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The pressure characteristics analysis of oil pulsation flow based on VMD
The pressure signal of oil pulsating flow is a kind of multi-component signal; in order to realise the effective separation of the multi-component pressure signal and extract its vibration characteristics, the pressure signal was decomposed by Variational Mode Decomposition (VMD). The slope criterio...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405789/ https://www.ncbi.nlm.nih.gov/pubmed/34462498 http://dx.doi.org/10.1038/s41598-021-96860-0 |
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author | Liu, Ge Chen, Bin |
author_facet | Liu, Ge Chen, Bin |
author_sort | Liu, Ge |
collection | PubMed |
description | The pressure signal of oil pulsating flow is a kind of multi-component signal; in order to realise the effective separation of the multi-component pressure signal and extract its vibration characteristics, the pressure signal was decomposed by Variational Mode Decomposition (VMD). The slope criterion of the centre frequency is proposed to determine the number of components of VMD decomposition, and the method to judge the main components of the signal by energy value is proposed. The Hilbert envelope demodulation analysis was performed on the main components obtained. The results show that the proposed center frequency slope criterion method is effective in the VMD decomposition of the pressure signal of oil pulsating flow, which is used to decompose the pressure signal into 9 components. Four major components of the pressure signal are obtained by the correlation between each component and the pressure signal, and the energy value calculation of each component. The main component frequency of the pressure signal is one time, 6 times, 11 times and 14 times the frequency of the system spindle rotation; these are the sum of two cosine signals of close frequency and have the characteristic of beat vibration. |
format | Online Article Text |
id | pubmed-8405789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84057892021-09-01 The pressure characteristics analysis of oil pulsation flow based on VMD Liu, Ge Chen, Bin Sci Rep Article The pressure signal of oil pulsating flow is a kind of multi-component signal; in order to realise the effective separation of the multi-component pressure signal and extract its vibration characteristics, the pressure signal was decomposed by Variational Mode Decomposition (VMD). The slope criterion of the centre frequency is proposed to determine the number of components of VMD decomposition, and the method to judge the main components of the signal by energy value is proposed. The Hilbert envelope demodulation analysis was performed on the main components obtained. The results show that the proposed center frequency slope criterion method is effective in the VMD decomposition of the pressure signal of oil pulsating flow, which is used to decompose the pressure signal into 9 components. Four major components of the pressure signal are obtained by the correlation between each component and the pressure signal, and the energy value calculation of each component. The main component frequency of the pressure signal is one time, 6 times, 11 times and 14 times the frequency of the system spindle rotation; these are the sum of two cosine signals of close frequency and have the characteristic of beat vibration. Nature Publishing Group UK 2021-08-30 /pmc/articles/PMC8405789/ /pubmed/34462498 http://dx.doi.org/10.1038/s41598-021-96860-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Ge Chen, Bin The pressure characteristics analysis of oil pulsation flow based on VMD |
title | The pressure characteristics analysis of oil pulsation flow based on VMD |
title_full | The pressure characteristics analysis of oil pulsation flow based on VMD |
title_fullStr | The pressure characteristics analysis of oil pulsation flow based on VMD |
title_full_unstemmed | The pressure characteristics analysis of oil pulsation flow based on VMD |
title_short | The pressure characteristics analysis of oil pulsation flow based on VMD |
title_sort | pressure characteristics analysis of oil pulsation flow based on vmd |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405789/ https://www.ncbi.nlm.nih.gov/pubmed/34462498 http://dx.doi.org/10.1038/s41598-021-96860-0 |
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