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Design And Implementation Of Integrated Management Platform For Oilfield Ternary Combination Flooding

Posted on:2018-02-17Degree:MasterType:Thesis
Country:ChinaCandidate:D M WangFull Text:PDF
GTID:2348330512497367Subject:Master of Engineering
Abstract/Summary:PDF Full Text Request
With the continuous development of digital oilfield,the data management part of oil production system is being increasingly complicated.The imperfection of data management and maintenance can hardly meet the requirements for working staffs and enterprise Internet platform.This paper uses injection system quality data,oilfield development dynamic data and a large number of pumping unit data accumulated in the process of daily monitoring.Aiming at the problem of such data management and maintenance with oilfield ASP flooding’s current situation,this paper investigates and implements the integrated management platform of oilfield ternary combination flooding.This paper analyzes the current research of oilfield information management platform and the application status of support vector machine(SVM)in oilfield development.On this basis,this paper puts forward the main research contents and related theories and techniques.Then according to the specific situation provided on site,this paper analyzes the overall demands,functional requirements and performance requirements.Aiming at the problem about the analysis of injection system quality,it will be analyzed by using the method of support vector machines(SVM)in this paper.Secondly,the platform is designed in detail,including platform architecture design,database design and system function module design.Thirdly,the function modules of the platform are realized.In this part,the function of each module and partial function module screenshot is given.Finally,test the function and performance of the platform.The test results show that the platform can meet the requirements of oilfield ternary combination flooding,and has good performance in stability,safety,timeliness,recovery ability and so on.According to the requirements of oilfield ternary combination flooding,the demand analysis,design and development of the platform are carried out based on oilfield data management.Good application results have been obtained.The research of this paper has certain practical value and application prospect for the integrated management of three component compound flooding.
Keywords/Search Tags:oilfield development data, oilfield information system, support vector machine, principal component analysis, early warning of oil pumping unit
PDF Full Text Request
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