LAPSE:2023.25758
Published Article
LAPSE:2023.25758
Geometrical Optimization of Pump-As-Turbine (PAT) Impellers for Enhancing Energy Efficiency with 1-D Theory
Longyan Wang, Stephen Ntiri Asomani, Jianping Yuan, Desmond Appiah
March 29, 2023
This paper presents a multi-objective optimization strategy for pump-as-turbines (PAT), which relies on one-dimensional theory and analysis of geometrical parameters. In this strategy, a theoretical model, which considers all possible losses incurred (mainly by the components of pipe inlet, impeller and volute), has been put forward for performance prediction of centrifugal pumps operating as turbines (PAT). With the established mathematical relationship between the efficiency of PAT (both at pump and turbine mode) and the impeller controlling variables, the geometric optimization of the PAT impeller is performed with constant rotational speed. Specifically, the optimization data consist of 50 sets of impellers generated from Latin Hypercube Sampling method with its corresponding efficiencies calculated. Subsequently, the pareto-based genetic algorithm (PBGA) was adopted to optimize the geometic parameters of the impellers through the theoretical model. To validate the theoretical optimization results, the high-fidelity Computational Fluid Dynamics (CFD) simulation and the experimental data are employed for comparison of the PAT performance. The findings show that the efficiencies of both the pump and PAT optimized variables increased by 0.27% and 16.3% respectively under the design flow condition. Based on the one-dimensional theoretical optimization results, the geometry of the impeller is redesigned to suit both pump and PAT mode operations. It is concluded that the chosen design variables (b2, β1, β2, and z) have a significant impact on the PAT efficiency, which demonstrates that the optimization scheme proposed in this study is practicable.
Keywords
1-D theory calculation, energy performance prediction, Optimization, pump-as-turbine, theoretical model
Suggested Citation
Wang L, Asomani SN, Yuan J, Appiah D. Geometrical Optimization of Pump-As-Turbine (PAT) Impellers for Enhancing Energy Efficiency with 1-D Theory. (2023). LAPSE:2023.25758
Author Affiliations
Wang L: National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China; Institute of Fluid Engineering Equipment, JITRI, Jiangsu University, Zhenjiang 212013, China; School of Chemistry, Physics and Mechanical Engineering, Queensland University of
Asomani SN: National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China
Yuan J: National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China; Institute of Fluid Engineering Equipment, JITRI, Jiangsu University, Zhenjiang 212013, China
Appiah D: National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China [ORCID]
Journal Name
Energies
Volume
13
Issue
16
Article Number
E4120
Year
2020
Publication Date
2020-08-10
Published Version
ISSN
1996-1073
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PII: en13164120, Publication Type: Journal Article
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doi:10.3390/en13164120
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Mar 29, 2023
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