A Novel Machine Learning Technique for Fault Detection of Pressure Sensor

A Novel Machine Learning Technique for Fault Detection of Pressure Sensor

Pressure transmitters are widely used in the process industry for pressure measurement. The sensing line, a core component of the pressure sensor in the pressure transmitter, significantly impacts the accuracy of the pressure transmitter’s output. The reliability of pressure transmitters is critical...

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Bibliographic Details
Main Authors: Xiufang Zhou, Aidong Xu, Bingjun Yan, Mingxu Gang, Maowei Jiang, Ruiqi Li, Yue Sun, Zixuan Tang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Entropy
Subjects:
pressure transmitter
sensing line
fault detection
machine learning
XGBoost
Online Access:https://www.mdpi.com/1099-4300/27/2/120
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