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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)
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Fault diagnosis  Neural networks  Complexity theory  Computational modeling  Sensors  Optimization  Real-time systems  Neural network architecture  fault diagnosis  fast inference  unbalance sample  
基于表面肌电的意图识别方法在非理想条件下的研究进展 期刊论文
自动化学报, 2021, 页码: 1-19
Authors:  李自由;  赵新刚;  张弼;  丁其川;  张道辉;  韩建达
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肌电信号  研究进展  非理想条件  模式识别  
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)
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Demand response (DR)  implementation  energy management  game theory  
On-line self-calibration method for unattended manipulators based on Gaussian motion model and visual system 期刊论文
INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2021, 页码: 1-13
Authors:  Qi RL(祁若龙);  Tang YG(唐元贵);  Zhang K(张珂)
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LQG  Monte-Carlo  Self-calibration  Unattended manipulator  
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
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insulation degradation  insulation failure  inter-turn short  resonant frequency  PF  prognostics  
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
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lithium‐  ion battery  remaining useful life  extended Kalman particle filter  double exponential empirical degradation model  
Research on Rotating Machinery Fault Diagnosis Method Based on Energy Spectrum Matrix and Adaptive Convolutional Neural Network 期刊论文
PROCESSES, 2021, 卷号: 9, 期号: 1, 页码: 1-25
Authors:  Liu YY(刘意杨);  Yang YS(杨友胜);  Feng, Tieying;  Sun Y(孙懿);  Zhang, Xuejian
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hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
基于声发射传感器的工业机器人RV减速器故障诊断问题研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  安海博
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工业机器人  RV减速器  故障诊断  声发射  健康状态评估  
具有柔性关节的冗余机器人柔顺控制研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  侯澈
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协作型机器人  柔顺控制  冗余机械臂  机器人动力学  人机协作  
倾转旋翼无人机非线性建模与模式过渡控制方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  刘重
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倾转旋翼无人机  动力学建模  增益调度控制  线性变参控制  飞行模式过渡