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Automatic recognition of sucker-rod pumping system working conditions using dynamometer cards with transfer learning and svm 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 19, 页码: 1-15
Authors:  Cheng HB(程海波);  Yu HB(于海斌);  Zeng P(曾鹏);  Osipov, Evgeny;  Li SC(李世超);  Vyatkin, Valeriy
Adobe PDF(3716Kb)  |  Favorite  |  View/Download：92/2  |  Submit date：2020/10/18
working condition recognition  sucker-rod pumping system  dynamometer card  convolutional neural network  transfer learning  support vector machine  
Degradation monitoring of insulation systems used in low-voltage electromagnetic coils under thermal loading conditions from a creep point of view 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 13, 页码: 1-20
Authors:  Wang K(王锴);  Guo HF(郭海丰);  Xu AD(徐皑冬);  Pecht, Michael
Adobe PDF(7109Kb)  |  Favorite  |  View/Download：86/11  |  Submit date：2020/07/18
electromagnetic coil  insulation degradation monitoring  high-frequency electrical parameter  creep deformation  accelerated testing  
Transmission characteristics analysis and compensation control of double tendonsheath driven manipulator 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 5, 页码: 1-17
Authors:  Wu HT(吴浩廷);  Yin M(尹猛);  Xu ZG(徐志刚);  Zhao ZL( 赵志亮);  Han W(韩伟)
Adobe PDF(3097Kb)  |  Favorite  |  View/Download：134/22  |  Submit date：2020/03/22
tendon-sheath drive  robot  compensation control  trajectory tracking  
One-dimensional multi-scale domain adaptive network for bearing-fault diagnosis under varying working conditions 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 21, 页码: 1-17
Authors:  Wang K(王锴);  Zhao W(赵威);  Xu AD(徐皑冬);  Zeng P(曾鹏);  Yang SK(杨顺昆)
Adobe PDF(2707Kb)  |  Favorite  |  View/Download：85/3  |  Submit date：2020/11/14
domain adaptation  fault diagnosis  convolutional neural network  multi-scale features  distribution discrepancy  
Adversarial networks for scale feature-attention spectral image reconstruction from a single RGB 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 8, 页码: 1-17
Authors:  Liu PF(刘鹏飞);  Zhao HC(赵怀慈)
Adobe PDF(2066Kb)  |  Favorite  |  View/Download：71/12  |  Submit date：2020/05/16
hyperspectral imaging  generative adversarial network  attention mechanism  feature pyramid  boundary supervision  
A novel methodology for series arc fault detection by temporal domain visualization and convolutional neural network 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 1, 页码: 1-13
Authors:  Yang K(杨凯);  Chu, Ruobo;  Zhang RC(张认成);  Xiao JC(肖金超);  Tu R(涂然)
Adobe PDF(4401Kb)  |  Favorite  |  View/Download：159/16  |  Submit date：2020/01/18
series arc fault  convolutional neural network  temporal domain visualization  gray image  
Model-aided localization and navigation for underwater gliders using single-beacon travel-time differences 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 3, 页码: 1-21
Authors:  Sun J(孙洁);  Hu F(胡峰);  Jin WM(金文明);  Wang J(王瑾);  Wang X(王旭);  Luo YT(罗业腾);  Yu JC(俞建成);  Zhang AQ(张艾群)
Adobe PDF(3885Kb)  |  Favorite  |  View/Download：179/31  |  Submit date：2020/03/01
underwater gliders  modified kinematic model  travel-time difference  EKF estimation  RTS smoothing  
A novel target detection method of the unmanned surface vehicle under allweather conditions with an improved yolov3 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-14
Authors:  Li Y(李岩);  Guo JH(郭家宏);  Guo XM(郭晓敏);  Liu KZ(刘开周);  Zhao WT(赵文涛);  Luo YT(罗业腾);  Wang ZY(王振宇)
Adobe PDF(2949Kb)  |  Favorite  |  View/Download：173/22  |  Submit date：2020/09/12
unmanned surface vehicle  real-time object detection  deep learning  YOLOV3  all-weather condition  
3dmgnet: 3d model generation network based on multi-modal data constraints and multi-level feature fusion 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-16
Authors:  Wang ED(王恩德);  Xue, Lei;  Li Y(李勇);  Zhang, Zhenxin;  Hou XK(侯绪奎)
Adobe PDF(2329Kb)  |  Favorite  |  View/Download：89/4  |  Submit date：2020/09/12
deep learning  3Dmodel generation  multi-modal data constraints  feature fusion  attention mechanism  
Temperature prediction of heating furnace based on deep transfer learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 1-27
Authors:  Zhai NJ(翟乃举);  Zhou XF(周晓锋)
Adobe PDF(6636Kb)  |  Favorite  |  View/Download：177/23  |  Submit date：2020/09/12
deep learning  temporal convolution network  transfer learning  generative adversarial networks  furnace temperature prediction  multiple heating zones