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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
Adaptive residual CNN-based fault detection and diagnosis system of small modular reactors
期刊论文
APPLIED SOFT COMPUTING, 2022, 卷号: 114
作者:
Yao, Yuantao
;
Wang, Jianye
;
Xie, Min
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  |  
浏览/下载:51/0
  |  
提交时间:2022/02/14
Fault detection and diagnosis
Deep learning
Residual CNNs
Bayesian optimization
Small modular reactors
Visual inspection system for battery screen print using joint method with multi-level block matching and K nearest neighbor algorithm
期刊论文
Optik, 2022, 卷号: 250
作者:
Zhao, Zhuo
;
Li, Bing
;
Liu, Tongkun
;
Zhang, Shaojie
;
Lu, Jiasheng
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  |  
浏览/下载:61/0
  |  
提交时间:2021/12/07
Machine vision
Defect inspection
Template matching
Active shape model
K nearest neighbor
Multi-scale dynamic adaptive residual network for fault diagnosis
期刊论文
MEASUREMENT, 2022, 卷号: 188
作者:
Liang, Haopeng
;
Cao, Jie
;
Zhao, Xiaoqiang
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  |  
浏览/下载:24/0
  |  
提交时间:2022/03/01
Fault detection and classification
Vibration Signals
Bearing Defects
Residual network
Multi-scale dynamic adaptive residual network
Structural Damage Identification Method of Girder Bridges Based on Multilevel Data Fusion Theory
期刊论文
Advances in Materials Science and Engineering, 2022, 卷号: 2022
作者:
Xiang, Chang-Sheng
;
Liu, Hai-Long
;
Zhou, Yu
;
Liu, Chen-Yu
;
Wang, Li-Xian
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/20
Damage detection
Data fusion
Energy dissipation
Neural networks
Strain rate
Structural analysis
Damage localization
Data fusion methods
Data fusion theory
Girder bridges
Modal curvatures
Modal strain energy
Multilevel data
Second level
Structural damage identification methods
Third level
Average Descent Rate Singular Value Decomposition and Two-Dimensional Residual Neural Network for Fault Diagnosis of Rotating Machinery
期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 卷号: 71
作者:
Liang, Haopeng
;
Cao, Jie
;
Zhao, Xiaoqiang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/06/20
Deep neural networks
Failure analysis
Fault detection
Feature extraction
Gears
Rotating machinery
Average descent rate singular value decomposition
Convolutional neural network
Deep learning
Faults diagnosis
Features extraction
Gramian angular difference field
Gramians
Neural-networks
Noise measurements
Two-dimensional
Two-dimensional residual neural network
Vibration
Industrial Process Fault Detection Based on Entropy Score Contribution Analysis
期刊论文
IEEE ACCESS, 2022, 卷号: 10
作者:
Li, Fei
;
Liu, Xiaoqiang
;
Shang, Liangliang
;
Wang, Guozhu
;
Pan, Ziwei
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/12/23
Euclidean distance
entropy score contribution
fault detection
false alarm rate
fault detection rate
Quality-related fault diagnosis based on k-nearest neighbor rule for non-linear industrial processes
期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2021, 卷号: 17, 期号: 11, 页码: 14
作者:
Ren, Zelin
;
Tang, Yongqiang
;
Zhang, Wensheng
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  |  
浏览/下载:22/0
  |  
提交时间:2021/12/28
Fault detection
fault diagnosis
quality-related
non-linear industrial process
k-nearest neighbor rule
Batch process monitoring based on global enhanced multiple neighborhoods preserving embedding
期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2021, 卷号: 44, 期号: 3, 页码: 620-633
作者:
Yao, Hongjuan
;
Zhao, Xiaoqiang
;
Li, Wei
;
Hui, Yongyong
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/10/14
Batch process
fault monitoring
dynamic characteristic
neighborhood preserving embedding
support vector data description
Improved NPE batch process fault detection algorithm based on cross entropy
期刊论文
Kongzhi yu Juece/Control and Decision, 2021, 卷号: 36, 期号: 2, 页码: 411-417
作者:
Zhao, Xiao-Qiang
;
Zhang, He-Hui
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/04/12
Batch data processing
Embeddings
Entropy
Signal detection
Detection efficiency
Detection models
Detection rates
Global structure
Neighborhood preserving embedding
Objective functions
Penicillin fermentations
Simulation process
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