Modeling and simulation of aero-hydraulic pump wear failure

Modeling and simulation of aero-hydraulic pump wear failure

The aircraft hydraulic system has a significant impact on the safety of modern civil aviation. The wear of the hydraulic pump is the main cause for the performance degradation of the aircraft hydraulic system. In this paper, changing of oil return flow in hydraulic system under the wear condition of...

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Bibliographic Details
Published in:2017 Prognostics and System Health Management Conference (PHM-Harbin) pp. 1 - 7
Main Authors: Guolei Xu, Cunbao Ma, Zehai Gao, Xiaoqing Hu, Yige Luo
Format: Conference Proceeding
Language:English
Published: IEEE 01-07-2017
Subjects:
co-simulation
Degradation
degradation model
Friction
hydraulic pump
Hydraulic systems
Load modeling
Mathematical model
Oils
prognostic and health management
Software packages
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Summary:The aircraft hydraulic system has a significant impact on the safety of modern civil aviation. The wear of the hydraulic pump is the main cause for the performance degradation of the aircraft hydraulic system. In this paper, changing of oil return flow in hydraulic system under the wear condition of slipper and cylinder bore is studied. Firstly, the factor and mechanism of the degradation of the hydraulic system which caused by wear are analyzed. Then the degradation model is established by the co-simulation of Simulink and AMESim. Finally, multi-step support vector machine (SVM) algorithm is adopted to predict the failure of the aero-hydraulic pump and the remaining useful life (RUL) of the system. The results show the accuracy and effectiveness of the established wear model.
ISSN:2166-5656
DOI:10.1109/PHM.2017.8079237