Fault Detection of Reciprocating Compressor Valve Based on One-Dimensional Convolutional Neural Network

Reciprocating compressors are important equipment in oil and gas industries which closely relate with the healthy development of the enterprise. It is essential to detect the valve fault because valve failures account for 60% in total failures. For this field, an artificial neural network (ANN) is w...

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Bibliographic Details
Main Authors: Fu-yan Guo, Yan-chao Zhang, Yue Wang, Ping Wang, Pei-jun Ren, Rui Guo, Xin-Yi Wang
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2020/8058723