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A remaining useful life prediction method based on time–frequency images of the mechanical vibration signals
期刊论文
Measurement: Journal of the International Measurement Confederation, 2022, 卷号: 202
作者:
Du, Xianjun
;
Jia, Wenchao
;
Yu, Ping
;
Shi, Yaoke
;
Cheng, Shengyi
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2022/09/22
Convolution
Forecasting
Preventive maintenance
Rotating machinery
Vibrations (mechanical)
Wavelet transforms
Attention mechanisms
Continuous Wavelet Transform
Convolutional neural network
Degradation trend
Feature map
Remaining useful life predictions
Rolling bearings
Spectral feature
Time frequency
Time–frequency spectral feature map
A Defect Detection Method Based on BC-YOLO for Transmission Line Components in UAV Remote Sensing Images
期刊论文
REMOTE SENSING, 2022, 卷号: 14
作者:
Bao, Wenxia
;
Du, Xiang
;
Wang, Nian
;
Yuan, Mu
;
Yang, Xianjun
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
vibration dampers
insulators
feature fusion
YOLOv5
defect detection
attention mechanism
Membrane fouling diagnosis of membrane components based on multi-feature information fusion
期刊论文
JOURNAL OF MEMBRANE SCIENCE, 2022, 卷号: 657
作者:
Shi, Yaoke
;
Wang, Zhiwen
;
Du, Xianjun
;
Gong, Bin
;
Lu, Yanrong
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/19
MBR
CBAM-MUL-CNN
Feature fusion
Attention mechanism
Membrane fouling diagnosis
An Improved Pity Beetle Algorithm for Solving Constrained Engineering Design Problems
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 13
作者:
Peng, Yu
;
Du, Xianjun
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/07/19
pity beetle algorithm (PBA)
pheromone dispersion model (PDM)
metaheuristic algorithm
engineering optimization problems
continuous optimization problems
Research on the membrane fouling diagnosis of MBR membrane module based on ECA-CNN
期刊论文
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2022, 卷号: 10, 期号: 3
作者:
Shi, Yaoke
;
Wang, Zhiwen
;
Du, Xianjun
;
Ling, Guobi
;
Jia, Wenchao
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/06/21
Membrane fouling
Convolutional neural network
Attention mechanism
Feature extraction
Fault diagnosis
Fault diagnosis based on SPBO-SDAE and transformer neural network for rotating machinery
期刊论文
MEASUREMENT, 2022, 卷号: 188
作者:
Du, Xianjun
;
Jia, Liangliang
;
Ul Haq, Izaz
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/03/01
Fault diagnosis
Rotating machinery
Hyper parameter optimization
Feature self-extraction
Transformer neural network
Self attention mechanism
Implementation of smart social distancing for COVID-19 based on deep learning algorithm
期刊论文
Multimedia Tools and Applications, 2022
作者:
Haq, Izaz Ul
;
Du, Xianjun
;
Jan, Haseeb
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/07/20
Deep neural networks
Audio signal
Covid-19
Deep learning
Emerging wireless technologies
Feature analysis
Pandemic
Physical interactions
Smart cameras
Social distancing
Viral disease
Recent Advances in the Prediction of Fouling in Membrane Bioreactors
期刊论文
MEMBRANES, 2021, 卷号: 11, 期号: 6
作者:
Shi, Yaoke
;
Wang, Zhiwen
;
Du, Xianjun
;
Gong, Bin
;
Jegatheesan, Veeriah
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/10/14
artificial neural network
mathematical model
membrane bioreactor
fouling prediction
An Intelligent Optimization-Based Particle Filter for Fault Diagnosis
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 87839-87848
作者:
Cao, Zheng
;
Du, Xianjun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/10/14
Mathematical model
Fault diagnosis
Wind power generation
Search problems
Doubly fed induction generators
Wind turbines
Particle filters
Fault diagnosis
detection and isolation
particle filter (PF)
beetle swarm antennae search (BSAS) algorithm
doubly fed induction generator (DFIG)
Optimal Parameter Estimation in Activated Sludge Process Based Wastewater Treatment Practice
期刊论文
WATER, 2020, 卷号: 12, 期号: 9
作者:
Du, Xianjun
;
Ma, Yue
;
Wei, Xueqin
;
Jegatheesan, Veeriah
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/03/01
activated sludge model 1 (ASM1)
intelligent algorithm
invasive weed optimization (IWO)
parameter estimation
wastewater treatment
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