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Particle filtering based remaining useful life prediction for electromagnetic coil insulation 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 2, 页码: 1-14
Authors:  Guo HF(郭海丰);  Xu AD(徐皑冬);  Wang K(王锴);  Sun Y(孙越);  Han XJ(韩晓佳);  Hong, Seung Ho;  Yu, Mengmeng
Adobe PDF(6810Kb)  |  Favorite  |  View/Download:48/5  |  Submit date:2021/01/30
insulation degradation  insulation failure  inter-turn short  resonant frequency  PF  prognostics  
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:78/3  |  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  
面向智能制造的工业机器人健康评估方法 期刊论文
机器人, 2020, 卷号: 42, 期号: 4, 页码: 460-468
Authors:  赵威;  王锴;  徐皑冬;  曾鹏;  杨顺昆;  孙越;  郭海丰
Adobe PDF(719Kb)  |  Favorite  |  View/Download:266/38  |  Submit date:2020/05/16
智能制造  故障预测与健康管理  工业机器人  边缘计算  深度学习  
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:91/11  |  Submit date:2020/07/18
electromagnetic coil  insulation degradation monitoring  high-frequency electrical parameter  creep deformation  accelerated testing  
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:117/14  |  Submit date:2019/08/29
Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction  
A Fault Location Algorithm Based on Convolutional Neural Network for Sensor System of Seafloor Observatory Network 会议论文
OCEANS 2019 Marseille, Marseille, France, June 17-20, 2019
Authors:  Sun K(孙凯)
Adobe PDF(842Kb)  |  Favorite  |  View/Download:68/19  |  Submit date:2019/12/23
seafloor observatory network  data transmission system  fault location  convolutional neural network  
Degradation Monitoring of Low-voltage Electromagnetic Coil Insulation Based on Microscopic Image Analysis 会议论文
2018 Prognostics and System Health Management Conference, Chongqing, China, October 26-28, 2018
Authors:  Wang K(王锴);  Guo HF(郭海丰);  Xu AD(徐皑冬);  Liu ZH(刘志华);  Li C(李晨);  Kong FJ(孔樊杰);  Qi SL(齐守良)
Adobe PDF(510Kb)  |  Favorite  |  View/Download:103/25  |  Submit date:2018/12/25
low-voltage electromagnetic coil  insulation degradation monitoring  microscopic image analysis  
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)
Adobe PDF(9436Kb)  |  Favorite  |  View/Download:141/18  |  Submit date:2018/12/01
Precursor-based Prognostics  Cyber-physical Systems  Electromagnetic Coils  Insulation Degradation Monitoring  Smart Manufacturing  
A Particle Filtering Based Approach for Transformer Winding Degradation Prognostics 会议论文
2018 Prognostics and System Health Management Conference, Chongqing, China, October 26-28, 2018
Authors:  Guo HF(郭海丰);  Xu AD(徐皑冬);  Wang K(王锴);  Zhang XF(张晓峰);  Han XJ(韩晓佳);  Liu Y(刘洋);  Lv DC(律德才)
Adobe PDF(460Kb)  |  Favorite  |  View/Download:88/23  |  Submit date:2018/12/25
degeneration  insulation failure  PF  resonant frequency  premature prognostic  
面向智能制造的电磁线圈绝缘退化监测方法 期刊论文
信息与控制, 2017, 卷号: 46, 期号: 4, 页码: 469-473, 512
Authors:  王锴;  郭海丰;  徐皑冬;  刘洋;  韩晓佳
Adobe PDF(2813Kb)  |  Favorite  |  View/Download:168/13  |  Submit date:2017/09/18
故障预测与健康管理  预测性维护  电磁线圈  退化监测  Opc-ua