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
Source PublicationCOMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS
2006
Volume4114Pages:844-854
SubtypeArticle
AbstractThis 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 HeadingsScience & Technology ; Technology
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000240083300106
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9223
Collection09年以前成果
Affiliation1.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
Recommended Citation
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Tang, Jian-long]'s Articles
[li, En]'s Articles
[Hou, Zeng-guang]'s Articles
Baidu academic
Similar articles in Baidu academic
[Tang, Jian-long]'s Articles
[li, En]'s Articles
[Hou, Zeng-guang]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Tang, Jian-long]'s Articles
[li, En]'s Articles
[Hou, Zeng-guang]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.