Early Fault Diagnosis Model Design of Reciprocating Compressor Valve Based on Multiclass Support Vector Machine and Decision Tree

According to the character of frequent fault occurrence, difficult diagnosis of large reciprocating compressor valves, an early fault diagnosis model of reciprocating compressor valve based on multiclass support vector machine and decision tree is designed. A series of simulation experiments of the...

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Bibliographic Details
Published in:Scientific programming 2022-06, Vol.2022, p.1-7
Main Authors: Yu, Zhihong, Zhang, Bosi, Hu, Guangxia, Chen, Zhigang
Format: Article
Language:English
Subjects:
Accuracy
Algorithms
Classification
Decision analysis
Decision trees
Efficiency
Fault diagnosis
Feature extraction
Gearboxes
Lagrange multiplier
Multivariate analysis
Neural networks
Reciprocating compressors
Recognition
Safety valves
Suction
Support vector machines
Valves
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