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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
Authors:  Wang QZ(王其朝);  Wang K(王锴);  Li Q(李庆);  Yang, Zuye;  Jin, Guangshu;  Wang H(王宏)
Adobe PDF(2700Kb)  |  Favorite  |  View/Download:43/1  |  Submit date: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  
Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 8220-8232
Authors:  Yu, Mengmeng;  Zhang, Xiongfeng;  Jiang, Junhui;  Lee, ChangDae;  Hong, Seung Ho;  Wang K(王锴);  Xu AD(徐皑冬)
Adobe PDF(3307Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2021/01/30
Demand response (DR)  implementation  energy management  game theory  
Remaining Useful Life Prediction of Lithium Batteries Based on Extended Kalman Particle Filter 期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2021, 卷号: 16, 期号: 2, 页码: 206-214
Authors:  Zhang, Ning;  Xu AD(徐皑冬);  Wang K(王锴);  Han XJ(韩晓佳);  Hong, Wenhuan;  Hong, Seung Ho
Adobe PDF(526Kb)  |  Favorite  |  View/Download:16/0  |  Submit date:2021/02/14
lithium‐  ion battery  remaining useful life  extended Kalman particle filter  double exponential empirical degradation model  
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:84/11  |  Submit date:2020/07/18
electromagnetic coil  insulation degradation monitoring  high-frequency electrical parameter  creep deformation  accelerated testing  
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:81/3  |  Submit date:2020/11/14
domain adaptation  fault diagnosis  convolutional neural network  multi-scale features  distribution discrepancy  
A survey for the applications of content-based microscopic image analysis in microorganism classification domains 期刊论文
Artificial Intelligence Review, 2019, 卷号: 51, 期号: 4, 页码: 577–646
Authors:  Li C(李晨);  Wang K(王锴);  Xu, Ning
Adobe PDF(5105Kb)  |  Favorite  |  View/Download:194/46  |  Submit date:2017/08/20
Microorganism Classification  Content-based Microscopic Image Analysis  Feature Extraction  Classifier Design  
Microscopic Machine Vision Based Degradation Monitoring of Low-Voltage Electromagnetic Coil Insulation Using Ensemble Learning in a Membrane Computing Framework 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 97216-97241
Authors:  Li C(李晨);  Kong FJ(孔樊杰);  Wang K(王锴);  Xu AD(徐皑冬);  Zhang, Gexiang;  Xu, Ning;  Liu ZH(刘志华);  Guo HF(郭海丰);  Wang, Xue;  Liang, Kuan;  Yuan, Jianying;  Qi, Shouliang;  Jiang T(蒋涛)
Adobe PDF(6392Kb)  |  Favorite  |  View/Download:115/14  |  Submit date:2019/08/29
Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction  
Quadratic-wavelet-transform-based fault detection approach for temperature sensor 期刊论文
IEEJ Transactions on Electrical and Electronic Engineering, 2019, 卷号: 14, 页码: 148-156
Authors:  Han XJ(韩晓佳);  Xu AD(徐皑冬);  Wang K(王锴);  Guo HF(郭海丰);  Zhang N(张凝);  Liu Y(刘洋);  Hong, Seung Ho
Adobe PDF(803Kb)  |  Favorite  |  View/Download:278/39  |  Submit date:2018/08/20
quadratic wavelet transform  temperature sensor  fault detection  noise signal  process signal  
Creating Self-aware Low-Voltage Electromagnetic Coils for Incipient Insulation Degradation Monitoring for Smart Manufacturing 期刊论文
IEEE Access, 2018, 卷号: 6, 页码: 69860-69868
Authors:  Wang K(王锴);  Guo HF(郭海丰);  Xu AD(徐皑冬);  Jameson, N. Jordan;  Pecht, Michael;  Yan BJ(闫炳均)
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Precursor-based Prognostics  Cyber-physical Systems  Electromagnetic Coils  Insulation Degradation Monitoring  Smart Manufacturing  
The heat transfer characteristics of liquid cooling heat sink with micro pin fins 期刊论文
International Communications in Heat and Mass Transfer, 2017, 卷号: 86, 页码: 174-180
Authors:  Chiu, Han-Chieh;  Hsieh, Ren-Horn;  Wang K(王锴);  Jang, Jer-Huan;  Yu, Cheng-Ru
Adobe PDF(1746Kb)  |  Favorite  |  View/Download:90/23  |  Submit date:2017/07/17
Micro Pin Fins  Porosity  Liquid Cooling  Effective Thermal Resistance  Averaged Heat Transfer Coefficient