Fault Diagnosis of Reciprocating Compressor Valve Based on Triplet Siamese Neural Network

Fault Diagnosis of Reciprocating Compressor Valve Based on Triplet Siamese Neural Network

A fault diagnosis method for reciprocating compressor valves suitable for variable operating conditions is presented in this paper. Firstly, a test bench is independently constructed to simulate fault scenarios under diverse operating conditions and with various faults. The two types of p-V diagrams...

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Bibliographic Details
Main Authors: Zixuan Zhang, Wenbo Wang, Wenzheng Chen, Qiang Xiao, Weiwei Xu, Qiang Li, Jie Wang, Zhaozeng Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Machines
Subjects:
fault diagnosis
p-V diagram
reciprocating compressor
triplet Siamese neural network (SNN)
valve
Online Access:https://www.mdpi.com/2075-1702/13/4/263
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