DocumentCode
2113885
Title
Study on inferring interwell connectivity of injection-production system based on decision tree
Author
Maojun Cao ; Fuhua Shang
Author_Institution
Sch. of Comput. & Inf. Technol., Northeast Pet. Univ., Daqing, China
fYear
2013
fDate
23-25 July 2013
Firstpage
1010
Lastpage
1014
Abstract
Interwell connectivity of injection-production system is a kind of important information of reservoir performance analysis. It is largely significant for researching the distribution of remaining-oil and adjusting the oilfield development plan. In order to change the status quo of inferring interwell connectivity in NO.1 oil production plant of Daqing Oilfield, an automatic identification method based on decision tree is proposed in this paper, which used CART algorithm to construct a decision tree, analysized the data of oilfield development to extract potential knowledge and established the direct mapping between logging data and interwell connectivity of injection wells and production wells. According to the experimental results, this method has the advantages of simple operation and fast discriminant. It improved the efficiency of discrimination and meanwhile ensured a greater accuracy.
Keywords
decision trees; hydrocarbon reservoirs; oil drilling; well logging; CART algorithm; Daqing oilfield development plan; decision tree; injection wells; injection-production system; interwell connectivity; logging data; production wells; reservoir performance analysis; Accuracy; Classification algorithms; Data mining; Decision trees; Reservoirs; Shafts; CART; Decision Tree; Injection-production System; Interwell Connectivity;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/FSKD.2013.6816343
Filename
6816343
Link To Document