Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working conditions

This Python code is an implementations of the following two publications

1. B-CNN which's a type of CNN models, the algorithm is found in this publication: B-CNN: Branch Convolutional Neural Network for Hierarchical Classification

• Authors: Xinqi Zhu, Michael Bain
• Link: https://arxiv.org/abs/1709.09890

2. Hierarchical diagnosis of bearing faults using branch convolutional neural network considering noise interference and variable working conditions

• Authors: Kaige Su, Jianhua Liu, Hui Xiong
• Link: https://www.sciencedirect.com/science/article/abs/pii/S0950705121006481

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