Jan 6, 2020 · To solve this challenging issue, in this article a robust weight-shared capsule network (WSCN) is introduced for intelligent fault diagnosis of ...

To solve this challenging issue, a robust weight-shared capsule network (WSCN) is introduced for intelligent fault diagnosis of machinery under varying working ...

Oct 22, 2024 · To solve this challenging issue, a robust weight-shared capsule network (WSCN) is introduced for intelligent fault diagnosis of machinery under ...

Convolutional Neural Network in Intelligent Fault Diagnosis Toward Rotatory Machinery · Fault diagnosis of rotating machinery based on dual convolutional-capsule ...

The capsule network, with the weightsharing mechanism delivers robust performance in detecting and classifying the faults in the TL domain. Simultaneously, the ...

Feb 15, 2023 · This paper studies an attention-based dual-scale feature fusion capsule network for mechanical fault diagnosis.

A robust weight-shared capsule network (WSCN) is introduced for intelligent fault diagnosis of machinery under varying working conditions and obtains higher ...

Aiming at the difficulty of rolling bearing fault diagnosis in a strong noise environment, this paper proposes an enhanced integrated filter network.

Sep 5, 2022 · A novel cross-domain transfer fault diagnosis method for class imbalanced samples is proposed. Fault feature extractor based on deep residual network is ...

Aug 26, 2021 · In this case, this paper proposes a lightweight convolutional neural network (LCNN) method for intelligent fault diagnosis of rotating machinery ...