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LSTM Based EFAST Global Sensitivity Analysis for Interwell Connectivity Evaluation Using Injection and Production Fluctuation Data 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 67289-67299
Authors:  Cheng HB(程海波);  Vyatkin, Valeriy;  Osipov, Evgeny;  Zeng P(曾鹏);  Yu HB(于海斌)
Adobe PDF(2084Kb)  |  Favorite  |  View/Download:71/14  |  Submit date:2020/05/16
Interwell connectivity  long short-term memory  global sensitivity analysis  extended Fourier amplitude sensitivity test  oil and gas field  
Semantic Integration of Plug-and-Play Software Components for Industrial Edges Based on Microservices 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 125882-125892
Authors:  Dai WB(戴文斌);  Wang P(王鹏);  Sun, Weiqi;  Wu, Xian;  Zhang HL(张华良);  Vyatkin, Valeriy;  Yang, Genke
View  |  Adobe PDF(1415Kb)  |  Favorite  |  View/Download:43/7  |  Submit date:2019/10/10
Service-oriented architecture  industrial automation  IEC 61499 function blocks  plug and play  microservices  interoperability  REST API  SQWRL  OWL  
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:32/5  |  Submit date:2020/02/23
waterflooded reservoir, interwell connectivity  artificial neural network (ANN)  long short-term memory (LSTM)  cyber-physical petroleum systems(CPPS)  
A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 3, 页码: 989-1000
Authors:  Dai WB(戴文斌);  Riliskis, Laurynas;  Wang P(王鹏);  Vyatkin, Valeriy;  Guan, Xinping;  Dai WB(戴文斌);  Riliskis, Laurynas;  Wang P(王鹏);  Vyatkin, Valeriy;  Guan, Xinping
View  |  Adobe PDF(1543Kb)  |  Favorite  |  View/Download:139/38  |  Submit date:2018/04/01
Cloud-based Decision Support Systems  Distributed Automation Systems  Faster-than-real-time Simulation  Fault Tree Analysis (Fta)  Iec 61499 Function Blocks (Fbs)  Programmable Logic Controllers  Self-healing  Supervisory Control  
Modelling Industrial Cyber-Physical Systems using IEC 61499 and OPC UA 会议论文
Proceedings - IEEE 16th International Conference on Industrial Informatics, INDIN 2018, Porto, Portugal, July 18-20, 2018
Authors:  Dai WB(戴文斌);  Song, Yineng;  Zhang, Zhijie;  Wang P(王鹏);  Pang, Cheng;  Vyatkin, Valeriy
View  |  Adobe PDF(315Kb)  |  Favorite  |  View/Download:72/20  |  Submit date:2018/11/10
Industrial Cyber-physical Systems  Executable Modelling Language  Iec 61499 Function Blocks  Opc-ua  Interoperability  
Service-oriented data acquisition and management for industrial cyber-physical systems 会议论文
Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics, INDIN 2017, Emden, Germany, July 24-26, 2017
Authors:  Dai WB(戴文斌);  Zhang, Zhijie;  Wang P(王鹏);  Vyatkin, Valeriy;  Christensen, James H.
View  |  Adobe PDF(510Kb)  |  Favorite  |  View/Download:128/17  |  Submit date:2018/02/24
Industrial Cyber-physical Systems  Serviceoriented Architecture  Data Acquisition  Restful Services  Iec 61499 Function Blocks  Service Discovery  Owl-s  
Real-Time Data Acquisition Support for IEC 61499 based Industrial Cyber-Physical Systems 会议论文
Proceedings of the 43rd Annual Conference of the IEEE Industrial Electronics Society (IECON 2017), Beijing, China, October 29 - November 1, 2017
Authors:  Huang, Wanqi;  Dai WB(戴文斌);  Wang P(王鹏);  Vyatkin, Valeriy
View  |  Adobe PDF(396Kb)  |  Favorite  |  View/Download:82/13  |  Submit date:2018/06/19
Industrial Cyber-Physical Systems  IEC 61499 Function Blocks  Real-Time Data Acquisition  Management Commands  XML  Publish-Subscribe  Client-Server