基于声学信号分析的离心泵汽蚀研究

Q1 Engineering
Edwin Espinel, G. Prada, J. P. Rojas
{"title":"基于声学信号分析的离心泵汽蚀研究","authors":"Edwin Espinel, G. Prada, J. P. Rojas","doi":"10.15866/irea.v9i5.19865","DOIUrl":null,"url":null,"abstract":"The cavitation phenomenon causes serious problems in centrifugal pumps, such as poor hydraulic performance and damage to the internal structure of the pump produced by material erosion. Additionally, cavitation induces vibrations and noises that do not occur under normal operating conditions. These changes can be used as a guide for the diagnosis of pumps. In this article, different criteria based on the acoustic signals emitted by a centrifugal pump are analyzed to identify its cavitation condition. For this, an experimental assessment, in which the pump operates in four different flow conditions, namely, 20 l/min, 40 l/min, 60 l/min, and 80 l/min, is performed. The detection of acoustic emissions has been carried out through a microphone located at a specific distance from the pump. The results have shown that the use of acoustic parameters such as Loudness, Crest factor, and Zero crossings calculated from the base sound signal, the derivative, and its log dt/dp value, allows the identification of three pump operation zones: one free of cavitation, the onset of cavitation and the fully developed cavitation condition. The study has concluded that acoustic emissions provide sufficient information to diagnose the presence of cavitation. Additionally, the methodology based on this type of signal has the advantage that it does not require high implementation costs, and it can be widely improved depending on the requirements.","PeriodicalId":53420,"journal":{"name":"International Journal on Engineering Applications","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cavitation Study in Centrifugal Pumps Through Acoustic Signal Analysis\",\"authors\":\"Edwin Espinel, G. Prada, J. P. Rojas\",\"doi\":\"10.15866/irea.v9i5.19865\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The cavitation phenomenon causes serious problems in centrifugal pumps, such as poor hydraulic performance and damage to the internal structure of the pump produced by material erosion. Additionally, cavitation induces vibrations and noises that do not occur under normal operating conditions. These changes can be used as a guide for the diagnosis of pumps. In this article, different criteria based on the acoustic signals emitted by a centrifugal pump are analyzed to identify its cavitation condition. For this, an experimental assessment, in which the pump operates in four different flow conditions, namely, 20 l/min, 40 l/min, 60 l/min, and 80 l/min, is performed. The detection of acoustic emissions has been carried out through a microphone located at a specific distance from the pump. The results have shown that the use of acoustic parameters such as Loudness, Crest factor, and Zero crossings calculated from the base sound signal, the derivative, and its log dt/dp value, allows the identification of three pump operation zones: one free of cavitation, the onset of cavitation and the fully developed cavitation condition. The study has concluded that acoustic emissions provide sufficient information to diagnose the presence of cavitation. Additionally, the methodology based on this type of signal has the advantage that it does not require high implementation costs, and it can be widely improved depending on the requirements.\",\"PeriodicalId\":53420,\"journal\":{\"name\":\"International Journal on Engineering Applications\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal on Engineering Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15866/irea.v9i5.19865\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal on Engineering Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15866/irea.v9i5.19865","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0

摘要

空化现象在离心泵中引起严重的问题,如水力性能差和物料侵蚀对泵内部结构的破坏。此外,空化会引起振动和噪音,这在正常操作条件下是不会发生的。这些变化可以作为泵诊断的指导。本文分析了基于离心泵发出的声信号的不同判据来判别离心泵的空化状况。为此,进行了一项实验评估,在四种不同的流量条件下,即20l /min、40l /min、60l /min和80l /min,进行了泵的运行。声发射的检测是通过放置在距离泵一定距离处的麦克风进行的。结果表明,利用声学参数,如响度、波峰系数和零点交叉,从基声信号、导数及其对数dt/dp值中计算出来,可以识别三个泵的操作区域:一个没有空化,一个发生空化和一个充分发展的空化条件。该研究得出结论,声发射提供了足够的信息来诊断空化的存在。此外,基于这种类型信号的方法具有不需要高实施成本的优点,并且可以根据需求进行广泛改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cavitation Study in Centrifugal Pumps Through Acoustic Signal Analysis
The cavitation phenomenon causes serious problems in centrifugal pumps, such as poor hydraulic performance and damage to the internal structure of the pump produced by material erosion. Additionally, cavitation induces vibrations and noises that do not occur under normal operating conditions. These changes can be used as a guide for the diagnosis of pumps. In this article, different criteria based on the acoustic signals emitted by a centrifugal pump are analyzed to identify its cavitation condition. For this, an experimental assessment, in which the pump operates in four different flow conditions, namely, 20 l/min, 40 l/min, 60 l/min, and 80 l/min, is performed. The detection of acoustic emissions has been carried out through a microphone located at a specific distance from the pump. The results have shown that the use of acoustic parameters such as Loudness, Crest factor, and Zero crossings calculated from the base sound signal, the derivative, and its log dt/dp value, allows the identification of three pump operation zones: one free of cavitation, the onset of cavitation and the fully developed cavitation condition. The study has concluded that acoustic emissions provide sufficient information to diagnose the presence of cavitation. Additionally, the methodology based on this type of signal has the advantage that it does not require high implementation costs, and it can be widely improved depending on the requirements.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.90
自引率
0.00%
发文量
24
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信