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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
Fabrication and Optimization of High Aspect Ratio Through-Silicon-Vias Electroplating for 3D Inductor
期刊论文
MICROMACHINES, 2018, 卷号: 9
作者:
Li, Haiwang
;
Liu, Jiasi
;
Xu, Tiantong
;
Xia, Jingchao
;
Tan, Xiao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
through-silicon-vias (TSV)
high aspect ratio
control variable method
electroplating
three-dimensional (3D) inductor
Research on Missing Code in Three Ratio Method Based on Grey Relational Analysis
其他
2017-01-01
作者:
Lin, Tong
;
Song, Bin
;
Li, En-wen
;
Wang, Li-nong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Transformer
Fault diagnosis
Three ratio method
Research on Missing Code in Three Ratio Method Based on Grey Relational Analysis
其他
2017-01-01
作者:
Lin, Tong
;
Song, Bin
;
Li, En-wen
;
Wang, Li-nong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Transformer
Fault diagnosis
Three ratio method
Multi-user interference in a non-line-of-sight ultraviolet communication network
期刊论文
2016, 卷号: 10, 页码: 1640-1645
作者:
Song, Peng
;
Ke, Xizheng
;
Song, Fei
;
Zhao, Taifei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/20
optical communication
radiofrequency interference
Monte Carlo methods
multiuser interference
non-line-of-sight ultraviolet communication network
multiple-scattering channel characteristic
UV transmit-receive link model
Monte Carlo method
NLOS UV communication system
numerical simulations
three-dimensional space
elevation angle
path loss
signal-to-interference ratio
probability of error
Three-loop autopilot design and simulation (EI CONFERENCE)
会议论文
2012 9th IEEE International Conference on Mechatronics and Automation, ICMA 2012, August 5, 2012 - August 8, 2012, Chengdu, China
Chu H.-R.
;
Zhang Y.
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  |  
浏览/下载:39/0
  |  
提交时间:2013/03/25
In order to realize missile real-time change flight trajectory
three-loop autopilot is setting up. The structure characteristics
autopilot model
and control parameters design method were researched. Firstly
this paper introduced the 11th order three-loop autopilot model. With the principle of systems reduce model order
the 5th order model was deduced. On that basis
open-loop frequency characteristic and closed-loop frequency characteristic were analyzed. The variables of velocity ratio
dynamic pressure ratio and elevator efficiency ratio were leading to correct system nonlinear. And then autopilot gains design method were induced. System flight simulations were done
and result shows that autopilot gains played a good job in the flight trajectory
autopilot satisfied the flight index. 2012 IEEE.
Design and demonstration of micro multi-step mirrors and light source in micro FTIR (EI CONFERENCE)
会议论文
6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, NEMS 2011, February 20, 2011 - February 23, 2011, Kaohsiung, Taiwan
Liang Z.
;
Fu J.
;
Feng C.
;
Liang J.
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2013/03/25
To obtain high resolution
high signal-to-noise ratio (SNR)
high reliability and real time in wide spectral range
we study the space modulation Micro Fourier Transform Spectrometer (FTS) based on multi-step mirrors covering the spectral range of 3-5m and 8-12 m in theory and experiment. The influences of spectrum reconstruction caused by the diffraction and extended light source in Fourier Transform Infrared Spectrometer (FTIR) are analyzed. A method to reduce the noises in spectrum reconstruction and the relationship between coherent intensity and solid angle of light source are discussed. An extended light source with suitable size is chosen
considering the requirement of SNR and spectrum resolving power in the optical design. Furthermore
the fabrication of micro multi-step mirrors
which is the core part of FTS
is investigated. Three methods for fabricating multi-step micro mirrors are demonstrated. 2011 IEEE.
MODIS-Derived Atmospheric Water Vapor (AWV) Content and Its Correlation to Land Use and Land Cover in Northeast China
会议论文
Conference on Remote Sensing and Modeling of Ecosystems for Sustainability VII, San Diego, CA, AUG 02-04, 2010
Song, Kaishan
;
Wu, Junjie
;
Li, Lin
;
Wang, Zongming
;
Lu, Dongmei
;
Du, Jia
;
Zhang, Bai
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2011/07/20
MODIS
Two-channel ratio method
Three-channel ratio method
Atmospheric water vapor
Design of a three field-of-view IR system (EI CONFERENCE)
会议论文
International Symposium on Photoelectronic Detection and Imaging, ISPDI 2007: Optoelectronic System Design, Manufacturing, and Testings, September 9, 2007 - September 12, 2007, Beijing, China
Chang J.
;
Weng Z.
;
Wang Y.
;
Jiang H.
;
Cong X.
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2013/03/25
The design method and result are described for an infrared zoom system with three fields of view. Its zoom ratio is 9
and the corresponding field of view is 3-27. The working waveband is from 3 m to 5m
and using the rotated elements in the system it is easy to change the field-of-view and satisfied the cooled detector requirements.
and its total length is required to be no more than 400mm. The final optical system consists of 9 elements
with two aspheric surfaces and a diffractive optical element. It achieves diffraction-limited imaging at the middle infrared waveband. From the last result we can know using the diffractive optical elements can eliminate the color aberration and helps to reduce the cost of the system
Analysis and application of shear stress in high grade asphalt pavements in China
会议论文
6th International Conference on Traffic and Transportation Studies Congress 2008: Traffic and Transportation Studies Congress 2008, ICTTS 2008, Nanning, China, August 5, 2008 - August 7, 2008
作者:
Nie, Yihua
;
Zhang, Qisen
;
Yan, Zhixin
;
Hu, Xudong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2017/01/18
Shear strength
Asphalt
Asphalt pavements
Poisson ratio
Roads and streets
Shear stress
Stress concentration
Asphalt layer
Base layers
Distribution regularities
Evaluation Method
Evaluation methods
Finite-element programs
High temperature
High-grade asphalt pavement
Influencing factor
Influencing factors
Linear elastic
Maximum shear stress
New forms
Shear displacement
Shear failure
Shear stress distribution
Three-layer
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