Prediction of Leakage from an Axial Piston Pump Slipper with Circular Dimples Using Deep Neural Networks

Prediction of Leakage from an Axial Piston Pump Slipper with Circular Dimples Using Deep Neural Networks

Abstract Oil leakage between the slipper and swash plate of an axial piston pump has a significant effect on the efficiency of the pump. Therefore, it is extremely important that any leakage can be predicted. This study investigates the leakage, oil film thickness, and pocket pressure values of a sl...

Full description

Bibliographic Details
Main Authors: Özkan Özmen, Cem Sinanoğlu, Abdullah Caliskan, Hasan Badem
Format: Article
Language:English
Published: SpringerOpen 2020-03-01
Series:Chinese Journal of Mechanical Engineering
Subjects:
Slipper
Leakage
Circular dimpled
Long short-term memory
Deep neural network
Online Access:http://link.springer.com/article/10.1186/s10033-020-00443-5

Internet

http://link.springer.com/article/10.1186/s10033-020-00443-5

Similar Items