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	Intelligent Fault Identification Method Based on Convolutional Neural Network for Imbalanced Data 期刊论文 Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2022, 卷号: 42, 期号: 2, 页码: 299-307 作者: Wu, Yaochun; Zhao, Rongzhen; Jin, Wuyin; Xing, Ziyang 收藏 \| 浏览/下载：17/0 \| 提交时间：2022/06/20 Convolutional neural networks Machinery Class spaces Convolutional neural network Fault identifications Identification method Imbalanced data Intelligent fault diagnosis Min-max Min-max objective func-tion Net work Objective functions
	Method to enhance deep learning fault diagnosis by generating adversarial samples 期刊论文 Applied Soft Computing, 2022, 卷号: 116 作者: Cao, Jie; Ma, Jialin; Huang, Dailin; Yu, Ping; Wang, Jinhua 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/04/21 Accident prevention Complex networks Convolutional neural networks Fault detection Generative adversarial networks Machinery Recurrent neural networks Signal to noise ratio Adversarial-signal generative adversarial network Convolutional neural network Fault diagnosis method Faults diagnosis Industrial fields Learning models Mechanical equipment Multilayers perceptrons Original sample Three models
	A Fault Diagnosis Method of Rotating Machinery Based on LBDP 期刊论文 Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2021, 卷号: 32, 期号: 14, 页码: 1653-1658 and 1668 作者: Shi, Mingkuan; Zhao, Rongzhen 收藏 \| 浏览/下载：12/0 \| 提交时间：2022/02/17 Dimensionality reduction Frequency domain analysis Machinery Nearest neighbor search Complex characteristics Dimensionality reduction algorithms Discriminant informations Fault classification Fault diagnosis method High dimensional feature K-nearest neighbor classifiers (KNN) Time frequency domain
	A New Method of Fault Feature Extraction Based on Hierarchical Dispersion Entropy 期刊论文 Shock and Vibration, 2021, 卷号: 2021 作者: Chen, Peng; Zhao, Xiaoqiang; Jiang, Hongmei 收藏 \| 浏览/下载：25/0 \| 提交时间：2021/04/12 Dispersions Entropy Extraction Failure analysis Feature extraction Gaussian noise (electronic) Nearest neighbor search Roller bearings Signal processing White noise Fault diagnosis method Fault feature extractions Feature information Gaussian white noise K-nearest neighbor classifiers (KNN) Low frequency band Rolling bearings Vibration signal
	Bearing Intelligent Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network 期刊论文 Shock and Vibration, 2020, 卷号: 2020, 期号: 2020, 页码: 1-14 作者: Guo, Junfeng; Liu, Xingyu; Li, Shuangxue; Wang, Zhiming 收藏 \| 浏览/下载：6/0 \| 提交时间：2020/12/31 Convolution Convolutional neural networks Extraction Failure analysis Fault detection Feature extraction Wavelet transformsFault diagnosis method Fault feature extractions Feature extraction and classification Intelligent fault diagnosis Mechanical equipment Orthogonal matching pursuit Real-time fault diagnosis Time frequency transform
	Fault Diagnosis Method for Rolling Bearing under Variable Working Conditions Using Improved Residual Neural Network 期刊论文 Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2020, 卷号: 54, 期号: 9, 页码: 23-31 作者: Zhao, Xiaoqiang; Liang, Haopeng 收藏 \| 浏览/下载：17/0 \| 提交时间：2020/11/14 Convolution Failure analysis Fault detection Microphones Neural networks Time domain analysis End-to-end connections Fault diagnosis method Feature information Generalization ability Learning efficiency Neural network method Time-varying characteristics Working environment
	Fault diagnosis method for wind turbine pitch system based on modified IMM 期刊论文 Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2020, 卷号: 46, 期号: 8, 页码: 1460-1468 作者: Wang, Jinhua; Zhu, Enchang; Cao, Jie; Yu, Ping 收藏 \| 浏览/下载：2/0 \| 提交时间：2020/11/14 Failure analysis Probability Wind turbines Diagnostic accuracy Error diagnosis Fault diagnosis method Gradient informations Model probabilities Model transition Multi-fault diagnosis Particle filter
	Fault diagnosis method based on high precision CRPF under complex noise environment 期刊论文 Journal of Information Processing Systems, 2020, 卷号: 16, 期号: 3, 页码: 530-540 作者: Wang, Jinhua; Cao, Jie 收藏 \| 浏览/下载：2/0 \| 提交时间：2020/11/14 Failure analysis Adaptive ability Complex nonlinear system Cost reference particle filters (CRPF) Fault diagnosis method Sample impoverishment Simulation analysis State transitions Tracking accuracy
	Improved Alexnet Based Fault Diagnosis Method for Rolling Bearing Under Variable Conditions 期刊论文 Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2020, 卷号: 40, 期号: 3, 页码: 472-480 作者: Zhao, Xiaoqiang; Zhang, Qingqing 收藏 \| 浏览/下载：19/0 \| 提交时间：2020/11/14 Convolution Failure analysis Fault detection Iterative methods Time domain analysis Complex condition Fault diagnosis method Iterative Optimization State identification Time-domain signal Two-dimensional features Two-dimensional spectrum Variable conditions
	A New Fault Diagnosis Method for Rotating Machinery Based on SCA-FastICA 期刊论文 Mathematical Problems in Engineering, 2020, 卷号: 2020 作者: Miao, Feng; Zhao, Rongzhen 收藏 \| 浏览/下载：3/0 \| 提交时间：2020/11/14 Blind source separation Failure analysis Independent component analysis Rotating machinery Signal denoising Vibration analysis Conventional methods De-noised signals Fast independent component analysis Fault diagnosis method Machine health monitoring Noise and vibration Simulation tests Vibration sources

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