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监测供水管网爆管的测压点优化布置方法 Title:OptimizationofPressurePointDeploymentforMonitoringBurstinginWaterSupplyNetworks Abstract: Watersupplynetworksplayavitalroleinensuringreliableandcontinuouswaterdistributiontocommunities.However,theyarepronetopipebursts,whichcanleadtowaterloss,propertydamage,anddisruptionofservices.Toeffectivelymanageandmaintainthesenetworks,itiscrucialtooptimizethedeploymentofpressuremonitoringpointstoidentifypotentialburstingspotspromptly.Thispaperexploresvariousmethodsforoptimizingtheplacementofpressuremonitoringpointsinwatersupplynetworkstoenhancemonitoringefficiencyandfacilitateearlydetectionofpipebursts. 1.Introduction 1.1Background 1.2ProblemStatement 1.3Objective 2.LiteratureReview 2.1Pipeburstdetectionmethods 2.2Pressuremonitoringpointsplacement 2.3Existingoptimizationalgorithms 3.Methodology 3.1Datacollection 3.2Networkmodeling 3.3Analyticalmethods 3.4Optimizationalgorithms 4.FactorsInfluencingPressurePointPlacement 4.1Networktopology 4.2Pipematerialsandage 4.3Hydrauliccharacteristics 4.4Historicalfailuredata 4.5Populationdensityandwaterconsumptionpatterns 5.OptimizationTechniques 5.1GeneticAlgorithm(GA) 5.2ParticleSwarmOptimization(PSO) 5.3AntColonyOptimization(ACO) 5.4SimulatedAnnealing(SA) 5.5MixedIntegerLinearProgramming(MILP) 6.CaseStudy 6.1Studyareadescription 6.2Datacollectionandpreprocessing 6.3Modeldevelopment 6.4Performanceevaluation 7.ResultsandDiscussion 7.1Comparisonofoptimizationalgorithms 7.2Optimalpressurepointplacement 7.3Sensitivityanalysis 8.ImplementationChallenges 8.1Costconstraints 8.2Dataavailabilityandaccuracy 8.3Communicationinfrastructure 8.4Systemcompatibility 9.Recommendations 9.1Integratedsensornetworks 9.2Real-timemonitoringanddataanalysis 9.3Maintenanceandrepairprioritization 9.4Collaborationwithstakeholders 10.Conclusion 10.1Summaryoffindings 10.2Implicationsforpractice 10.3Futureresearchdirections References Note:Theabovestructureprovidesanoutlineforyourpaper.Youcanexpandeachsectionwithrelevantinformation,analysis,and