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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:107/18  |  Submit date:2020/05/16
Interwell connectivity  long short-term memory  global sensitivity analysis  extended Fourier amplitude sensitivity test  oil and gas field  
Automatic recognition of sucker-rod pumping system working conditions using dynamometer cards with transfer learning and svm 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 19, 页码: 1-15
Authors:  Cheng HB(程海波);  Yu HB(于海斌);  Zeng P(曾鹏);  Osipov, Evgeny;  Li SC(李世超);  Vyatkin, Valeriy
Adobe PDF(3716Kb)  |  Favorite  |  View/Download:84/2  |  Submit date:2020/10/18
working condition recognition  sucker-rod pumping system  dynamometer card  convolutional neural network  transfer learning  support vector machine  
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)  
A PSO-LSSVM Based Petroleum Production Model for Production-Injection Wells System 会议论文
2017 Chinese Automation Congress (CAC2017) & China Intelligent Manufacturing International Conference (CIMIC2017), Jinan, China, October 20-22, 2017
Authors:  Cheng HB(程海波);  Zhang LT(张立婷);  Ling X(凌霄);  Zeng P(曾鹏);  Yu HB(于海斌)
Adobe PDF(446Kb)  |  Favorite  |  View/Download:202/30  |  Submit date:2017/12/21
Petroleum Production  Water Flooding Oilfield  Production-injection  Wells System  Least Squares Support Vector Machine (Lssvm)  Particle Swarm Optimization (Pso)