非常规资源中的预测分析.pdf

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1、分类号学号CategoryNo.TE33+1StudentNo151160638密级SecurityLevel的全日制学术型FULL-TIMESTUDY硕士学位论文POSTGRADUATETHESIS题目PREDICTIVEANALYTICSINTITLEUNCONVENTIONALRESOURCES作者姓名AMAECHIUGWUMBACHRISANGELOAUTHOR’SNAME导师姓名、职称PROFESSORMA,XIANLINSUPERVISOR‘SNAME,TITLE学科(专业)名称OILANDGASFIELDDEVEL

2、OPMENTMAJORENGINEERING提交论文日期May30,2018DATE0DECLARATIONIdeclarethatthisworksubmittedforassessmentismyownandisexpressedinmyownwords.Anyusesmadewithinitoftheworksofotherauthorsinanyform(e.g.ideas,equations,figures,text,tables,programs)areproperlyacknowledgedatthepointof

3、theiruse.Alistofthereferencesemployedisincluded.IncaseofanyinaccuraciesfoundinthisthesisIcarryallliabilities.AuthorSignature:____________Date:____________DISSERTATIONLICENSEINSTRUCTIONSIamfullyawareoftheprovisionsrelatingtotheretentionanduseofdissertationsatXi‘anShiy

4、ouUniversity,namely:thethesisworkdoneduringmystudiesbelongstotheintellectualpropertyunitofXi‘anShiyouUniversity.IagreethattheLibraryandmymajordepartmentshallmakeitfreelyavailableforresearchpurposesandacademicachievement.Permissiontocopythisthesisforscholarlypurposesm

5、aybegrantedbyXi‘anShiyouUniversity.AuthorSignature:____________Date:____________SupervisorSignature:__________Date:____________IABSTRACTSubject:PredictiveAnalyticsinUnconventionalResourcesSpecialty:OilandGasFieldDevelopmentEngineeringName:AmaechiUgwumbaChrisangelo(si

6、gnature)的Instructor:ProfessorMa,Xianlin(signature)的ABSTRACTTheoilandgasindustryisnostrangerstodata.Intheupstreamsector,theadventofdigitizationandsmartfieldscoupledwiththeboominunconventionaloilandgasproductionhaveledtoatremendousincreaseinvolumeofdatageneratedinthein

7、dustryingigabytes,terabytesandpetabyte(Bigdata).Unliketheconventionaloilandgasfielddevelopmentandproduction,unconventionaloilandgasproductiontendtodefythefundamentalphysicallawsthatgovernmultiphaseflowofoilandgasinconventionalfields.Inaddition,thecapitalintensivenatu

8、reofunconventionalfielddevelopment,themultiplestagedhydraulicfracturingandtheoveralleconomicoutputhavespurredtheinnovationstoeconom