Design-Expert 响应面法图文全教程

©[e-mail]-ExpertDesign-Expert4©[e-mail]rd5PartI6PartII8Index0ForewordThisisjustanothertitlepageplacedbetweentableofcontentsandtopics5Foreword©[e-mail]-Expert6©[e-mail]1Design–ExpertFromWikipedia,thefreeencyclopedia(RedirectedfromDesign-Expert)Design–ExpertisastatisticalsoftwarepackagefromStat-EaseInc.thatisspecificallydedicatedtoperformingdesignofexperiments(DOE).Design–Expertofferscomparativetests,screening,characterization,optimization,robustparameterdesign,mixturedesignsandcombineddesigns.[1]Design–Expertprovidestestmatricesforscreeningupto50factors.Statisticalsignificanceofthesefactorsisestablishedwithanalysisofvariance(ANOVA).Graphicaltoolshelpidentifytheimpactofeachfactoronthedesiredoutcomesandrevealabnormalitiesinthedata.[2]HistoryStat-EasereleaseditsfirstversionofDesign–Expertin1988.In1996thefirmreleasedversion5whichwasthefirstversionofthesoftwaredesignedforMicrosoftWindows.[3]Version6.0movedtoafull32-bitarchitectureandfullercompliancewithWindowsvisualconventionandalsoallowedupto256runsfortwo-levelblockeddesigns.[4]Version7.0added3Dsurfaceplotsforcategoryfactorsandat-valueeffectsParetochartamongmanyotherfunctionaladditions.Thisversionalsoincludestheabilitytotypeinvariableconstraintsdirectlytothedesigninratioform.[5]Version9incorporatessplit-plotfactorialdesignsincludingtwo-levelfullandfractionalfactorials,generalfactorialsandoptimalfactorials.[6]FeaturesDesign-Expertofferstestmatricesforscreeningupto50factors.Apowercalculatorhelpsestablishthenumberoftestrunsneeded.ANOVAisprovidedtoestablishstatisticalsignificance.Basedonthevalidatedpredictivemodels,anumericaloptimizerhelpstheuserdeterminetheidealvaluesforeachofthefactorsintheexperiment.[7]Design-Expertprovides11graphsinadditiontotextoutputtoanalyzetheresiduals.[8]Thesoftwaredeterminesthemaineffectsofeachfactoraswellastheinteractionsbetweenfactorsbyvaryingthevaluesofallfactorsinparallel.[9]Aresponsesurfacemodel(RSM)canbeusedtomapoutadesignspaceusingarelativelysmallnumberofexperiments.RSMprovidesanestimateforthevalueofresponsesforeverypossiblecombinationofthefactorsbyvaryingthevaluesofallfactorsinparallel,makingitpossibletocomprehendamulti-dimensionalsurfacewithnon-linearshapes.[10]Theoptimizationfeaturecanbeusedtocalculatetheoptimumoperatingparametersfora7©[e-mail].[11]BooksreferencingDesign-ExpertDouglasC.Montgomery,“DesignandAnalysisofExperiments,8thEdition,”JohnWiley&SonsInc;8thedition(April2012,©2013).RaymondH.Myers,DouglasC.Montgomery,ChristineM.Anderson-Cook,“ResponseSurfaceMethodology:ProcessandProductOptimizationUsingDesignedExperiments,”JohnWiley&SonsInc;3edition(January14,2009).MarkJ.Anderson,PatrickJ.Whitcomb,“DOESimplified:PracticalToolsforEffectiveExperimentation,2ndEdition,”ProductivityPress(July30,2007).PatrickJ.Whitcomb,MarkJ.Anderson,“RSMSimplified:OptimizingProcessesUsingResponseSurfaceMethodsforDesignofExperiments,”ProductivityPress(November17,2004).Design-Expert8©[e-mail]29©[e-mail]-Expert10©[e-mail]11©[e-mail]-Expert12©[e-mail]13©[e-mail]-Expert14©[e-mail]15©[e-mail]-Expert16©[e-mail]17©[e-mail]-Expert18©[e-mail]19©[e-mail]-Expert20©[e-mail]21©[e-mail]-Expert22©[e-mail]23©[e-mail]-Expert24©[e-mail]25©[e-mail]-Expert26©[e-mail]27©[e-mail]-Expert28©[e-mail]29©[e-mail]-Expert30©[e-mail]31©[e-mail]-Expert32©[e-mail]33©[e-mail]-Expert34©[e-mail]35©[e-mail]-Expert36©[e-mail]37©[e-mail]-Expert38©[e-mail]39©[e-mail]-Expert40©[e-mail]41©[e-mail]2...(afterindex)Design-Expert42©[e-mail]