Intelligent fault diagnosis method of rolling bearing based on stacked denoising autoencoder and convolutional neural network

Che Changchang; Wang Huawei; Ni Xiaomei; Fu Qiang

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Intelligent fault diagnosis method of rolling bearing based on stacked denoising autoencoder and convolutional neural network

机译：基于堆积的自动化器和卷积神经网络的滚动轴承智能故障诊断方法

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《Industrial Lubrication and Tribology》 |2020年第7期|共7页
作者
Che Changchang; Wang Huawei; Ni Xiaomei; Fu Qiang;
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作者单位

Nanjing Univ Aeronaut &

Astronaut Coll Civil Aviat Nanjing Peoples R China;

Nanjing Univ Aeronaut &

Astronaut Coll Civil Aviat Nanjing Peoples R China;

Nanjing Univ Aeronaut &

Astronaut Coll Civil Aviat Nanjing Peoples R China;

Nanjing Univ Aeronaut &

Astronaut Coll Civil Aviat Nanjing Peoples R China;

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原文格式 PDF
正文语种 eng
中图分类机械摩擦、磨损与润滑;
关键词
Fault diagnosis; Rolling bearing; Convolutional neural network (CNN); Stacked denoising autoencoder (SDAE); Vibration signal;

机译：故障诊断;滚动轴承;卷积神经网络（CNN）;堆积的去噪AutoEncoder（SDAE）;振动信号;

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专利

1. Intelligent fault diagnosis method of rolling bearing based on stacked denoising autoencoder and convolutional neural network [J] . Che Changchang, Wang Huawei, Ni Xiaomei, Industrial Lubrication and Tribology . 2020,第7期

机译：基于堆积的自动化器和卷积神经网络的滚动轴承智能故障诊断方法
2. A robust intelligent fault diagnosis method for rolling bearings based on Deep convolutional neural network and Domain Adaptation [J] . Juan Xu, Jingkun Huang, Yukun Zhao, Procedia Computer Science . 2020,第5期

机译：基于深度卷积神经网络和域改编的滚动轴承鲁棒智能故障诊断方法
3. Fault Diagnosis of Rolling Bearing Based on Multiscale Intrinsic Mode Function Permutation Entropy and a Stacked Sparse Denoising Autoencoder [J] . Juying Dai, Jian Tang, Faming Shao, Applied Sciences . 2019,第13期

机译：基于多尺度内在模式功能置换熵的滚动轴承故障诊断和堆积稀疏的自动化器
4. Research on Intelligent Fault Diagnosis Method for Rolling Bearing Based on One-Dimensional LeNet-5 Convolutional Neural Network [C] . Shenglong Xie, Yujun Lu, Wenxin Zhang, IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems . 2020

机译：基于一维LENET-5卷积神经网络的滚动轴承智能故障诊断方法研究
5. Neural network based wheel bearing fault detection and diagnosis using wavelets. [D] . Xu, Peng. 2002

机译：基于神经网络的小波轴承故障检测与诊断。
6. Fault Diagnosis of Rolling Bearings Based on a Residual Dilated Pyramid Network and Full Convolutional Denoising Autoencoder [O] . Hongmei Shi, Jingcheng Chen, Jin Si, 2020

机译：基于残余扩张金字塔网络的滚动轴承故障诊断及全卷积去噪自动化
7. Fault Diagnosis of Rolling Bearings Based on a Residual Dilated Pyramid Network and Full Convolutional Denoising Autoencoder [O] . Hongmei Shi, Jingcheng Chen, Jin Si, 2020

机译：基于残余扩张金字塔网络的滚动轴承故障诊断及全卷积去噪自动化

Intelligent fault diagnosis method of rolling bearing based on stacked denoising autoencoder and convolutional neural network

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