Sustainability: Cases and Studies in Using Operations Research and Management Science Methods PDF
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International Series in Operations Research & Management Science Fausto Pedro García Márquez Benjamin Lev Editors Sustainability Cases and Studies in Using Operations Research and Management Science Methods International Series in Operations Research & Management Science FoundingEditor FrederickS.Hillier,StanfordUniversity,Stanford,CA,USA Volume 333 SeriesEditor Camille C. Price, Department of Computer Science, Stephen F. Austin State University,Nacogdoches,TX,USA EditorialBoardMembers Emanuele Borgonovo, Department of Decision Sciences, Bocconi University, Milan,Italy BarryL.Nelson,DepartmentofIndustrialEngineering&ManagementSciences, NorthwesternUniversity,Evanston,IL,USA BruceW.Patty,VeritecSolutions,MillValley,CA,USA MichaelPinedo,SternSchoolofBusiness,NewYorkUniversity,NewYork,NY, USA RobertJ.Vanderbei,PrincetonUniversity,Princeton,NJ,USA AssociateEditor Joe Zhu, Foisie Business School, Worcester Polytechnic Institute, Worcester, MA, USA The book series International Series in Operations Researchand Management Science encompasses the various areas of operations research and management science. Both theoretical and applied books are included. It describes current advances anywhere intheworld thatareatthecuttingedgeofthefield.Theseries is aimed especially at researchers, advanced graduate students, and sophisticated practitioners. Theseriesfeaturesthreetypesofbooks: (cid:129)Advancedexpositorybooksthatextendandunifyourunderstandingofpartic- ularareas. (cid:129)Researchmonographsthatmakesubstantialcontributionstoknowledge. (cid:129) Handbooks that define the new state of the art in particular areas. Each handbook will be edited by a leading authority in the area who will organize a team of experts on various aspects of the topic to write individual chapters. A handbook may emphasize expository surveys or completely new advances (either researchorapplications)oracombinationofboth. Theseriesemphasizesthefollowingfourareas: MathematicalProgramming:Includinglinearprogramming,integerprogram- ming, nonlinear programming, interior point methods, game theory, network opti- mization models, combinatorics, equilibrium programming, complementarity theory, multiobjective optimization, dynamic programming, stochastic program- ming,complexitytheory,etc. Applied Probability: Including queuing theory, simulation, renewal theory, Brownian motion and diffusion processes, decision analysis, Markov decision processes, reliability theory, forecasting, other stochastic processes motivated by applications,etc. ProductionandOperationsManagement:Includinginventorytheory,produc- tion scheduling, capacity planning, facility location, supply chain management, distributionsystems,materialsrequirementsplanning,just-in-timesystems,flexible manufacturing systems, design of production lines, logistical planning, strategic issues,etc. Applications of Operations Research and Management Science: Including telecommunications,healthcare,capitalbudgetingandfinance,economics,market- ing, public policy, military operations research, humanitarian relief and disaster mitigation,serviceoperations,transportationsystems,etc. ThisbookseriesisindexedinScopus. á (cid:129) Fausto Pedro García M rquez Benjamin Lev Editors Sustainability Cases and Studies in Using Operations Research and Management Science Methods Editors FaustoPedroGarcíaMárquez BenjaminLev IngeniumResearchGroup LeBowCollegeofBusiness UniversityofCastilla-LaMancha DrexelUniversity CiudadReal,Spain Philadelphia,PA,USA ISSN0884-8289 ISSN2214-7934 (electronic) InternationalSeriesinOperationsResearch&ManagementScience ISBN978-3-031-16619-8 ISBN978-3-031-16620-4 (eBook) https://doi.org/10.1007/978-3-031-16620-4 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNatureSwitzerland AG2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseof illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similarordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors, and the editorsare safeto assume that the adviceand informationin this bookarebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Sustainability is being an important discipline for the society and governments, a researchfieldthatrequirestheuseandapplicationinManagementScience(MS)and Operations Research (OR). In this book, we introduce the topics of MS and OR together with Sustainability. We start with basic concept and will present cases, applications, theory, and potential future. The authors contribute chapters to the booktocoveraswidearrayoftopicsasspacepermits.Examplesarefromrenewable energy, smart industry, city, transportation, home and smart devices. We discuss futureapplications,trends,andpotentialfutureofthisnewdiscipline. This book is intended for professionals in the field of energy, engineering, informationscience,mathematics,economics,andresearcherswhowishtodevelop new skills in sustainability, or who employ the sustainability discipline as part of their work. The authors of this volume describe their original work in the area or provide material for cases and studies successfully applying the sustainability disciplineinreal-lifecasesandtheoreticalapproaches. CiudadReal,Spain FaustoPedroGarcíaMárquez Philadelphia,PA BenjaminLev v Contents Sustainability:CasesandStudiesinUsingOperationsResearch andManagementScienceMethods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 FaustoPedroGarcíaMárquezandBenjaminLev WhatIsSustainability?ALaymanPerspective. . . . . . . . . . . . . . . . . . . 9 MuhammadHashim,MuhammadNazam,SajjadAhmadBaig, SadiaSamarAli,andManzoorAhmad SustainableSupplyChainManagement:Definition,Bibliometrics, Applications,andFutureDirections. . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 YiluLong,HuchangLiao,andBenjaminLev ApplicationsofMachineLearningAlgorithmsinDataSciences. . . . . . . 53 AdeelAnsari,SeemaAnsari,FatimaMaqbool,RabiaZaman, andKubraBashir TheMachineLearningModelforIdentifyingBogusProfilesinSocial NetworkingSites. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67 C.Hema SupportVectorMachineandK-foldCross-validationtoDetectFalse AlarmsinWindTurbines. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81 AnaMariaPecoChaconandFaustoPedroGarcíaMárquez AHybridNeuralNetworkModelBasedonConvolutionalCascade NeuralNetworks:AnApplicationforImageInspectioninProduction. . . 99 DiegoOrtegaSanz,CarlosQuiterioGómezMuñoz,GuillermoBenéitez, andFaustoPedroGarcíaMárquez AMulti-ObjectiveSustainableTrafficSignalControlforSmartCities UnderUncertainty. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119 Suh-WenChiou vii viii Contents Multi-CriteriaDecision-MakingforSustainableTransport:ACase StudyonTrafficFlowPredictionUsingSpatial–TemporalTraffic Sequence. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143 JayanthiGanapathy ARobustPrognosticIndicatorforRenewableEnergyFuelCells: AHybridData-DrivenPredictionApproach. . . . . . . . . . . . . . . . . . . . . 167 DamingZhou,ZhuangTian,andJinpingLiang AnAssessmentofElectricityMarketsinTurkey:PriceMechanisms, Regulations,andMethods. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199 HakanAcaroğlu TheRoleofDevOpsinSustainableEnterpriseDevelopment. . . . . . . . . 217 ZoricaBogdanović,MarijanaDespotović-Zrakić,DušanBarać, AleksandraLabus,andMilošRadenković PracticesandIndicatorsofWasteandResourceManagement inCommercialBuildings. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239 AbimbolaWindapo,DylanMurray,TristanHamilton,andHaydenBaum ADescriptiveComprehensionStudyonSolarEnergy,SolarProducts, andSolarProductsMarketinginIndianContext. . . . . . . . . . . . . . . . . . 263 AnsariSarwarAlamandArshiyaFathimaM.S PrecisionLivestockFarming(PLF)Systems:ImprovingSustainability andEfficiencyofAnimalProduction. . . . . . . . . . . . . . . . . . . . . . . . . . . 285 ChristosTzanidakis,PanagiotisSimitzis,andPanagiotisPanagakis EnvironmentalAssessmentofRuralRoadConstructioninIndia. . . . . . 339 YashAryan,AnilKumarDikshit,andAmarMohanShinde PerspectivesontheSustainableSteelProductionProcess:ACritical ReviewoftheCarbonDioxide(CO )toMethane(CH )Conversion 2 4 Process. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 361 WandercleitonCardoso,RenzoDiFelice,andRaphaelColomboBaptista Exergy,Anergy,andSustainability. . . . . . . . . . . . . . . . . . . . . . . . . . . . 393 HansE.Wettstein SimulatingComplexRelationshipsBetweenPollutants andtheEnvironmentUsingRegressionSplines:ACaseStudy forLandfillLeachate. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427 ArpitaH.Bhatt,RichaV.Karanjekar,SaidAltouqi,MelanieL.Sattler, VictoriaC.P.Chen,andM.D.SahadatHossain About the Editors Fausto Pedro García Márquez works at UCLM as Full Professor (Accredited as Full Professor from 2013),Spain,HonorarySeniorResearchFellowatBir- mingham University, UK, Lecturer at the Postgraduate European Institute, and he has been Senior Manager in Accenture(2013–2014).HeobtainedhisEuropeanPhD withamaximumdistinction.Hehasbeendistinguished with the prices: Grand Prize (2021), Runner Prize (2020) and Advancement Prize (2018), Runner (2015), Advancement (2013) and Silver (2012) by the Interna- tionalSocietyofManagementScienceandEngineering Management (ICMSEM), First International Business Ideas Competition 2017 Award (2017). He has published more than 200 papers (125 JCR (58Q1; 30Q2; 33Q3; 4Q4), 65 % ISI, 30% JCR and 92% internationals), some recognized as: “Applied Energy” (Q1, IF 9.746, as “Best Paper 2020”), “Renewable Energy” (Q1, IF 8.001, as “Best Paper 2014”); “ICMSEM” (as “excellent”), “Int. J. of Automation and Computing” and “IMechE Part F: J. of Rail and RapidTransit”(mostdownloaded),etc.Heisauthorand editor ofmore than 45books(Elsevier, Springer,Pear- son,Mc-GrawHill,Intech,IGI,Marcombo,AlfaOmega, etc.), >100 international chapters, and 6 patents. He is Editor of 5 Int. Journals, Committee Member of more than 70 Int. Conferences. He has been Principal Inves- tigatorin4EuropeanProjects,8NationalProjects,and morethan150projectsforUniversities,Companies,etc. Heisbeing:ExpertintheEuropeanUnioninAI4People (EISM D), and ESF; Director of www. ix x AbouttheEditors ingeniumgroup.eu; Senior Member at IEEE, 2021–...; HonouredHonouraryMemberoftheResearchCouncil of Indian Institute of Finance, 2021–...; Committee Chair of The International Society for Management Science and Engineering Management (ISMSEM), 2020–....Hismaininterestsare:ArtificialIntelligence, Maintenance, Management, Renewable Energy, Trans- port,AdvancedAnalytics,DataScience.Moreinforma- tioninhttps://blog.uclm.es/faustopedrogarcia Benjamin Lev is the University Trustee Professor at LeBow College of Business, Drexel University, Phila- delphia,Pennsylvania,USA.HeholdsaPhDinOpera- tions Research from Case Western Reserve University. Prior to joining Drexel University, Dr. Lev held aca- demic and administrative positions at Temple Univer- sity, University of Michigan-Dearborn, and Worcester Polytechnic Institute. He is the Editor-in-Chief of OMEGA-TheInternationaljournalofManagementSci- ence www.OmegaJournal.org; Co-Editor-in-Chief of InternationalJournalofManagementScienceandEngi- neeringManagement;andserves onseveralother jour- nal editorial boards (INFORMS JAA (formerly Interfaces), IAOR, ORPJ, Financial Innovation, OPSEARCH, IDIM, IIE-Transactions, ERRJ, INFORMS JOR). He currently holds faculty appoint- ments at seven Chinese Universities (Beijing Jiaotong University, ChengduUniversity, NanjingUniversity of Aeronautics and Astronautics, Nanjing University of Information Science and Technology, Nanjing Audit University,XidianUniversity,TianjinUniversity).Pro- fessor Lev is the former TIMS VP-Meetings and INFORMS VP-Meetings. INFORMS Fellow since 2003. He has published sixteen books, numerous arti- clesandorganizedmanynationalandinternationalcon- ferences including ORSA/TIMS Philadelphia; INFORMS Israel; IFORS Scotland; ALIO-INFORMS Buenos Aires; ICMSEM Philadelphia. https://en. wikipedia.org/wiki/Benjamin_Lev
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