Mechanism of the rotor−stator interaction in a centrifugal pump with guided vanes based on dynamic mode decomposition
In this paper, the mechanism of the rotor–stator interaction in a centrifugal pump with guide vanes is studied numerically and theoretically. The dynamic mode decomposition method is employed to decouple and reconstruct the unsteady flow. A diametrical mode theory suitable for centrifugal pumps with...
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Veröffentlicht in: | Physics of fluids (1994) 2022-08, Vol.34 (8) |
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container_title | Physics of fluids (1994) |
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creator | Yu, Tao Shuai, Zhijun Wang, Xi Jian, Jie He, Jiaxuan Meng, Changlin Dong, Lieyi Liu, Shuai Li, Wanyou Jiang, Chenxing |
description | In this paper, the mechanism of the rotor–stator interaction in a centrifugal pump with guide vanes is studied numerically and theoretically. The dynamic mode decomposition method is employed to decouple and reconstruct the unsteady flow. A diametrical mode theory suitable for centrifugal pumps with guided vanes is proposed to determine the source of harmonics with higher amplitudes quickly. The results show that the dominant frequencies of the pressure pulsation in the volute and guide vanes are the blade passing frequency and its harmonic frequencies, and the corresponding flow structure is stable and has higher modal energy. The rotor–stator interaction effect around the impeller outlet is most pronounced. The potential flow effect works on the impeller and guide vanes but decays rapidly. The pressure pulsation caused by the wake effect propagates downstream and persists for long distances, which is the main reason for forming the modal pressure field in the volute. The modal reconstruction can reproduce the dynamic evolution process of the pressure field at the characteristic frequencies. The propagation characteristics of the modal pressure field in the volute can be accurately predicted by theoretical analysis. This research can provide an essential reference for fault diagnosis and vibration control of the centrifugal pump. |
doi_str_mv | 10.1063/5.0098193 |
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The dynamic mode decomposition method is employed to decouple and reconstruct the unsteady flow. A diametrical mode theory suitable for centrifugal pumps with guided vanes is proposed to determine the source of harmonics with higher amplitudes quickly. The results show that the dominant frequencies of the pressure pulsation in the volute and guide vanes are the blade passing frequency and its harmonic frequencies, and the corresponding flow structure is stable and has higher modal energy. The rotor–stator interaction effect around the impeller outlet is most pronounced. The potential flow effect works on the impeller and guide vanes but decays rapidly. The pressure pulsation caused by the wake effect propagates downstream and persists for long distances, which is the main reason for forming the modal pressure field in the volute. The modal reconstruction can reproduce the dynamic evolution process of the pressure field at the characteristic frequencies. The propagation characteristics of the modal pressure field in the volute can be accurately predicted by theoretical analysis. This research can provide an essential reference for fault diagnosis and vibration control of the centrifugal pump.</description><identifier>ISSN: 1070-6631</identifier><identifier>EISSN: 1089-7666</identifier><identifier>DOI: 10.1063/5.0098193</identifier><identifier>CODEN: PHFLE6</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Centrifugal pumps ; Decomposition ; Downstream effects ; Fault diagnosis ; Fluid dynamics ; Guide vanes ; Harmonics ; Impellers ; Physics ; Potential flow ; Pulsation ; Rotors ; Stators ; Unsteady flow ; Vibration control ; Volutes</subject><ispartof>Physics of fluids (1994), 2022-08, Vol.34 (8)</ispartof><rights>Author(s)</rights><rights>2022 Author(s). Published under an exclusive license by AIP Publishing.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c292t-ccf941294bde2984d45633e83a6948e9e91053615742b0476c30eb4039b55bf03</citedby><cites>FETCH-LOGICAL-c292t-ccf941294bde2984d45633e83a6948e9e91053615742b0476c30eb4039b55bf03</cites><orcidid>0000-0003-3663-3515</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,790,4498,27901,27902</link.rule.ids></links><search><creatorcontrib>Yu, Tao</creatorcontrib><creatorcontrib>Shuai, Zhijun</creatorcontrib><creatorcontrib>Wang, Xi</creatorcontrib><creatorcontrib>Jian, Jie</creatorcontrib><creatorcontrib>He, Jiaxuan</creatorcontrib><creatorcontrib>Meng, Changlin</creatorcontrib><creatorcontrib>Dong, Lieyi</creatorcontrib><creatorcontrib>Liu, Shuai</creatorcontrib><creatorcontrib>Li, Wanyou</creatorcontrib><creatorcontrib>Jiang, Chenxing</creatorcontrib><title>Mechanism of the rotor−stator interaction in a centrifugal pump with guided vanes based on dynamic mode decomposition</title><title>Physics of fluids (1994)</title><description>In this paper, the mechanism of the rotor–stator interaction in a centrifugal pump with guide vanes is studied numerically and theoretically. The dynamic mode decomposition method is employed to decouple and reconstruct the unsteady flow. A diametrical mode theory suitable for centrifugal pumps with guided vanes is proposed to determine the source of harmonics with higher amplitudes quickly. The results show that the dominant frequencies of the pressure pulsation in the volute and guide vanes are the blade passing frequency and its harmonic frequencies, and the corresponding flow structure is stable and has higher modal energy. The rotor–stator interaction effect around the impeller outlet is most pronounced. The potential flow effect works on the impeller and guide vanes but decays rapidly. The pressure pulsation caused by the wake effect propagates downstream and persists for long distances, which is the main reason for forming the modal pressure field in the volute. The modal reconstruction can reproduce the dynamic evolution process of the pressure field at the characteristic frequencies. The propagation characteristics of the modal pressure field in the volute can be accurately predicted by theoretical analysis. This research can provide an essential reference for fault diagnosis and vibration control of the centrifugal pump.</description><subject>Centrifugal pumps</subject><subject>Decomposition</subject><subject>Downstream effects</subject><subject>Fault diagnosis</subject><subject>Fluid dynamics</subject><subject>Guide vanes</subject><subject>Harmonics</subject><subject>Impellers</subject><subject>Physics</subject><subject>Potential flow</subject><subject>Pulsation</subject><subject>Rotors</subject><subject>Stators</subject><subject>Unsteady flow</subject><subject>Vibration control</subject><subject>Volutes</subject><issn>1070-6631</issn><issn>1089-7666</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kMtOwzAQRS0EEqWw4A8ssQIpxY4fiZeo4iWB2MA6cpxJ66qJg-1Q9Q9Y84l8Ca7aNas5izN3NBehS0pmlEh2K2aEqJIqdoQmlJQqK6SUxzsuSCYlo6foLIQVIYSpXE7Q5hXMUvc2dNi1OC4Bexed__3-CVEnwLaP4LWJ1vWJscYG-uhtOy70Gg9jN-CNjUu8GG0DDf7SPQRc65A4LTTbXnfW4M41gBswrhtcsLusc3TS6nWAi8Ocoo-H-_f5U_by9vg8v3vJTK7ymBnTKk5zxesGclXyhgvJGJRMS8VLUKAoEUxSUfC8JryQhhGoeXquFqJuCZuiq33u4N3nCCFWKzf6Pp2scqkKWgqR82Rd7y3jXQge2mrwttN-W1FS7XqtRHXoNbk3ezcYmypKv_wj_wH5EXke</recordid><startdate>202208</startdate><enddate>202208</enddate><creator>Yu, Tao</creator><creator>Shuai, Zhijun</creator><creator>Wang, Xi</creator><creator>Jian, Jie</creator><creator>He, Jiaxuan</creator><creator>Meng, Changlin</creator><creator>Dong, Lieyi</creator><creator>Liu, Shuai</creator><creator>Li, Wanyou</creator><creator>Jiang, Chenxing</creator><general>American Institute of Physics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0003-3663-3515</orcidid></search><sort><creationdate>202208</creationdate><title>Mechanism of the rotor−stator interaction in a centrifugal pump with guided vanes based on dynamic mode decomposition</title><author>Yu, Tao ; Shuai, Zhijun ; Wang, Xi ; Jian, Jie ; He, Jiaxuan ; Meng, Changlin ; Dong, Lieyi ; Liu, Shuai ; Li, Wanyou ; Jiang, Chenxing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c292t-ccf941294bde2984d45633e83a6948e9e91053615742b0476c30eb4039b55bf03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Centrifugal pumps</topic><topic>Decomposition</topic><topic>Downstream effects</topic><topic>Fault diagnosis</topic><topic>Fluid dynamics</topic><topic>Guide vanes</topic><topic>Harmonics</topic><topic>Impellers</topic><topic>Physics</topic><topic>Potential flow</topic><topic>Pulsation</topic><topic>Rotors</topic><topic>Stators</topic><topic>Unsteady flow</topic><topic>Vibration control</topic><topic>Volutes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Tao</creatorcontrib><creatorcontrib>Shuai, Zhijun</creatorcontrib><creatorcontrib>Wang, Xi</creatorcontrib><creatorcontrib>Jian, Jie</creatorcontrib><creatorcontrib>He, Jiaxuan</creatorcontrib><creatorcontrib>Meng, Changlin</creatorcontrib><creatorcontrib>Dong, Lieyi</creatorcontrib><creatorcontrib>Liu, Shuai</creatorcontrib><creatorcontrib>Li, Wanyou</creatorcontrib><creatorcontrib>Jiang, Chenxing</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Physics of fluids (1994)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yu, Tao</au><au>Shuai, Zhijun</au><au>Wang, Xi</au><au>Jian, Jie</au><au>He, Jiaxuan</au><au>Meng, Changlin</au><au>Dong, Lieyi</au><au>Liu, Shuai</au><au>Li, Wanyou</au><au>Jiang, Chenxing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mechanism of the rotor−stator interaction in a centrifugal pump with guided vanes based on dynamic mode decomposition</atitle><jtitle>Physics of fluids (1994)</jtitle><date>2022-08</date><risdate>2022</risdate><volume>34</volume><issue>8</issue><issn>1070-6631</issn><eissn>1089-7666</eissn><coden>PHFLE6</coden><abstract>In this paper, the mechanism of the rotor–stator interaction in a centrifugal pump with guide vanes is studied numerically and theoretically. The dynamic mode decomposition method is employed to decouple and reconstruct the unsteady flow. A diametrical mode theory suitable for centrifugal pumps with guided vanes is proposed to determine the source of harmonics with higher amplitudes quickly. The results show that the dominant frequencies of the pressure pulsation in the volute and guide vanes are the blade passing frequency and its harmonic frequencies, and the corresponding flow structure is stable and has higher modal energy. The rotor–stator interaction effect around the impeller outlet is most pronounced. The potential flow effect works on the impeller and guide vanes but decays rapidly. The pressure pulsation caused by the wake effect propagates downstream and persists for long distances, which is the main reason for forming the modal pressure field in the volute. The modal reconstruction can reproduce the dynamic evolution process of the pressure field at the characteristic frequencies. The propagation characteristics of the modal pressure field in the volute can be accurately predicted by theoretical analysis. This research can provide an essential reference for fault diagnosis and vibration control of the centrifugal pump.</abstract><cop>Melville</cop><pub>American Institute of Physics</pub><doi>10.1063/5.0098193</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0003-3663-3515</orcidid></addata></record> |
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source | AIP Journals Complete; Alma/SFX Local Collection |
subjects | Centrifugal pumps Decomposition Downstream effects Fault diagnosis Fluid dynamics Guide vanes Harmonics Impellers Physics Potential flow Pulsation Rotors Stators Unsteady flow Vibration control Volutes |
title | Mechanism of the rotor−stator interaction in a centrifugal pump with guided vanes based on dynamic mode decomposition |
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