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Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction

This paper presents the optimization of vibrations of centrifugal pump considering fluid-structure interaction (FSI). A set of centrifugal pumps with various blade shapes were studied using FSI method, in order to investigate the transient vibration performance. The Kriging model, based on the resul...

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Detalles Bibliográficos
Autores principales: Zhang, Yu, Hu, Sanbao, Zhang, Yunqing, Chen, Liping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4147373/
https://www.ncbi.nlm.nih.gov/pubmed/25197690
http://dx.doi.org/10.1155/2014/131802
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author Zhang, Yu
Hu, Sanbao
Zhang, Yunqing
Chen, Liping
author_facet Zhang, Yu
Hu, Sanbao
Zhang, Yunqing
Chen, Liping
author_sort Zhang, Yu
collection PubMed
description This paper presents the optimization of vibrations of centrifugal pump considering fluid-structure interaction (FSI). A set of centrifugal pumps with various blade shapes were studied using FSI method, in order to investigate the transient vibration performance. The Kriging model, based on the results of the FSI simulations, was established to approximate the relationship between the geometrical parameters of pump impeller and the root mean square (RMS) values of the displacement response at the pump bearing block. Hence, multi-island genetic algorithm (MIGA) has been implemented to minimize the RMS value of the impeller displacement. A prototype of centrifugal pump has been manufactured and an experimental validation of the optimization results has been carried out. The comparison among results of Kriging surrogate model, FSI simulation, and experimental test showed a good consistency of the three approaches. Finally, the transient mechanical behavior of pump impeller has been investigated using FSI method based on the optimized geometry parameters of pump impeller.
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spelling pubmed-41473732014-09-07 Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction Zhang, Yu Hu, Sanbao Zhang, Yunqing Chen, Liping ScientificWorldJournal Research Article This paper presents the optimization of vibrations of centrifugal pump considering fluid-structure interaction (FSI). A set of centrifugal pumps with various blade shapes were studied using FSI method, in order to investigate the transient vibration performance. The Kriging model, based on the results of the FSI simulations, was established to approximate the relationship between the geometrical parameters of pump impeller and the root mean square (RMS) values of the displacement response at the pump bearing block. Hence, multi-island genetic algorithm (MIGA) has been implemented to minimize the RMS value of the impeller displacement. A prototype of centrifugal pump has been manufactured and an experimental validation of the optimization results has been carried out. The comparison among results of Kriging surrogate model, FSI simulation, and experimental test showed a good consistency of the three approaches. Finally, the transient mechanical behavior of pump impeller has been investigated using FSI method based on the optimized geometry parameters of pump impeller. Hindawi Publishing Corporation 2014 2014-08-13 /pmc/articles/PMC4147373/ /pubmed/25197690 http://dx.doi.org/10.1155/2014/131802 Text en Copyright © 2014 Yu Zhang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhang, Yu
Hu, Sanbao
Zhang, Yunqing
Chen, Liping
Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title_full Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title_fullStr Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title_full_unstemmed Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title_short Optimization and Analysis of Centrifugal Pump considering Fluid-Structure Interaction
title_sort optimization and analysis of centrifugal pump considering fluid-structure interaction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4147373/
https://www.ncbi.nlm.nih.gov/pubmed/25197690
http://dx.doi.org/10.1155/2014/131802
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