SIA OpenIR
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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)
Adobe PDF(1658Kb)  |  Favorite  |  View/Download:136/28  |  Submit date:2019/08/18
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)
Adobe PDF(586Kb)  |  Favorite  |  View/Download:97/21  |  Submit date:2019/08/18
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  
基于RNN-LSTM的磨矿系统故障诊断技术 期刊论文
信息与控制, 2019, 卷号: 48, 期号: 2, 页码: 179-186
Authors:  曲星宇;  曾鹏;  李俊鹏
Adobe PDF(2137Kb)  |  Favorite  |  View/Download:74/6  |  Submit date:2019/06/18
故障诊断  深度学习  循环神经网络  长短期记忆故障诊断  
An Abnormal State Forecasting Method for Substation Equipment based on Improved LSTM 会议论文
iSPEC 2019 - 2019 IEEE Sustainable Power and Energy Conference: Grid Modernization for Energy Revolution, Proceedings, Beijing, China, November 21, 2019 - November 23, 2019
Authors:  Li T(李桐);  Yu SM(于诗矛);  Song CH(宋纯贺);  Yu, TW(于同伟);  Zeng P(曾鹏);  Shen L(沈力)
Adobe PDF(3232Kb)  |  Favorite  |  View/Download:45/5  |  Submit date:2020/03/01
smart substation  abnormal state forecasting  deep learning  LSTM  
Power System Anomaly Detection Based on OCSVM Optimized by Improved Particle Swarm Optimization 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 181580-181588
Authors:  Wang ZF(王忠锋);  Fu YT(付亚同);  Song CH(宋纯贺);  Zeng P(曾鹏);  Qiao L(乔林)
Adobe PDF(4082Kb)  |  Favorite  |  View/Download:95/14  |  Submit date:2020/02/17
Power system anomaly detection  one-class support vector machine  particle swarm optimization  adaptive speed weighting  adaptive population splitting  
ANN based interwell connectivity analysis in cyber-physical petroleum systems 会议论文
Proceedings - 2019 IEEE 17th International Conference on Industrial Informatics, INDIN 2019, Helsinki-Espoo, Finland, July 22-25, 2019
Authors:  Cheng HB(程海波);  Han XN(韩小宁);  Zeng P(曾鹏);  Yu HB(于海斌);  Osipov, Evgeny;  Vyatkin, Valeriy
Adobe PDF(840Kb)  |  Favorite  |  View/Download:56/5  |  Submit date:2020/02/23
waterflooded reservoir, interwell connectivity  artificial neural network (ANN)  long short-term memory (LSTM)  cyber-physical petroleum systems(CPPS)