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Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者:
Jiaxin Ren
;
Jingcheng Wen
;
Zhibin Zhao
;
Ruqiang Yan
;
Xuefeng Chen
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/22
Out-of-distribution detection
traceability analysis
trustworthy fault diagnosis
uncertainty quantification
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:12/0
  |  
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
MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference
期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
作者:
Wang QZ(王其朝)
;
Wang K(王锴)
;
Li Q(李庆)
;
Yang ZY(杨祖业)
;
Jin GS(金光淑)
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/01/17
Fault diagnosis
Neural networks
Complexity theory
Computational modeling
Sensors
Optimization
Real-time systems
Neural network architecture
fault diagnosis
fast inference
unbalance sample
Measurement of moisture content in lubricating oils of high-speed rail gearbox by Vis-NIR spectroscopy
期刊论文
Optik, 2020, 卷号: 224
作者:
Liu, Chenyang
;
Tang, Xingjia
;
Yu, Tao
;
Wang, Taisheng
;
Lu, Zhenwu
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/11/03
Vis-NIR spectroscopy
Lubricating oils
Moisture content
The reflection probe
Successive projections algorithm
Partial least square regression
Back propagation neural network
Rotary Joint Design for High Payload Remote Handling System for a Tokamak Reactor
期刊论文
IEEE TRANSACTIONS ON PLASMA SCIENCE, 2020, 卷号: 48
作者:
Bai, Xiaowei
;
Zhou, Zibo
;
Wang, Yan
;
Yao, Damao
;
Choi, Chang-Hwan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2020/10/29
Gears
Payloads
Torque
Loading
Stress
Servomotors
Inductors
China fusion engineering test reactor (CFETR)
cycloid gearbox
design requirements
high payload
remote handling (RH)
rotary joint
three-stage reducers
Measurement of moisture content in lubricating oils of high-speed rail gearbox by Vis-NIR spectroscopy
期刊论文
Optik, 2020, 卷号: 224, 页码: 8
作者:
C. Y. Liu,X. J. Tang,T. Yu,T. S. Wang,Z. W. Lu and W. X. Yu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2021/07/06
Visible and Near Infrared Spectral Analysis of the Lubricating Oil Dynamic Viscosity Based on Quantum Genetic-Neural Network Algorithm
期刊论文
Spectroscopy and Spectral Analysis, 2020, 卷号: 40, 期号: 5, 页码: 1634-1639
作者:
C. Y. Liu
;
X. J. Tang
;
T. Yu
;
T. S. Wang
;
Z. W. Lu and W. X. Yu
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  |  
浏览/下载:2/0
  |  
提交时间:2021/07/06
Condition Monitoring of Lubricant Shortage for Gearboxes Based on Compressed Thermal Images
会议论文
Huddersfield, United kingdom, September 3, 2019 - September 5, 2019
作者:
Tang, Xiaoli
;
Li, Ke
;
van Vuuren, Pieter A.
;
Guo, Junfeng
;
Otuyemi, Funso
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/11/15
Convolutional neural networks
Infrared imaging
Compressive sensing
Gearbox systems
Heat distribution
Inside friction
Machine condition monitoring
Power transmission component
Storage spaces
Temperature field distribution
Combined constant speed control method for a wind generator equipped with hydraulic energy storage
期刊论文
WIND ENERGY, 2019, 卷号: 23, 期号: 3, 页码: 486-500
作者:
Han, Xiaoxia
;
Wei, Liejiang
;
Feng, Yongbao
;
Wang, Gang
;
Liu, Zengguang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/06/16
accumulator-controlled hydraulic motor
anti-interference
combined constant speed control
hydraulic energy storage
Review of the damage mechanism in wind turbine gearbox bearings under rolling contact fatigue
期刊论文
FRONTIERS OF MECHANICAL ENGINEERING, 2019, 卷号: 14, 期号: 4, 页码: 434-441
作者:
Su, Yun-Shuai
;
Yu, Shu-Rong
;
Li, Shu-Xin
;
He, Yan-Ni
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2020/06/16
rolling contact fatigue (RCF)
white etching area (WEA)
white etching crack (WEC)
adiabatic shear band (ASB)
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