journal article·2026-06-01Open access

Investigating the temporal-spatial evolution mechanism of axial forces in centrifugal pump impellers under varying operating conditions using dynamic mode decomposition

Jiaming Xu, Wei Dong, Haoqing Jiang, Xin Cao

AIP Advances· Volume 16· Issue 6

Abstract

The centrifugal pump is an important component of pumped storage power stations, but the axial force on the impeller significantly affects their stability. Hence, this study focuses on the IS80-65-160 centrifugal pump model and employs Dynamic Mode Decomposition (DMD) to analyze the flow field decomposition of the impeller’s axial forces at three operating points: 1.0nr–1.0Qr, 1.0nr–0.4Qr, and 0.4nr–0.4Qr. The results indicate that DMD can decouple the axial forces on the impeller and extract the temporal mono-frequency coherent structure features and their changes corresponding to the main modes of axial forces, with a nearly zero decay rate and stable periodic vibrations. The first four modes of axial force account for 99.7% of the total modal energy, with the average flow field (mode 0) containing the most flow energy and having the greatest impact on the flow field, The impeller vibrations caused by axial forces mainly occur at the impeller outlet. Modes 1 to 4 of the flow field exhibit similar periodic anti-symmetric coherent structures. At the design speed, the flow field structure is dominated by shaft frequency, but this influence significantly decreases when the speed deviates from the design speed. The findings of this study can help enhance centrifugal pump stability.
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Research context

OpenAlex topics: Cavitation Phenomena in Pumps · Machine Fault Diagnosis Techniques · Turbomachinery Performance and Optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

College of Water Resources and Architectural Engineering, Northwest A&F University 1 , Yangling, Shaanxi 712100,

Key Laboratory of Agricultural Soil and Water Engineering in Arid and Semiarid Areas, Ministry of Education, Northwest A&F University 2 , Yangling, Shaanxi 712100,

No. 12 Research Institute of CSSC 3 , Xingping,

Funding

National Natural Science Foundation of China · China Postdoctoral Science Foundation · Shaanxi Province Postdoctoral Science Foundation · Xianyang Major Special Science and Technology Innovation Project

References (26)

Show source-provided references
1. Investigation on stall characteristics of marine centrifugal pump considering transition effect10.1016/j.oceaneng.2023.114823 ↗
2. Adjustment method and energy consumption of centrifugal pump based on intelligent optimization algorithm10.1016/j.egyr.2022.09.031 ↗
3. Effect of induced wheel and impeller inlet diameter on the hydrodynamic performance of high-speed centrifugal pumps10.47176/jafm.17.11.2497 ↗
4. Internal flow characteristics of centrifugal pumps under different startup combination schemes10.3390/w16081087 ↗
5. Theoretical model on transient performance of a centrifugal pump under start-up conditions in pumped-storage system10.1016/j.energy.2024.131452 ↗
6. Solid-liquid multiphase flow and erosion characteristics of a centrifugal pump in the energy storage pump station10.1016/j.est.2022.105916 ↗
7. Effect of impeller and diffuser matching optimization on broadening operating range of storage pump10.1016/j.est.2023.108737 ↗
8. Resonance risk assessment method on a storage pump’s centrifugal impeller by considering the hydrodynamic damping ratio10.1080/19942060.2022.2143902 ↗
9. Study of the performance and internal flow in centrifugal pump with grooved volute casing10.1142/s0217984920502681 ↗
10. Investigation of the axial force on a varying-speed centrifugal pump impeller10.1177/09576509211053968 ↗
11. Analysis of the axial force distribution characteristics of multistage pumps and its correlation with hydraulic property10.1177/16878132221130565 ↗
12. Stability of the axial-auto-balanced impeller of centrifugal pump10.1007/s42241-022-0060-1 ↗
13. 2021
14. Recursive dynamic mode decomposition of transient and post-transient wake flows10.1017/jfm.2016.678 ↗
15. Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis10.1017/jfm.2018.283 ↗
16. Dynamic mode decomposition of gas-liquid flow in a rotodynamic multiphase pump10.1016/j.renene.2019.03.015 ↗
17. On the space-time decomposition and reconstruction of the pump-jet propulsor flow field10.1016/j.oceaneng.2023.115521 ↗
18. Study on flow characteristics in volute of centrifugal pump based on dynamic mode decomposition10.1155/2019/2567659 ↗
19. Dynamic mode decomposition and reconstruction of tip leakage vortex in a mixed flow pump as turbine at pump mode10.1016/j.renene.2020.03.142 ↗
20. Energy loss of radial inflow turbine for organic rankine cycle using mixture based on entropy production method10.1016/j.energy.2022.123312 ↗
21. Numerical and experimental investigation of tip leakage vortex trajectory and dynamics in an axial flow pump10.1016/j.compfluid.2015.01.010 ↗
22. Space-time frequency spectra analyses of the unsteady cavitating vortical flows inside a mixed-flow pump10.1016/j.oceaneng.2021.109758 ↗
23. 3D numerical modeling of zeotropic mixtures and pure working fluids in an ORC turbo-expander10.3390/ijtpp2010002 ↗
24. Effects of flow rate and rotational speed on pressure fluctuations in a double-suction centrifugal pump10.1016/j.energy.2018.12.112 ↗
25. Coherent structures decomposition of the flow field in Francis turbine runner under different working conditions10.1016/j.renene.2022.01.042 ↗
26. Dynamic mode decomposition and reconstruction of the transient propeller wake under a light loading condition10.1016/j.oceaneng.2022.113532 ↗