Chemical Process Fault Diagnosis Based on Improved ResNet Fusing CBAM and SPP

This paper proposes a fault diagnosis method based on an improved residual network (ResNet) for complex chemical processes. The method can automatically and efficiently extract fault features from the extensive data generated by the chemical operation process. The improvement is carried out in three...

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Bibliographic Details
Main Authors: Xiaochen Yan, Yang Zhang, Qibing Jin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10121751/