosseini,et al.  CFD simulation and Pareto-based multi-objective shape optimization of the centrifugal pump inducer applying GMDH neural network, modified NSGA-II, and TOPSIS , 2019, Structural and Multidisciplinary Optimization.

[18]  Hyun-Su Kang,et al.  Optimal design of impeller for centrifugal compressor under the influence of one-way fluid-structure interaction , 2016 .

[19]  M. Fakoor,et al.  An automatic multi-objective optimization tool for the optimum design of a cracked pressure vessel with composite coating , 2019, Journal of Mechanical Science and Technology.

[20]  Lei Tan,et al.  Multiparameter and multiobjective optimization design of centrifugal pump based on orthogonal method , 2017 .

[21]  Lei Tan,et al.  Design Method of Controllable Blade Angle and Orthogonal Optimization of Pressure Rise for a Multiphase Pump , 2018 .

[22]  Joon-Yong Yoon,et al.  Improvement of Hydrodynamic Performance of a Multiphase Pump Using Design of Experiment Techniques , 2015 .

[23]  A. Madadi,et al.  Performance improvement of a transonic centrifugal compressor impeller with splitter blade by three-dimensional optimization , 2020, Energy.

[24]  Kalyanmoy Deb,et al.  An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach , 2014, IEEE Transactions on Evolutionary Computation.

[25]  S. Yuan,et al.  Numerical investigation of the effects of splitter blade deflection on the pressure pulsation in a low specific speed centrifugal pump , 2020, Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy.

[26]  X. L. Li,et al.  The stress analysis of a heavy liquid metal pump impeller , 2016 .

[27]  Lei Tan,et al.  Investigation on Flow Characteristics of Pump-Turbine Runners With Large Blade Lean , 2018 .

[28]  Dazhuan Wu,et al.  Investigation of the impact of splitter blades on a low specific speed pump for fluid-induced vibration , 2020 .

[29]  Ming Liu,et al.  Method of dynamic mode decomposition and reconstruction with application to a three-stage multiphase pump , 2020 .

[30]  Kalyanmoy Deb,et al.  An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints , 2014, IEEE Transactions on Evolutionary Computation.

[31]  Li Bai,et al.  Parametric Design of an Ultrahigh-Head Pump-Turbine Runner Based on Multiobjective Optimization , 2017 .