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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 TY(冯铁);  Sun Y(孙懿);  Zhang XJ(张雪健)
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hierarchical fault diagnosis  energy spectrum matrix  dynamic adjustment of the learning rate  convolutional neural network  rotating machinery  
QoE-Driven Edge Caching in Vehicle Networks Based on Deep Reinforcement Learning 期刊论文
IEEE Transactions on Vehicular Technology, 2021, 卷号: 70, 期号: 6, 页码: 5286-5295
Authors:  Song CH(宋纯贺);  Xu WX(徐文想);  Wu TT(武婷婷);  Yu SM(于诗矛);  Zeng P(曾鹏);  Zhang N(张宁)
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Internet of vehicles  roadside units  cache update  quality of experience  deep reinforcement learning  
A Cloud Edge Collaborative Intelligence Method of Insulator String Defect Detection for Power IIoT 期刊论文
IEEE Internet of Things Journal, 2021, 卷号: 8, 期号: 9, 页码: 7510-7520
Authors:  Song CH(宋纯贺);  Xu WX(徐文想);  Han GJ(韩光洁);  Zeng P(曾鹏);  Wang ZF(王忠锋);  Yu SM(于诗矛)
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IIoT  artificial intelligence  edge computing  insulator string  defect recognition  
Research on Multi-AGVs Path Planning and Coordination Mechanism 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 213345-213356
Authors:  Liu YY(刘意杨);  Hou Z(侯正);  Tan YY(谭园园);  Liu HQ(刘好群);  Song CH(宋纯贺)
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Ant colony algorithm  intelligent assembly  multiple automatic guided vehicles  path planning  
Analysis on the Impact of Data Augmentation on Target Recognition for UAV-Based Transmission Line Inspection 期刊论文
Complexity, 2020, 卷号: 2020, 页码: 1-11
Authors:  Song CH(宋纯贺);  Xu WX(徐文想);  Wang ZF(王忠锋);  Yu SM(于诗矛);  Zeng P(曾鹏)
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