Cargando…
Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter
As the power sources in hydraulic systems, variable displacement axial piston pumps generate flow fluctuation. Unfortunately, it results in pressure pulsation which excites the system vibration and emitted noise. The majority of studies try to eliminate the pulsation via a passive technique and the...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401920/ https://www.ncbi.nlm.nih.gov/pubmed/34442554 http://dx.doi.org/10.3390/mi12080932 |
_version_ | 1783745665013121024 |
---|---|
author | Huang, Xiaochen Xu, Bing Huang, Weidi Xu, Haogong Lyu, Fei Su, Qi |
author_facet | Huang, Xiaochen Xu, Bing Huang, Weidi Xu, Haogong Lyu, Fei Su, Qi |
author_sort | Huang, Xiaochen |
collection | PubMed |
description | As the power sources in hydraulic systems, variable displacement axial piston pumps generate flow fluctuation. Unfortunately, it results in pressure pulsation which excites the system vibration and emitted noise. The majority of studies try to eliminate the pulsation via a passive technique and the active control methodology has not been discussed in detail. In this research, the feasibility of reducing the pressure ripple by properly controlling the proportional valve has been investigated, which also supports the miniaturization of the active control system. A mathematical model of the self-supplied variable displacement pump including the control system has been developed. The filtered-X least mean square algorithm with time-delay compensation is utilized to calculate the active control signal. Simulation results show the effectiveness of the active control technique. The effect of the active control signal on the flow rate from different chambers of the pump has been analyzed. It demonstrates that the variation of the pressure pulsation should be ascribed to the comprehensive reaction of different flow rates. The major reason is that the flow of the actuator piston neutralizes the peak value of the flow ripple, generated by the nine pistons. |
format | Online Article Text |
id | pubmed-8401920 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84019202021-08-29 Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter Huang, Xiaochen Xu, Bing Huang, Weidi Xu, Haogong Lyu, Fei Su, Qi Micromachines (Basel) Article As the power sources in hydraulic systems, variable displacement axial piston pumps generate flow fluctuation. Unfortunately, it results in pressure pulsation which excites the system vibration and emitted noise. The majority of studies try to eliminate the pulsation via a passive technique and the active control methodology has not been discussed in detail. In this research, the feasibility of reducing the pressure ripple by properly controlling the proportional valve has been investigated, which also supports the miniaturization of the active control system. A mathematical model of the self-supplied variable displacement pump including the control system has been developed. The filtered-X least mean square algorithm with time-delay compensation is utilized to calculate the active control signal. Simulation results show the effectiveness of the active control technique. The effect of the active control signal on the flow rate from different chambers of the pump has been analyzed. It demonstrates that the variation of the pressure pulsation should be ascribed to the comprehensive reaction of different flow rates. The major reason is that the flow of the actuator piston neutralizes the peak value of the flow ripple, generated by the nine pistons. MDPI 2021-08-05 /pmc/articles/PMC8401920/ /pubmed/34442554 http://dx.doi.org/10.3390/mi12080932 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Huang, Xiaochen Xu, Bing Huang, Weidi Xu, Haogong Lyu, Fei Su, Qi Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title | Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title_full | Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title_fullStr | Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title_full_unstemmed | Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title_short | Active Pressure Ripple Reduction of a Self-Supplied Variable Displacement Pump with Notch Least Mean Square Filter |
title_sort | active pressure ripple reduction of a self-supplied variable displacement pump with notch least mean square filter |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401920/ https://www.ncbi.nlm.nih.gov/pubmed/34442554 http://dx.doi.org/10.3390/mi12080932 |
work_keys_str_mv | AT huangxiaochen activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter AT xubing activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter AT huangweidi activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter AT xuhaogong activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter AT lyufei activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter AT suqi activepressureripplereductionofaselfsuppliedvariabledisplacementpumpwithnotchleastmeansquarefilter |