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激光诱导击穿光谱在线检测系统结构设计及冶金应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  辛勇
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激光诱导击穿光谱  远程聚焦  远程收集  双脉冲  定量分析  
图像与光谱信息融合的LIBS谱线校正方法及应用研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张鹏
Adobe PDF(7207Kb)  |  Favorite  |  View/Download：153/19  |  Submit date：2019/07/14
激光诱导击穿光谱  激光诱导等离子体成像  光谱数据预处理  谱线校正  定量分析  
基于序列认知的工艺数据异常检测方法研究 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  石贺
Adobe PDF(1941Kb)  |  Favorite  |  View/Download：92/1  |  Submit date：2019/07/14
工业控制系统  异常检测系统  集成机器学习模型  自编码神经网络  长短期记忆神经网络  
DSP implementation of a neural network vector controller for IPM motor drives 期刊论文
Energies, 2019, 卷号: 12, 期号: 13, 页码: 1-17
Authors:  Sun, Yang;  Li SH(李署辉);  Ramezani, Malek;  Balasubramanian, Bharat;  Bian J(卞晶);  Gao, Yixiang
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permanent-magnet synchronous motor (PMSM)  vector control  approximate dynamic programming (ADP)  artificial neural network (ANN)  digital signal processor (DSP) implementation  real-time control  linear and over-modulation  
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
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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：114/14  |  Submit date：2019/08/29
Low-voltage electromagnetic coil  insulation degradation monitoring  ensemble learning  machine vision  membrane computing  microscopic image analysis  feature extraction  
Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment 会议论文
Artificial Intelligence and Security - 5th International Conference, ICAIS 2019, Proceedings, New York city, NY, United states, July 26-28, 2019
Authors:  Song CH(宋纯贺);  Li H(李欢);  Wang ZF(王忠锋);  Ren S(任帅);  Zeng P(曾鹏)
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NB-IoT  Coverage Substation  Experimental study  
Towards Edge Computing Based Distributed Data Analytics Framework in Smart Grids 会议论文
Artificial Intelligence and Security - 5th International Conference, ICAIS 2019, Proceedings, New York city, NY, United states, July 26-28, 2019
Authors:  Song CH(宋纯贺);  Li T(李桐);  Huang, Xu;  Wang ZF(王忠锋);  Zeng P(曾鹏)
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A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation 会议论文
Artificial Intelligence and Security - 5th International Conference, ICAIS 2019, Proceedings, New York city, NY, United states, July 26-28, 2019
Authors:  Shen, Li;  Shen, Yang;  Song CH(宋纯贺);  Li, Zhao;  Ran, Ran;  Zeng P(曾鹏)
Adobe PDF(277Kb)  |  Favorite  |  View/Download：101/26  |  Submit date：2019/08/18
Dynamic Energy Management of a Microgrid using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning 期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: 10, 期号: 4, 页码: 4435-4445
Authors:  Zeng P(曾鹏);  Li HP(李鹤鹏);  He HB(何海波);  Li SH(李署辉)
Adobe PDF(3242Kb)  |  Favorite  |  View/Download：276/62  |  Submit date：2018/08/11
Microgrid  Dynamic Energy Management System  Approximate Dynamic Programming  Recurrent Neural Network  Deep Learning