南京大学商学院工商管理系导师介绍：宋哲

    宋哲,工商管理系副教授.美国爱荷华大学工业工程博士、博士后。在美国留学期间参与多个被美国知名公司和机构资助的制造,能源,医疗等行业的系统,决策优化项目,这些公司和机构包括：IowaEnergyCenter,JohnDeere,MidAmericanEnergy,IAWIND,UIHC.在大数据和管理决策优化方向已经发表国际期刊论文20多篇（均被SCI,EI索引）,书章节一张,担任十多个国际期刊的审稿人,如IEEETrans.IndustrialInformatics，EuropeanJournalofOperationalResearch，IEEETrans.IndustrialElectronics，IEEETrans.Systems,Man,andCybernetics,PartA，KnowledgeandInformationSystems,ProductionPlanningandControl,InternationalJournalofManufacturingResearch.INFORMS，IIE，IEEE协会会员.

►研究方向：
智能计算
统计仿真
能源管理
创新与创业管理
数据挖掘
大数据和管理决策优化

►教学方向：
数据模型与决策
创新与创业管理
系统仿真与优化

►联系方式：
南京大学商学院工商管理系,汉口路22号210093,电话:025-8362-1041，办公室：1623.Email:zsong1(AT)nju.edu.cn
所获科研奖励
宋哲,2010.12,科研新星奖,南京大学商学院

►主持和参与科研项目：
宋哲(PI),2011-1to2013-12,风电预测，并网调度与规划的决策优化模型,国家自然科学基金,编号:71001050,17.7万元
出版著作
A.KusiakandZ.Song,2009,OptimizationintheEnergyIndustry:ImprovingCombustionPerformancebyOnlineLearning,P.Pardaloseds.,Springer,ISBN:978-3-540-88964-9.
公开发表论文
YuJiang,ZheSong,AndrewKusiak,February2013,Veryshort-termwindspeedforecastingwithBayesianstructuralbreakmodel,RenewableEnergyVol.50,Pp.637-647SCI
ZSong,YJiang,ZZhang,2014,Short-termwindspeedforecastingwithMarkov-switchingmodel,AppliedEnergy130SCI,Impactfactor5.597
ZSong,ZZhang,XXu,CLiu,2014,Anagent-basedmodeltostudythemarketdynamicsofperpetualandsubscriptionlicensing,JournaloftheOperationalResearchSocietydoi:10.1057/jors.2014.12SSCI/SCI,Impactfactor1.272
ZijunZhang,AndrewKusiak,ZheSong,2013,Schedulingelectricpowerproductionatawindfarm,EuropeanJournalofOperationalResearchVol.224,pp.227-238SCI
C.Xu,Z.Song,L.D.ChenandY.Zheng,2011,Numericalinvestigationonporousmediaheattransferinasolartowerreceiver,RenewableEnergyVol.36,No.3,pp.Vol.36,No.3,pp.1138-1144SCI
Z.Song,X.Geng,A.Kusiak,andC.Xu,2011,MiningMarkovChainTransitionMatrixfromWindSpeedTimeSeriesData,ExpertSystemswithApplicationsVol.38,No.8,pp.Vol.38,No.8,pp.10229-10239SCI
A.Kusiak,W.LiandZ.Song,2010,DynamicControlofWindTurbines,RenewableEnergyVol.35,No.2,pp.456-463SCI,ImpactFactor2.356(2009).
Z.SongandA.Kusiak,2010,MiningPareto-OptimalModulesforDelayedDifferentiation,EuropeanJournalofOperationalResearchVol.201,No.1,pp.123-128.SCI,ImpactFactor2.093(2009).
Z.SongandA.Kusiak,2010,MultiobjectiveOptimizationofTemporalProcesses,IEEETrans.Systems,Man,andCybernetics,PartBVol.40,No.3,pp.845-856.SCI,ImpactFactor3.007(2009).
A.KusiakandZ.Song,2010,DesignofWindFarmLayoutforMaximumWindEnergyCapture,RenewableEnergyVol.35,No.3,pp.685-694.SCI,ImpactFactor2.356(2009).
A.Kusiak,H.ZhengandZ.Song,2010,Poweroptimizationofwindturbineswithdataminingandevolutionarycomputation,RenewableEnergyVol.35,No.3,pp.695-702.SCI,ImpactFactor2.356(2009).
程德俊，宋哲，王蓓蓓,2010,认知信任还是情感信任：高参与工作系统对组织创新绩效的影响,《经济管理》11期，pp81-90
Z.SongandA.Kusiak,2009,OptimizingProductConfigurationswithaDataMiningApproach,InternationalJournalofProductionResearchVol.47,No.7,pp.1733-1751.SCI,ImpactFactor0.803(2009).
A.Kusiak,H.ZhengandZ.Song,2009,WindFarmPowerPrediction:AData-MiningApproach,WindEnergyVol.12,No.3,pp.275-293SCI,ImpactFactor1.342(2009).
A.Kusiak,H.ZhengandZ.Song,2009,On-LineMonitoringofPowerCurves,RenewableEnergyVol.34,No.6,pp.1487-1493.SCI,ImpactFactor2.356(2009).
A.Kusiak,H.ZhengandZ.Song,2009,ModelsforMonitoringWindFarmPower,RenewableEnergyVol.34,No.3,pp.583-590.SCI,ImpactFactor2.356(2009).
A.Kusiak,H.ZhengandZ.Song,2009,Short-TermPredictionofWindFarmPower:ADataMiningApproach,IEEETransactionsonEnergyConversionVol.24,No.1,pp.125-136.SCI,ImpactFactor2.635(2008).
A.Kusiak,Z.SongandH.Zheng,2009,AnticipatoryControlofWindTurbineswithData-DrivenPredictiveModels,IEEETransactionsonEnergyConversionVol.24,No.3,pp.766-774.SCI,ImpactFactor2.635(2009).
Z.SongandA.Kusiak,2009,OptimizationofTemporalProcesses:AModelPredictiveControlApproach,IEEETransactionsonEvolutionaryComputationVol.13,No.1,pp.169-179.SCI,ImpactFactor4.589(2009).
A.KusiakandZ.Song,2009,SensorFaultDetectioninPowerPlants,ASCEJournalofEnergyEngineeringVol.135,No.4,pp.127-137SCI,ImpactFactor0.674(2009).
A.KusiakandZ.Song,2008,Clustering-BasedPerformanceOptimizationofBoiler-TurbineSystem,IEEETransactionsonEnergyConversionVol.23,No.2,pp.651-658SCI,ImpactFactor2.635(2009).
A.Kusiak,M.R.SmithandZ.Song,2007,PlanningProductConfigurationsBasedonSalesData,IEEETransactionsonSystems,ManandCybernetics,PartCVol.37,No.4,pp.602-609.SCI,ImpactFactor2.016(2009).
Z.SongandA.Kusiak,2007,Constraint-BasedControlofBoilerEfficiency:AData-MiningApproach,IEEETransactionsonIndustrialInformaticsVol.3,No.1,pp.73-83.SCI,ImpactFactor2.356(2008).
A.KusiakandZ.Song,2006,CombustionEfficiencyOptimizationandVirtualTesting:AData-MiningApproach,IEEETransactionsonIndustrialInformaticsVol.2,No.3,pp.176-184.SCI,ImpactFactor2.356(2008).