In-Wheel Motor Fault Diagnosis Method Based on Two-Stream 2DCNNs with DCBA Module

In-Wheel Motor Fault Diagnosis Method Based on Two-Stream 2DCNNs with DCBA Module

To address the challenge of fault diagnosis for in-wheel motors in four-wheel independent driving systems under variable driving conditions and harsh environments, this paper proposes a novel method based on two-stream 2DCNNs (two-dimensional convolutional neural networks) with a DCBA (depthwise con...

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Bibliographic Details
Main Authors: Junwei Zhu, Xupeng Ouyang, Zongkang Jiang, Yanlong Xu, Hongtao Xue, Huiyu Yue, Huayuan Feng
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
in-wheel motor
fault diagnosis
two-stream 2DCNNs
depthwise convolution block attention
Online Access:https://www.mdpi.com/1424-8220/25/15/4617
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