天津大学管理与经济学部导师介绍：窦润亮

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2021-01-07

　　窦润亮

　　天津大学管理与经济学部副教授管理科学与工程博士

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　　电子邮箱：drl@tju.edu.cn

　　研究方向：大数据分析与智能决策，机器学习与数据挖掘，产品与服务创新，客户需求分析

　　窦润亮，天津大学管理与经济学部信息管理与管理科学系副教授，于2000年获天津大学工学和法学双学士学位，2004年和2007年分别获天津大学管理科学与工程专业管理学硕士、博士学位。主要研究方向：大数据分析与智能决策，机器学习与数据挖掘，产品与服务创新，客户需求分析。

　　曾在KnowledgeBasedSystems、AppliedSoftComputing、Computers&IndustrialEngineering、JournalofIntelligentManufacturing、SystemsJournal、IEEE及《管理科学学报》等国内外学术期刊上发表学术论文数十篇；先后主持或参与多项国家自然科学基金项目，教育部博士点基金等省部级项目以及企业合作课题；曾获天津市科技进步二等奖1项、软件著作权2项。

　　现任中国机械工程学会工业工程分会常务副秘书长、全球华人工业工程与物流管理院系主任联席会秘书长、AsiaPacificIndustrialEngineering&ManagementSociety（APIEMS）BoardMember（2018－）。多次组织国际学术交流活动并在数个国际学术会议中担任InternationalProgramCommitteeMember或SessionChair，与台湾清华大学、香港科技大学、南洋理工大学、名古屋大学、悉尼科技大学、南加州大学、路易斯安那州立大学等相关领域教授有密切学术合作与交流。

　　在Computers&IndustrialEngineering、InternationalJournalofIndustrialEngineering等多个国际期刊里担任副主编或领域编辑，并在AppliedSoftComputing、Computers&IndustrialEngineering、JournalofIntelligentManufacturing、InternationalJournalofIndustrialEngineeringTAP等数个国际知名期刊以GuestEditor推出专刊。

　　1.期刊论文

　　[1]RunliangDou,RuiHuang,GuofangNan,JingLiu.Lessdiversitybuthighersatisfaction:Anintelligentproductconfigurationmethodfortype-decreasedmasscustomization[J],Computers&IndustrialEngineering,2020,https://doi.org/10.1016/j.cie.2020.106336

　　[2]XinWei,GuofangNan,RunliangDou,MinqiangLi.Optimalbusinessmodelforthemonopolisticride-hailingplatform:Pooling,premier,orhybrid?[J]Knowledge-BasedSystems,2020,https://doi.org/10.1016/j.knosys.2020.106093

　　[3]RunliangDou,WeiLi&GuofangNan.Anintegratedapproachfordynamiccustomerrequirementidentificationforproductdevelopment[J],EnterpriseInformationSystems,EnterpriseInformationSystems2019,13(4):448-466

　　[4]RunliangDou,YuboZhang,GuofangNan.ApplicationofcombinedKanomodelandinteractivegeneticalgorithmforproductcustomization[J].JournalofIntelligentManufacturing,2019,30:2587–2602

　　[5]HuiZhao,EdwardHuang,RunliangDou,KanWu.Amulti-objectiveproductionplanningproblemwiththeconsiderationoftimeandcostinclinicaltrials[J],ExpertSystemswithApplications,2019,124(15):25-38

　　[6]GuofangNan,QiwangLi,RunliangDou,JingLiu.Localpositiveandnegativecorrelation-basedk-labelsetsformulti-labelclassification[J],Neurocomputing,2018,13:90-101

　　[7]RunliangDou,ZhenHe,Chia-YuHsu.Foreword:SmartManufacturing,InnovativeProductandServiceDesigntoEmpowerIndustry4.0[J],Computers&IndustrialEngineering,2018,124:1-604

　　[8]RunliangDou,DandanLin,GuofangNan,SiyuanLei.Amethodforproductpersonalizeddesignbasedonprospecttheoryimprovedwithintervalreference[J],Computers&IndustrialEngineering,2018,125:708-719

　　[9]JingLiu,YachengAn,RunliangDou,HaipengJi,YankaiLiu.Helicalfaultdiagnosismodelbasedondata-drivenincrementalmergence[J].Computers&IndustrialEngineering.2018,125:517-532

　　[10]Chen-FuChien,T.WarrenLiao,RunliangDou.Softcomputingforsmartproductiontoempowerindustry4.0[J],AppliedSoftComputing,2018,68:833-834

　　[11]RunliangDou,Chen-FuChien,ImedKacem,Chia-YuHsu.IndustryApplicationsofComputationalIntelligence[J],InternationalJournalofComputationalIntelligenceSystems,2018,11(1):803

　　[12]JinLiu,YachengAn,RunliangDou,HaipengJi.Dynamicdeeplearningalgorithmbasedonincrementalcompensationforfaultdiagnosismodel[J].InternationalJournalofComputationalIntelligenceSystems.2018,11(1):846.

　　[13]JunweiWang,RunliangDou,R.R.Muddada,WenjunZhang.ManagementofaHolisticSupplyChainNetworkforProactiveResilience:TheoryandCaseStudy[J].Computers&IndustrialEngineering,2018,125:668-677

　　[14]GuofangNan,ShunyaoWang,ZhiyongLi,RunliangDou.ANovelPricingStrategyforMobileBroadbandCarriersUsingTwo-StageStackelbergModel[J].Knowledge-BasedSystems,2018,142:45-57

　　[15]GuofangNan,JiaorongYang,RunliangDou.DOONLYREVIEWCHARACTERISTICSAFFECTCONSUMERS’ONLINEBEHAVIORS?ASTUDYOFRELATIONSHIPBETWEENREVIEWS[J].JournalofElectronicCommerceResearch,2017,18(4):330-345

　　[16]FuzanChen,HarrisWu,RunliangDou,MingqiangLi.Ahigh-dimensionalclassificationapproachbasedonclass-dependentfeaturesubspace[J].IndustrialManagement&DataSystems2017,117(10):2325-2339

　　[17]RunliangDou,YuboZhang,GuofangNan.IterativeProductDesignthroughGroupOpinionEvolution[J],InternationalJournalofProductionResearch,2017,55(13):3886-3905

　　[18]Chen-FuChien,RunliangDou,WenhanFu.StrategicCapacityPlanningforSmartProduction:DecisionModelingunderDemandUncertainty[J].AppliedSoftComputing,2017,68:900-909

　　[19]GuofangNan,FeihongShi,RunliangDou,MinqiangLi.DuopolyPricingofSoftwareProductsunderFreeStrategy:Limited-featurevs.Seeding[J],Computers&IndustrialEngineering,2016,100:13-23

　　[20]RunliangDou,ChaoZong,MinqiangLi.Aninteractivegeneticalgorithmwiththeintervalarithmeticbasedonhesitationanditsapplicationtoachievecustomercollaborativeproductconfigurationdesign[J].AppliedSoftComputing,2016,38:384-394.

　　[21]Chen-FuChien,Chia-YuHsu,JamesR.Morrison,RunliangDou,SemiconductormanufacturingintelligenceandautomationForeword,Computers&IndustrialEngineering，2016，99:315－317

　　[22]RunliangDou,YuboZhang,GuofangNan.Customer-orientedproductcollaborativecustomizationbasedondesigniterationfortabletpersonalcomputerconfiguration[J],Computers&IndustrialEngineering,2016,99:474–486

　　[23]RunliangDou,ChaoZong,GuofangNan.Multi-StageInteractiveGeneticAlgorithmforCollaborativeProductCustomization[J].KnowledgeBasedSystems,2016,92:43-54

　　[24]窦润亮，郭均鹏，田祥龙，宗超.面向客户个性化需求的交互式遗传算法，管理科学学报,2016，19（1）：24－34

　　[25]FuzanChen,RunliangDou,MinqiangLi,HarrisWu.AflexibleQoS-awareWebservicecompositionmethodbymulti-objectiveoptimizationincloudmanufacturing[J].Computers&IndustrialEngineering2016,99:423–431

　　[26]NanFeng,XueYu,RunliangDou,BingningPan.Managingriskforbusinessprocesses:Afuzzybasedmulti-agentsystem[J].JournalofIntelligentandFuzzySystems,2015,29(6):2717-2726.

　　[27]GuofangNan,ChaoZang,RunliangDou.PricingandResourceAllocationforMultimediaSocialNetworkinCloudEnvironments[J].KnowledgeBasedSystem,2015,88(C):1-11

　　[28]RunliangDou,GuofangNan.OptimizingSensorNetworkCoverageandRegionalConnectivityinIndustrialIoTSystems[J].SystemsJournal,IEEE2015,PP(99):1-10.

　　[29]RunliangDou,ChaoZong.ApplicationofInteractiveAlgorithmBasedonHesitancyDegree[J].InternationalJournalofComputationalIntelligenceSystems,2014,7(2):74-84.

　　[30]RunliangDou,ChaoZong,MinqiangLi.ApplicationofanInteractiveGeneticAlgorithmintheConceptualDesignofCarConsole[J],WSEASTransactionsonSystems,2014,13(59):596-605.

　　[31]QianLi,RunliangDou,FuzanChen,GuofangNan.AQoS-orientedWebservicecompositionapproachbasedonmulti-populationgeneticalgorithmforInternetofthings[J].InternationalJournalofComputationalIntelligenceSystems,2014,7(2):26-34.

　　[32]RunliangDou,ChaoZong.AnEmpiricalStudyofProductConfigurationDesignBasedGSA[C].CIE2015－45thInternationalConferenceonComputers&IndustrialEngineering,Metz,France,October28-30,2015

　　[33]RunliangDou,LiTing.Schemeselectionofproductenergy-savingdesignbasedondataenvelopmentanalysis[J].AppliedMechanicsandMaterials.2011,(44-47):2080-2084.

　　[34]RunliangDou.Optimumdesignof3-RRRplanarparallelManipulators[J].ProceedingsoftheInstitutionofMechanicalEngineers,PartC:JournalofMechanicalEngineeringScience,2010,224(2):411-418.

　　[35]RunliangDou,YangGuang.ATwo-phaseoptimizationstudyonstrategicalliancepartnersselectionofcollaborativeproductdesign[C].2010IEEE17thInternationalConferenceonIndustrialEngineeringandEngineeringManagement,IE&EM2010,2010.480-483.

　　[36]ZhuangshengZhu,RunliangDou.Optimumdesignof2-DOFparallelmanipulatorswithactuationredundancy[J].Mechatronics,2009,19(5):761-766.

　　[37]RunliangDou,HuiZheng.ModelofdesignforenergysavingofproductsbasedontheintegrationofTRIZ/AD/QFD[C],IEEE16thInternationalConferenceonIndustrialEngineeringandEngineeringManagement,2009.171-175.

　　[38]YingLin,LiangGe,RunliangDou.Adaptiveerror-checksolution[J].JournalofComputerApplications,2009,29(1):5-8.

　　[39]YingLin,XiaohuiJiang,RunliangDou.Researchonbaggrainquantityrecognitionbasedonimagerecognition[J].ApplicationResearchofComputers,2009,26(4)1572-1574+1590.

　　[40]RunliangDou,HuiZheng.InitialStudyofProductsDesignofVirtualEnterprisebasedonMassCustomization[J].ChineseAgriculturalMechanization,2008,(6):47-49.

　　[41]RunliangDou,XuanWei,HuiZheng.ThearchitecturedesignofJ2EE-baseddistributedcooperativeCADplatform[C].2008IEEESymposiumonAdvancedManagementofInformationforGlobalizedEnterprises,AMIGE’08,Sept.2008.274-278.

　　[42]RunliangDou.ResearchontheintegrationofKBEandCAEforproductsflexiblemodulardesign[J].ManufacturingAutomation,2007,29(1):54-57.

　　[43]RunliangDou,GuofangNan.ConstructionofMulti-levelClockTreeBasedonSimulatedAnnealing[J].ComputerEngineering,2007,33(20):1-3-7.

　　[44]RunliangDou,HuiZheng.AModelofProductDesignandDevelopmentunderMCandtheRelevantAnalysisMethodology[J].ChineseAgriculturalMechanization,2006,(2):48-49.

　　2.书籍编写

　　[1]Editor,Proceedingsofthe25thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2019),2019,Springer,ISBN(on-line):978-981-15-4530-6.

　　[2]Editor,2019IEEEInternationalConferenceonSmartManufacturing,Industrial&LogisticsEngineering(SMILE)978-1-5386-7998-2.

　　[3]Editor,2018IEEEInternationalConferenceonSmartManufacturing,Industrial&LogisticsEngineering(SMILE)ISBN(on-line):978-1-5386-3183-6.

　　[4]Editor,Proceedingsof24thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2018),2018,Springer,ISBN(on-line):978-981-13-3402-3.

　　[5]Editor,Proceedingsofthe23rdInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2016),2016,AtlantisPress,ISBN(on-line):978-94-6239-255-7.

　　[6]Editor,Proceedingsofthe22ndInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2015),2015,AtlantisPress,ISBN(on-line):978-94-6239-177-2.

　　[7]Editor,Proceedingsofthe21stInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2014),2014,AtlantisPress,ISBN(on-line):978-94-6239-102-4.

　　[8]Editor,Proceedingsof20145thInternationalAsiaConferenceonIndustrialEngineeringandManagementInnovation(IEMI2014),2014,AtlantisPress,ISBN(on-line):978-94-6252-015-8.

　　[9]Editor,theproceedingof2014IEEEInternationalConferenceonIndustrialEngineeringandInformationTechnology(IEIT2014),2014,IEEE,PrintISBN:978-1-4799-1628-3.

　　[10]Editor,Proceedingsof20134thInternationalAsiaConferenceonIndustrialEngineeringandManagementInnovation(IEMI2013),2013,Springer,ISBN:978-3-642-40059-9(Print)978-3-642-40060-5(Online).

　　[11]Editor,Proceedingsof20thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2013),2013,Springer,ISBN:978-3-642-40071-1(Print)978-3-642-40072-8(Online);ISBN:978-3-642-40062-9(Print)978-3-642-40063-6(Online).

　　[12]Editor,the19thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2012),2012,Springer,ISBN:978-3-642-37269-8(Print)978-3-642-37270-4(Online);ISBN:978-3-642-38432-5(Print)978-3-642-38433-2(Online);ISBN:978-3-642-38390-8(Print)978-3-642-38391-5(Online).

　　[13]Editor,the19thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2012),2012,Springer,ISBN:978-3-642-38426-4(Print)978-3-642-38427-1(Online);ISBN:978-3-642-38441-7(Print)978-3-642-38442-4(Online).

　　[14]Editor,Proceedingsof20123rdInternationalAsiaConferenceonIndustrialEngineeringandManagementInnovation(IEMI2012),2012,Springer,ISBN:978-3-642-33011-7(Print)978-3-642-33012-4(Online).

　　[15]Editor,InternationalAsiaConferenceonIndustrialEngineeringandManagementInnovation(IEMI2012)Proceedings,2012,Springer,ISBN:978-3-642-38444-8(Print)978-3-642-38445-5(Online).

　　[16]Editor,Proceedingsof2011IEEE18thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2011),2011,IEEE,PrintISBN:978-1-61284-446-6.

　　[17]Editor,Proceedingof2010IEEE17thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2010),2010,IEEE,PrintISBN:978-1-4244-6483-8.

　　[18]Editor,Proceedingof2009IEEE16thInternationalConferenceonIndustrialEngineeringandEngineeringManagement(IEEM2009),2009,IEEE,PrintISBN:978-1-4244-3671-2E-ISBN:978-1-4244-3672-9.

　　软件著作权

　　基于云服务的CS4J中间件平台V1.0.2015SR052790

　　面向多任务的企业云服务平台V1.02015SR068535

　　所获奖项

　　主动型入侵防御系统，2011年天津市科学技术进步二等奖

　　[纵向项目]

　　[1]人工智能驱动制造型企业服务化转型升级路径研究，国家社会科学基金，主持

　　[2]大规模定制下复杂产品配置设计交互协同优化研究，国家自然科学基金，主持

　　[3]规模定制下基于遗传算法的复杂产品配置器研究，教育部博士点基金新教师项目，主持

　　[4]工业大数据分析技术研究及其在故障诊断中的应用，天津市科委，主持

　　[横向项目]

　　[1]武清区人工智能产业规划发展战略，天津，天津大学前沿技术研究院有限公司

　　[2]肥城矿业集团公司发展战略规划与集团公司管控体系设计，山东-肥城-肥城矿业集团有限责任公司

　　1学术组织任职

　　[1]中国机械工程学会工业工程分会常务副秘书长

　　[2]全球华人工业工程与物流管理院系主任联席会秘书长

　　[3]亚太工业工程与管理学会（APIEMS）BoardMember

　　2学术期刊任职

　　[1]AssociateEditor,InternationalJournalofIndustrialEngineering:Theory,ApplicationsandPractice

　　[2]AreaEditor,Computers&IndustrialEngineering

　　[3]AreaEditor.InternationalJournalofComputationalIntelligenceSystems

　　[4]Editor-in-chief,theconferenceseries？AtlantisHighlightsinIntelligentSystems？

　　[5]GuestEditor,JournalofIntelligentManufacturingSpecialIssueonData-drivenDesignofInnovativeProductsandServices,2019

　　[6]ManagingGuestEditor,InternationalJournalofIndustrialEngineering:Theory,ApplicationsandPracticeSpecialIssueonData-drivenComputationalIntelligenceinIndustriesApplication,2019

　　[7]ManagingGuestEditor,InternationalJournalofComputationalIntelligenceSystemsSpecialIssueonIndustryApplicationsofComputationalIntelligence,2017

　　[8]ManagingGuestEditor,Computers&IndustrialEngineeringSpecialIssueonSmartManufacturing,InnovativeProductandServiceDesigntoEmpowerIndustry4.0,2017

　　[9]GuestEditor,AppliedSoftComputingSpecialIssueonAppliedSoftComputingforSmartProductiontoEmpowerIndustry4.0，2016

　　[10]GuestEditor,Computers&IndustrialEngineeringSpecialIssueonManufacturingIntelligenceandAutomationintheSemiconductorIndustry,2015

　　[11]ExecutiveEditor,InternationalJournalofComputationalIntelligenceSystemsSpecialIssueonArtificialIntelligence&IndustrialEngineering,volume7,2014

　　3学术会议任职

　　[1]SecretaryGeneral,ChineseIndustrialEngineeringDepartmentHeads,2012-Present

　　[2]SecretaryGeneral,InternationalConferenceonIndustrialEngineeringandEngineeringManagement,2009-Present

　　[3]InternationalProgramCommittee,the49thInternationalConferenceonComputers&Industrialengineering(CIE49),Beijing,2019

　　[4]InternationalProgramCommitteeChair,2019IEEEInternationalConferenceonSmartManufacturing,Industrial&LogisticsEngineering&2019InternationalSymposiumonSemiconductorManufacturingIntelligence(SMILE&ISMI2019),Hangzhou,2019

　　[5]InternationalProgramCommittee,the48thInternationalConferenceonComputers&Industrialengineering(CIE48),Auckland,2018

　　[6]InternationalProgramCommitteeChair,2018IEEEInternationalConferenceonSmartManufacturing,Industrial&LogisticsEngineering（SMILE2018）&2018InternationalSymposiumonSemiconductorManufacturingIntelligence(ISMI2018),Hsinchu,2018

　　[7]InternationalProgramCommittee,the47thInternationalConferenceonComputers&Industrialengineering(CIE47),Lisbon,2017

　　[8]OrganizingCommitteeChair,the46thInternationalConferenceonComputers&IndustrialEngineering(CIE46),Tianjin,2016

　　[9]OrganizingCommitteeCo-Chair,2016InternationalSymposiumonSemiconductorManufacturingIntelligence(ISMI2016),Hsinchu,2016

　　[10]InternationalProgramCommittee&SessionChair,the45thInternationalConferenceonComputers&Industrialengineering(CIE45),France,2015

　　[11]SessionChair,the44thInternationalConferenceonComputers&Industrialengineeringand9thInternationalSymposiumonIntelligentManufacturingandServiceSystems(CIE44&IMSS14),Turkey,2014

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