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Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples

机译：在具有小型训练样本的可变工作条件下改进了深度传输自动编码器，用于减速器齿轮箱的故障诊断

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Zhiyi He; Haidong Shao; Xiaoyang Zhang; Junsheng Cheng; Yu Yang;
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1. Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples [J] . Knowledge-Based Systems . 2020,第Mara5期

机译：深度传递多小波自动编码器，目标训练样本少，可对齿轮箱进行智能故障诊断
2. Deep multi-scale convolutional transfer learning network: A novel method for intelligent fault diagnosis of rolling bearings under variable working conditions and domains [J] . Zhao Bo, Zhang Xianmin, Zhan Zhenhui, Neurocomputing . 2020,第Sepa24期

机译：深度多尺度卷积转移学习网络：可变工作条件与域下滚动轴承智能故障诊断的新方法
3. Fault Diagnosis under Variable Working Conditions Based on STFT and Transfer Deep Residual Network [J] . Yan Du, Aiming Wang, Shuai Wang, Shock and vibration . 2020,第1期

机译：基于STFT和转移深度剩余网络的可变工作条件下的故障诊断
4. A New Deep Transfer Learning Network for Fault Diagnosis of Rotating Machine Under Variable Working Conditions [C] . Weiwei Qian, Shunming Li, Jinrui Wang, Prognostics and System Health Management Conference . 2018

机译：变工况下旋转机械故障诊断的新型深度转移学习网络
5. Improved methods of vibration measurement, gear fault detection and bearing fault detection for gearbox diagnostics. [D] . Limmer, Joel David. 1997

机译：振动测量，齿轮故障检测和轴承故障检测的改进方法，用于齿轮箱诊断。
6. A Novel Fault Feature Recognition Method for Time-Varying Signals and Its Application to Planetary Gearbox Fault Diagnosis under Variable Speed Conditions [O] . Yong Lv, Bingqi Pan, Cancan Yi, 2019

机译：时变信号的故障特征识别方法及其在变速箱行星齿轮箱故障诊断中的应用
7. Deep Transfer Learning-Based Fault Diagnosis for Gearbox under Complex Working Conditions [O] . Zitong Wan, Rui Yang, Mengjie Huang 2020

机译：复杂工作条件下的齿轮箱的深度转移基于学习的故障诊断

Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples

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