Transformer-Based Fault Detection Using Pressure Signals for Hydraulic Pumps

In this paper, modified transformer-based fault detection for a hydraulic pump is performed using the pressure signals of the hydraulic pump. The pump is considered a swash plate axial piston pump used in the excavator. Additionally, the outlet pressure data of the pump are extracted based on Amesim...

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書誌詳細

出版年:	IEEE Access
主要な著者:	A. Ran Kim, Ha Seon Kim, Sun Young Kim
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2024-01-01
主題:	Hydraulic pump pressure sensor fault detection transformer long short-term memory attention mechanism
オンライン･アクセス:	https://ieeexplore.ieee.org/document/10704636/