A DDES-Driven Framework for Hydraulic Radial-Force Reduction in Centrifugal Pumps via Sensitivity Analysis and Surrogate-Based Optimization

Hydraulic radial force from rotor–stator interaction causes pump vibration and bearing wear. To regulate this, this study proposes a low-vibration impeller design framework combining delayed detached-eddy simulation (DDES), Spearman correlation, sensitivity analysis, and multi-objective NSGA-II optimization, while explicitly treating hydraulic radial force as a primary design objective under an unchanged volute configuration, and is supported by multi-condition experiments. Four key parameters are defined: blade wrap angle (φ), governing passage diffusion; outlet blade angle (β), determining exit fluid trajectories; tangential cutting diameter (Dt), controlling shroud radius; and oblique cutting angle (ζ), adjusting near-hub boundaries. Sensitivity analysis indicates that Dt dominantly controls head and force regulation (42.3% head contribution), while β governs efficiency. Multi-objective optimization identifies an optimal low-vibration configuration (φ = 126°, β = 36°, Dt = 136 mm). Under rated conditions, this design curtails mean radial force by 26.6% (from 9.10 to 6.68 N) and blade-passing-frequency amplitude by 11.9%, while efficiency at 0.4Qd increases by 6.75 percentage points. Flow-field analysis demonstrates that force reduction stems from improved circumferential pressure uniformity, jet-wake suppression, and weakened trailing-edge vortical transport near the volute tongue. These results highlight the framework’s design innovation and practical value for low-vibration optimization of centrifugal pumps and related turbomachinery.

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Publication Details

Journal
Mathematics
Published
2026-07-16
DOI
https://doi.org/10.3390/math14142569
Primary Topic
Cavitation Phenomena in Pumps
Type
article
Field-Weighted Citation Impact
0.00

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article

A DDES-Driven Framework for Hydraulic Radial-Force Reduction in Centrifugal Pumps via Sensitivity Analysis and Surrogate-Based Optimization

Qingsong Zuo, Rui Tang, Hehui Zhang, Ting Liu et al.
Mathematics
Cavitation Phenomena in Pumps
article

A DDES-Driven Framework for Hydraulic Radial-Force Reduction in Centrifugal Pumps via Sensitivity Analysis and Surrogate-Based Optimization

Qingsong Zuo, Rui Tang, Hehui Zhang, Ting Liu, Kang Li, Liangxing Jiang, Jianxin Hu
article en

Abstract

Hydraulic radial force from rotor–stator interaction causes pump vibration and bearing wear. To regulate this, this study proposes a low-vibration impeller design framework combining delayed detached-eddy simulation (DDES), Spearman correlation, sensitivity analysis, and multi-objective NSGA-II optimization, while explicitly treating hydraulic radial force as a primary design objective under an unchanged volute configuration, and is supported by multi-condition experiments. Four key parameters are defined: blade wrap angle (φ), governing passage diffusion; outlet blade angle (β), determining exit fluid trajectories; tangential cutting diameter (Dt), controlling shroud radius; and oblique cutting angle (ζ), adjusting near-hub boundaries. Sensitivity analysis indicates that Dt dominantly controls head and force regulation (42.3% head contribution), while β governs efficiency. Multi-objective optimization identifies an optimal low-vibration configuration (φ = 126°, β = 36°, Dt = 136 mm). Under rated conditions, this design curtails mean radial force by 26.6% (from 9.10 to 6.68 N) and blade-passing-frequency amplitude by 11.9%, while efficiency at 0.4Qd increases by 6.75 percentage points. Flow-field analysis demonstrates that force reduction stems from improved circumferential pressure uniformity, jet-wake suppression, and weakened trailing-edge vortical transport near the volute tongue. These results highlight the framework’s design innovation and practical value for low-vibration optimization of centrifugal pumps and related turbomachinery.

MathematicsVol. 14(14)
Central South University (CN), Xiangtan University (CN)
Hunan Provincial Science and Technology Department
Industry, innovation and infrastructure
Openalex Percentile: Top 15%
Cavitation Phenomena in Pumps
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