ANN based interwell connectivity analysis in cyber-physical petroleum systems

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	ANN based interwell connectivity analysis in cyber-physical petroleum systems
	Cheng HB(程海波)1,2,10; Han XN(韩小宁)1,2,10; Zeng P(曾鹏)1,2; Yu HB(于海斌)1,2,10; Osipov, Evgeny 9; Vyatkin, Valeriy 8,9
	2019
会议日期	July 22-25, 2019
会议地点	Helsinki-Espoo, Finland
关键词	waterflooded reservoir, interwell connectivity artificial neural network (ANN) long short-term memory (LSTM) cyber-physical petroleum systems(CPPS)
页码	199-205
英文摘要	In cyber-physical petroleum systems (CPPS), accurate estimation of interwell connectivity is an important process to know reservoir properties comprehensively, determine water injection rate scientifically, and enhance oil recovery effectively for oil and gas (OG) field. In this study, an artificial neural network (ANN) based analysis method is proposed to estimate interwell connectivity. The generated neural network is used to define the mapping function between production wells and surrounding injection wells based on the historical water injection and liquid production data. Finally, the proposed method is applied to a synthetic reservoir model. Experimental results show that ANN based approach is an efficient method for analyzing interwell connectivity.
源文献作者	IEEE Industrial Electronics Society (IES) ; Tampere University ; The Institute of Electrical and Electronics Engineers (IEEE)
产权排序	1
会议录	Proceedings - 2019 IEEE 17th International Conference on Industrial Informatics, INDIN 2019
会议录出版者	IEEE
会议录出版地	New York
语种	英语
ISSN号	1935-4576
ISBN号	978-1-7281-2927-3
WOS记录号	WOS:000529510400028
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/26277]
专题	沈阳自动化研究所_工业控制网络与系统研究室
通讯作者	Cheng HB(程海波)
作者单位	1.Lab. of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China 3.Department of Electrical Engineering and Automation, Aalto University, Helsinki, Finland 4.Department of Computer Science, Electrical and Space Engineering, Lulea University of Technology, Lulea, Sweden 5.University of Chinese Academy of Sciences, Beijing, China 6.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China 7.Lab. of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 8.Department of Electrical Engineering and Automation, Aalto University, Helsinki, Finland 9.Department of Computer Science, Electrical and Space Engineering, Lulea University of Technology, Lulea, Sweden 10.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式 GB/T 7714	Cheng HB,Han XN,Zeng P,et al. ANN based interwell connectivity analysis in cyber-physical petroleum systems[C]. 见:. Helsinki-Espoo, Finland. July 22-25, 2019.