A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure

To reveal the lubrication performance degradation mechanism of the slipper pair in the high-pressure piston pump during early wear failure. The three-dimensional fractal function has been used to construct the surface morphology of the slipper, and combined with the oil film thickness equation to es...

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Main Authors: Siyuan Liu, Ziang Li, Wen Sun, Chao Ai, Weizhe Zhang, Yongqiang Zhang, Zilong Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10250793/
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author Siyuan Liu
Ziang Li
Wen Sun
Chao Ai
Weizhe Zhang
Yongqiang Zhang
Zilong Chen
author_facet Siyuan Liu
Ziang Li
Wen Sun
Chao Ai
Weizhe Zhang
Yongqiang Zhang
Zilong Chen
author_sort Siyuan Liu
collection DOAJ
description To reveal the lubrication performance degradation mechanism of the slipper pair in the high-pressure piston pump during early wear failure. The three-dimensional fractal function has been used to construct the surface morphology of the slipper, and combined with the oil film thickness equation to establish a mixed lubrication model of the slipper pair considering the microscopic change of the surface during the wear process. Based on the fractal theory, a method using fractal parameters (fractal dimension <inline-formula> <tex-math notation="LaTeX">$D$ </tex-math></inline-formula> and scale coefficient <inline-formula> <tex-math notation="LaTeX">$G$ </tex-math></inline-formula>) to describe the surface morphology change during the wear process is proposed. The variation of surface morphology, oil film thickness and pressure distribution of the slipper during wear degradation process are discussed, and the effect of wear depth on the degradation laws of leakage and oil film supporting force are analyzed. Finally, the wear degradation state simulation test of the slipper pair is carried out. The information on surface morphology, oil film thickness and leakage during wear process is recorded for the verification of the theoretical model. The proposed model can lay a theoretical foundation for accurately evaluating the performance degradation of the slipper pair and improving the fault prediction and predictive maintenance level of high-pressure piston pumps.
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spelling doaj.art-b1ec0a286615429583f5d3adaa0af0e32023-09-22T23:01:14ZengIEEEIEEE Access2169-35362023-01-011110047910049410.1109/ACCESS.2023.331512410250793A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear FailureSiyuan Liu0Ziang Li1https://orcid.org/0009-0004-3704-0628Wen Sun2Chao Ai3https://orcid.org/0000-0001-6707-1565Weizhe Zhang4Yongqiang Zhang5https://orcid.org/0000-0001-7515-562XZilong Chen6Hebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaHebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Yanshan University, Qinhuangdao, ChinaTo reveal the lubrication performance degradation mechanism of the slipper pair in the high-pressure piston pump during early wear failure. The three-dimensional fractal function has been used to construct the surface morphology of the slipper, and combined with the oil film thickness equation to establish a mixed lubrication model of the slipper pair considering the microscopic change of the surface during the wear process. Based on the fractal theory, a method using fractal parameters (fractal dimension <inline-formula> <tex-math notation="LaTeX">$D$ </tex-math></inline-formula> and scale coefficient <inline-formula> <tex-math notation="LaTeX">$G$ </tex-math></inline-formula>) to describe the surface morphology change during the wear process is proposed. The variation of surface morphology, oil film thickness and pressure distribution of the slipper during wear degradation process are discussed, and the effect of wear depth on the degradation laws of leakage and oil film supporting force are analyzed. Finally, the wear degradation state simulation test of the slipper pair is carried out. The information on surface morphology, oil film thickness and leakage during wear process is recorded for the verification of the theoretical model. The proposed model can lay a theoretical foundation for accurately evaluating the performance degradation of the slipper pair and improving the fault prediction and predictive maintenance level of high-pressure piston pumps.https://ieeexplore.ieee.org/document/10250793/Early wearfailure predictionlubrication characteristicspiston pumpslipper pair
spellingShingle Siyuan Liu
Ziang Li
Wen Sun
Chao Ai
Weizhe Zhang
Yongqiang Zhang
Zilong Chen
A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
IEEE Access
Early wear
failure prediction
lubrication characteristics
piston pump
slipper pair
title A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
title_full A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
title_fullStr A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
title_full_unstemmed A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
title_short A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure
title_sort mixed lubrication model for predicting the lubrication performance degradation behavior of slipper pair in early wear failure
topic Early wear
failure prediction
lubrication characteristics
piston pump
slipper pair
url https://ieeexplore.ieee.org/document/10250793/
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