Application of data mining to production operation and control system in oil field

Author

Wang, Tong ; Gao, Xian-wen ; Li, Kun

Author_Institution

Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China

fYear

2012

fDate

23-25 May 2012

Firstpage

642

Lastpage

647

Abstract

Introduces the basic concept of data mining technology and the commonly used methods of it, and describes the function of data mining technology and its application in general industrial production. Respectively summarize the application status of the data mining technology to production operation process in oil field, around production operation control, production operation parameter prediction, the production process fault monitoring, and production operation cost control. Explores the production application prospect of data mining technology in the oil field and finds the related operation problem of it.

Keywords

control engineering computing; costing; data mining; fault diagnosis; petroleum industry; production control; production engineering computing; data mining technology; general industrial production; oil field; process fault monitoring; production operation cost control system; production operation parameter prediction; production operation process; Algorithm design and analysis; Classification algorithms; Data mining; Data models; Prediction algorithms; Process control; Production; Automation; Data Mining; Oil Field Production;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Decision Conference (CCDC), 2012 24th Chinese

Conference_Location

Taiyuan

Print_ISBN

978-1-4577-2073-4

Type

conf

DOI

10.1109/CCDC.2012.6242979

Filename

6242979