RMCW: An Improved Residual Network With Multi-Channel Weighting for Machinery Fault Diagnosis

Faced with increasingly complex industrial data, standard machine learning algorithms struggle to effectively extract both linear and nonlinear features. In this study, an improved residual network (ResNet) called Residual network with Independent Multi-Channel Weighting (RMCW) to tackle the nonline...

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Bibliographic Details
Main Authors: Zheng Liu, Hu Yu, Kun Xu, Xiaodong Miao
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10304138/