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Code of paper: 'A novel bearing fault classification method based on XGBoost: the fusion of deep learning based features and empirical features'.

License: MIT License

Python 100.00%

liftingxgboost-for-bearing-faults-classification's Introduction

LiftingXGBoost-for-Bearing-Faults-Classification

Implementation of "A novel bearing fault classification method based on XGBoost: the fusion of deep learning based features and empirical features".

Final code

Upgraded to TensorFlow 2.1

The paper has been published in IEEE Transactions on Instrumentation and Measurement

DOI: 10.1109 / TIM. 2020.3042315

The processed dataset used in this paper is not available because the provider of the data for this paper does not agree to make the private dataset public.

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