Chemical Production Scheduling: Mixed-Integer Programming Models and Methods PDF
Preview Chemical Production Scheduling: Mixed-Integer Programming Models and Methods
Chemical Production Scheduling Understand common scheduling as well as other advanced operational problems with this valuable reference from a recognized leader in the field. Beginning with basic principles and an overview of linear and mixed-integer programming, this unified treatment introduces the fundamental ideas underpinning most modeling approaches, andwillallowyoutoeasilydevelopyourownmodels.Withmorethan150figures,the basic concepts and ideas behind the development of different approaches are clearly illustrated. The book addresses a wide range of problems arising in diverse industrial sectors, from oil and gas to fine chemicals, and from commodity chemicals to food manufacturing. A perfect resource for engineering and computer science students, researchers working in thearea, and industrial practitioners. ChristosT.MaraveliasistheAndersonFamilyProfessorinEnergyandtheEnvironment and Professorof Chemical and Biological Engineeringat PrincetonUniversity. Cambridge Series in Chemical Engineering SERIESEDITOR ArvindVarma, Purdue University EDITORIALBOARD Juan de Pablo, University of Chicago Michael Doherty, University of California-SantaBarbara Ignacio Grossmann, Carnegie Mellon University Jim Yang Lee, NationalUniversity of Singapore Antonios Mikos, Rice University BOOKSINTHESERIES BaldeaandDaoutidis,DynamicsandNonlinearControlofIntegratedProcessSystems Chamberlin,RadioactiveAerosols Chau,ProcessControl:AFirstCoursewithMatlab Cussler,Diffusion:MassTransferinFluidSystems,ThirdEdition CusslerandMoggridge,ChemicalProductDesign,SecondEdition DePabloandSchieber,MolecularEngineeringThermodynamics Deen,IntroductiontoChemicalEngineeringFluidMechanics Denn,ChemicalEngineering:AnIntroduction Denn,PolymerMeltProcessing:FoundationsinFluidMechanicsandHeatTransfer DorfmanandDaoutidis,NumericalMethodswithChemicalEngineeringApplications DuncanandReimer,ChemicalEngineeringDesignandAnalysis:AnIntroduction2E Fan,ChemicalLoopingPartialOxidationGasification,Reforming,andChemicalSyntheses FanandZhu,PrinciplesofGas-SolidFlows Fox,ComputationalModelsforTurbulentReactingFlows Franses,ThermodynamicswithChemicalEngineeringApplications Grossmann,AdvancedOptimizationforProcessSystemsEngineering Leal,AdvancedTransportPhenomena:FluidMechanicsandConvectiveTransportProcesses LimandShin,Fed-BatchCultures:PrinciplesandApplicationsofSemi-BatchBioreactors Litster,DesignandProcessingofParticulateProducts Maravelias,ChemicalProductionScheduling MarchisioandFox,ComputationalModelsforPolydisperseParticulateandMultiphaseSystems MewisandWagner,ColloidalSuspensionRheology Morbidelli,Gavriilidis,andVarma,CatalystDesign:OptimalDistributionofCatalystinPellets, Reactors,andMembranes Nicoud,ChromatographicProcesses NobleandTerry,PrinciplesofChemicalSeparationswithEnvironmentalApplications OrbeyandSandler,ModelingVapor-LiquidEquilibria:CubicEquationsofStateandTheirMixingRules Petyluk,DistillationTheoryandItsApplicationstoOptimalDesignofSeparationUnits Pfister,Nicoud,andMorbidelli,ContinuousBiopharmaceuticalProcesses:Chromatography, Bioconjugation,andProteinStability RamkrishnaandSong,CyberneticModelingforBioreactionEngineering RaoandNott,AnIntroductiontoGranularFlow Russell,Robinson,andWagner,MassandHeatTransfer:AnalysisofMassContactorsandHeat Exchangers Schobert,ChemistryofFossilFuelsandBiofuels Shell,ThermodynamicsandStatisticalMechanics Sirkar,SeparationofMolecules,MacromoleculesandParticles:Principles,PhenomenaandProcesses Slattery,AdvancedTransportPhenomena Varma,Morbidelli,andWu,ParametricSensitivityinChemicalSystems Vassiliadisetal.,OptimizationforChemicalandBiochemicalEngineering Weatherley,IntensificationofLiquid–LiquidProcesses Wolf,Bielser,andMorbidelli,PerfusionCellCultureProcessesforBiopharmaceuticals Zhu,Fan,andYu,DynamicsofMultiphaseFlows Chemical Production Scheduling Mixed-Integer Programming Models and Methods CHRISTOS T. MARAVELIAS PrincetonUniversity UniversityPrintingHouse,CambridgeCB28BS,UnitedKingdom OneLibertyPlaza,20thFloor,NewYork,NY10006,USA 477WilliamstownRoad,PortMelbourne,VIC3207,Australia 314–321,3rdFloor,Plot3,SplendorForum,JasolaDistrictCentre,NewDelhi–110025,India 79AnsonRoad,#06–04/06,Singapore079906 CambridgeUniversityPressispartoftheUniversityofCambridge. ItfurtherstheUniversity’smissionbydisseminatingknowledgeinthepursuitof education,learning,andresearchatthehighestinternationallevelsofexcellence. www.cambridge.org Informationonthistitle:www.cambridge.org/9781107154759 DOI:10.1017/9781316650998 © ChristosT.Maravelias2021 Thispublicationisincopyright.Subjecttostatutoryexception andtotheprovisionsofrelevantcollectivelicensingagreements, noreproductionofanypartmaytakeplacewithoutthewritten permissionofCambridgeUniversityPress. Firstpublished2021 AcataloguerecordforthispublicationisavailablefromtheBritishLibrary. LibraryofCongressCataloging-in-PublicationData Names:Maravelias,ChristosT.,1973–author. Title:Chemicalproductionscheduling/ChristosT.Maravelias,PrincetonUniversity. Description:Firstedition.|Cambridge;NewYork,NY:CambridgeUniversityPress,[2020]| Series:Cambridgeseriesinchemicalengineering|Includesbibliographicalreferencesandindex. Identifiers:LCCN2020037674(print)|LCCN2020037675(ebook)|ISBN9781107154759(hardback)| ISBN9781316650998(epub) Subjects:LCSH:Chemicalplants–Management.|Chemicalengineering.|Productionscheduling. Classification:LCCTP155.6.M372020 (print)|LCCTP155.6 (ebook)|DDC660–dc23 LCrecordavailableathttps://lccn.loc.gov/2020037674 LCebookrecordavailableathttps://lccn.loc.gov/2020037675 ISBN978-1-107-15475-9Hardback CambridgeUniversityPresshasnoresponsibilityforthepersistenceoraccuracy ofURLsforexternalorthird-partyinternetwebsitesreferredtointhispublication anddoesnotguaranteethatanycontentonsuchwebsitesis,orwillremain, accurateorappropriate. To the memory of my father. Contents Preface page xvii Part I : Background 1 Introduction 3 1.1 Preliminaries 3 1.1.1 Scheduling: Applications andDefinition 3 1.1.2 SomeSimpleProblems 4 1.1.3 Scheduling inthe Supply Chain 5 1.1.4 Interactions with Other Planning Functions 6 1.1.5 Scheduling inthe Process Industries 8 1.1.6 General Problem Statement 9 1.2 Chemical Production Environments 10 1.2.1 Discrete Manufacturing MachineEnvironments 10 1.2.2 Critical Insights 13 1.2.3 Sequential Environments 17 1.2.4 Network Environments 20 1.2.5 General Environments 21 1.3 Classes ofProblems 22 1.3.1 Production Environments (α) 22 1.3.2 Processing Restrictionsand Features (β) 23 1.3.3 Objective Functions(γ) 24 1.3.4 Problem Classification 25 1.4 Approaches to Scheduling 26 1.4.1 Problem-Specific Algorithms 26 1.4.2 Metaheuristics 26 1.4.3 Integrated Modeling/Solution Approaches 26 1.4.4 Mathematical Programming 26 1.4.5 HybridMethods 27 1.5 Scheduling MIPModel Classification 27 1.6 BookOutline 29 1.7 Notes and FurtherReading 30
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