Font Size: a A A

Research Of Oil Well Complex Situations Prediction Technology Based On Data Mining

Posted on:2012-08-14Degree:MasterType:Thesis
Country:ChinaCandidate:J H YinFull Text:PDF
GTID:2178330338993794Subject:Computer Science and Technology
Abstract/Summary:PDF Full Text Request
At present, the prediction of drilling complex situations mainly depends on the expert experience, and the exploring and developing data of oil well is mainly used in statistics and analysis and is lack of the application of predicting complex situations, which makes it lose its value. With the development of data mining, the problems that ever need domain experts and analysts to do a lot of manual analysis now can be obtained directly from data mining based on knowledge of decision and prediction. Therefore, the research of oil well complex situation prediction technology based on data mining has very important theoretical significance.Introduce the research situation of drilling complex situation forecast techniques and data mining technology, summarize and analyze the problems involved, complete the prediction scheme design of complex situations, raise and resolve the key problems that meet in the process, improve the association rules algorithm and compare and verify it with other algorithm, in the end not only predict certain complex situations (taking leakage for example), but also find the association rules among them.Introduce data mining technology to the research situation of complex situation forecast techniques, make use of the exploring and developing data of oil well around, realize the complete prediction of complex situations, analyze the results and provide certain guidance for this field results.
Keywords/Search Tags:decision tree mining, association rules mining, Apriori algorithm, complex situations
PDF Full Text Request
Related items