Anomaly Detection Based on Time Series Data of Hydraulic Accumulator

Anomaly Detection Based on Time Series Data of Hydraulic Accumulator

Although hydraulic accumulators play a vital role in the hydraulic system, they face the challenges of being broken by continuous abnormal pulsating pressure which occurs due to the malfunction of hydraulic systems. Hence, this study develops anomaly detection algorithms to detect abnormalities of p...

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Bibliographic Details
Main Authors: Min-Ho Park, Sabyasachi Chakraborty, Quang Dao Vuong, Dong-Hyeon Noh, Ji-Woong Lee, Jae-Ung Lee, Jae-Hyuk Choi, Won-Ju Lee
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
accumulator
pulsating pressure data
CNN
autoencoder
anomaly detection
Online Access:https://www.mdpi.com/1424-8220/22/23/9428

Internet

https://www.mdpi.com/1424-8220/22/23/9428

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