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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:5/0
  |  
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
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
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  |  
浏览/下载:7/0
  |  
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:6/0
  |  
提交时间:2020/06/16
accumulator-controlled hydraulic motor
anti-interference
combined constant speed control
hydraulic energy storage
Machine health monitoring based on locally linear embedding with kernel sparse representation for neighborhood optimization
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 114, 页码: 25-34
作者:
Sun, Chuang
;
Wang, Peng
;
Yan, Ruqiang
;
Gao, Robert X.
;
Chen, Xuefeng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/11/19
Kernel sparse representation
Gearbox fault diagnosis
Manifold learning
Locally linear embedding
Adaptive neighborhood
Deep residual learning with demodulated time-frequency features for fault diagnosis of planetary gearbox under nonstationary running conditions
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 127, 页码: 190-201
作者:
Ma, Sai
;
Chu, Fulei
;
Han, Qinkai
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  |  
浏览/下载:12/0
  |  
提交时间:2019/12/11
Fault diagnosis
Deep residual learning
Generalized demodulation
Planetary gearbox
Nonstationary running conditions
Fault diagnosis of planetary gearboxes based on improved EEMD and frequency demodulation analysis
期刊论文
Smart Innovation, Systems and Technologies, 2019, 卷号: 130, 页码: 137-147
作者:
Liu, Haohua
;
Li, Fangyi
;
Yang, Feng
;
Nie, Yanyan
;
Wang, Liming
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/11
Ensemble empirical mode decomposition
Fault diagnosis
Particle swarm optimization
Planetary gearbox
Performance Analysis and Enhancement of Deep Convolutional Neural Network: Application to Gearbox Condition Monitoring
期刊论文
BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2019, 卷号: 61, 页码: 311-326
-
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  |  
浏览/下载:13/0
  |  
提交时间:2020/01/03
Machinery condition monitoring
Deep convolutional neural network
Model structure
Signal representation
Feature Extraction of Gearbox based on Order Analysis of Instantaneous Angular Speed
会议论文
作者:
Liang, Lin
;
Lei, Zhe
;
Li, Maolin
;
Kong, Xiangwei
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
order analysis
instantaneous angular speed
non-stationary working conditions
gearbox feature extraction
Feature extraction of gearbox based on order analysis of instantaneous angular speed
会议论文
作者:
Liang, Lin
;
Lei, Zhe
;
Li, Maolin
;
Kong, Xiangwei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
Feature extraction methods
Instantaneous angular speed
Mechanical transmission
Non-stationary condition
Nonstationary
Order analysis
Photoelectric encoders
Transmission channels
Instantaneous speed jitter detection via encoder signal and its application for the diagnosis of planetary gearbox
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018, 卷号: 98, 页码: 16-31
作者:
Zhao, Ming
;
Jia, Xiaodong
;
Lin, Jing
;
Lei, Yaguo
;
Lee, Jay
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
Fault diagnosis
Instantaneous angular speed
Local polynomial differentiator
Planetary gearbox
Health monitoring
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