Identification of Single-Blade Angle Variation in Axial Flow Pumps Based on the Variational Mode Decomposition Method

IF 2.7 3区 地球科学 Q1 ENGINEERING, MARINE Journal of Marine Science and Engineering Pub Date : 2024-09-08 DOI:10.3390/jmse12091586
Hongmei Zou, Fangping Tang, Miao Yu, Jie Shen, Zezhong Zhu, Liang Dai, Haiyu Liu
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Abstract

Pressure pulsations are crucial data within the flow field of a pump, and the characteristics of these pulsations can reveal changes in the internal flow. Based on model experiments, this paper obtained pressure pulsation data under two blade conditions and compared direct time-domain observations, peak-to-peak value changes, and the VMD decomposition method. The results show that even when it is known that one blade condition has changed, it is not possible to determine this through direct observation of pressure pulsation changes. The peak-to-peak value changes indicate that under special flow conditions, they are easily affected by different operating conditions, which can interfere with the results. In contrast, the VMD method, which decomposes the signal into low-frequency components, can better display anomalies within the pressure pulsation cycle and is less susceptible to the interference of flow conditions, offering some reference significance for diagnosing the blade operating conditions of the main pump.
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基于变异模式分解法识别轴流泵中的单叶片角度变化
压力脉动是泵流场中的关键数据,这些脉动的特征可以揭示内部流动的变化。本文以模型实验为基础,获得了两种叶片条件下的压力脉动数据,并对直接时域观测、峰峰值变化和 VMD 分解法进行了比较。结果表明,即使知道一个叶片条件发生了变化,也无法通过直接观察压力脉动变化来确定。峰峰值变化表明,在特殊流动条件下,它们很容易受到不同运行条件的影响,从而干扰结果。相比之下,VMD 方法将信号分解为低频分量,能更好地显示压力脉动周期内的异常情况,不易受流量条件的干扰,对诊断主泵叶片运行状况具有一定的参考意义。
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来源期刊
Journal of Marine Science and Engineering
Journal of Marine Science and Engineering Engineering-Ocean Engineering
CiteScore
4.40
自引率
20.70%
发文量
1640
审稿时长
18.09 days
期刊介绍: Journal of Marine Science and Engineering (JMSE; ISSN 2077-1312) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to marine science and engineering. It publishes reviews, research papers and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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