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Research On Abnormal Warning Method Of Drilling Engineering

Posted on:2015-10-27Degree:MasterType:Thesis
Country:ChinaCandidate:Z X ZhangFull Text:PDF
GTID:2208330434957973Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Oil is also an important strategic energy resources of the country, the relationship between the national economy and national security, has an irreplaceable role in the economic development of the country. Drilling is one of the important processes of oil exploration, the anomalies can occur at any time, require experts judgment and to develop appropriate treatment options. However, due to the number of experts and energy limitations, cannot meet the needs of the drilling process deal with the accident, and the other experts may also be an error of judgment, resulting in significant losses. Warning drilling engineering expert system for the study of abnormal events in this article, conducted research on knowledge and reasoning warning mentioned in this article.Through the study of literature, thesis presented the overall program and technology roadmap. Mainly based on the analysis of drilling projects on abnormal events, find the main parameters and use the production rules to build the knowledge base. According to the characteristics of various parameters, select a different membership function of fuzzy variables obtained abnormal fuzzy variables, activate the corresponding rules in the knowledge base, using Mamdani fuzzy inference method to get graphical anomalies accident, and get the result of obtain the centroid of graphical anomalies accident。In this thesis, kick, for example, to build the knowledge base, the establishment and the entire membership function of the fuzzy reasoning process made a detailed presentation。Finally, object-oriented technology as a means to design early warning systems, and its main functions include data processing module, alarm module, knowledge learning modules and accidents interpretation module. The method used in this paper has certain theoretical guidance for the drilling engineering abnormal warning, also has certain reference function to other engineering warning.
Keywords/Search Tags:drilling engineering, expert system, production rules, object oriented, membership function
PDF Full Text Request
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