Neural network based modeling for oil well pressure data compensation system

CASIA OpenIR > 09年以前成果

	Neural network based modeling for oil well pressure data compensation system
	Tang, Jian-long ; li, En; Hou, Zeng-guang; Zu, Qi ; Liang, Zi-ze; Tan, Min; Huang, DS ; Li, K ; Irwin, GW
发表期刊	COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS
	2006
卷号	4114 页码:844-854
文章类型	Article
摘要	This paper mainly focuses on the modeling of oil well pressure data compensation system(OWPCS) based on Neural Networks(NN). Firstly, the operational principle and configuration of OWPCS is described. Then the currently widely used modeling method for OWPCS is given, and its limitations and disadvantages are also illustrated. Secondly, in order to solve the OWPCS modeling problem more reasonably, a new approach based on Neural Network is proposed. Thirdly, the feasibility of using NN to solve this problem is analyzed, and a three-layer BP network is constructed to testify the new modeling method. Fourthly, considering the defect of BP learning algorithm and the special application environment of OWPCS, some improvements are given. Finally, experiment results are presented to show the reasonableness and effectiveness of the new method.
WOS标题词	Science & Technology ; Technology
收录类别	ISTP ; SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000240083300106
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9223
专题	09年以前成果
作者单位	1.Chinese Acad Sci, Lab Complex Syst & Intelligence Sci, Beijing, Peoples R China 2.N China Univ Technol, Automat Dept, Field Bus Tech & Automat Key Lab, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Tang, Jian-long,li, En,Hou, Zeng-guang,et al. Neural network based modeling for oil well pressure data compensation system[J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,2006,4114:844-854.
APA	Tang, Jian-long.,li, En.,Hou, Zeng-guang.,Zu, Qi.,Liang, Zi-ze.,...&Irwin, GW.(2006).Neural network based modeling for oil well pressure data compensation system.COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS,4114,844-854.
MLA	Tang, Jian-long,et al."Neural network based modeling for oil well pressure data compensation system".COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS 4114(2006):844-854.