Title :
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
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;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6242979
