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JaeyoungLee,Ph.D.,MohamedAbdel-Aty,Ph.D.,andLingWang,Ph.D. 8/20/2016
UtilizingMicroSimulationtoEvaluatetheSafetyandEfficiencyoftheExpresswaySystem
Overview
Thisprojectanalyzedthesafetyofthreeexpresswaysbasedonaveragedailytraffic,averagehourlytraffic,andmicroscopictrafficdataatfive-minuteintervals.Themodelingresultsshowedthatweavingsegmentshadexperiencedmorecrashesthanothersegmenttypes.
Thecrashmechanismsofweavingsegmentswereexploredusingreal-timecrashanalysis.Then,activetrafficmanagement(ATM)strategies,
rampmetering(RM)andvariablespeedlimit(VSL),wereidentifiedtobepotentialcountermeasurestoimprovethesafetyofweavingsegments.Subsequently,awell-calibratedandvalidatedmicroscopicsimulationnetworkwasbuiltforacongestedweavingsegment.ThesimulationresultsverifiedthatATMcansignificantlyimprovethetrafficsafetyofthestudiedweavingsegments.
Figure1.Averagecrashrateforthreestudiedexpressways
(crashesperhourspersegment)
Figure2.StudysubjectofVISSIMsimulation
JaeyoungLee,Ph.D.,MohamedAbdel-Aty,Ph.D.,andLingWang,Ph.D.
StudyTasks
1) IdentifyingthemostdangerousexpresswaysegmenttypebasedonsafetyanalysesusingADT,AHT,andmicroscopictrafficdata;2) Exploringthecrashmechanismofthemostdangerousexpresswaysegmenttypeusingthereal-timesafetyanalysis;3) Buildingawell-calibratedandvalidatedVISSIMnetworkforanexpresswaysegmentthathashighcrashpotential;and4) TestingtheimpactofATMonthesafetyoftheexpresswaysegmentidentifiedbyTask3.ConclusionsandRecommendations
1) InADT-based,AHT-based,andmicroscopic-traffic-basedsafetystudies,allresultsillustratedthattheexistenceofaweavingsegmentcouldincreasecrashpotential;2) Themicroscopictraffic(five-minuteintervals)dataisthemostsuitabletrafficdataifATMisusedtoimprovethesafetyofasegmentinrealtime;3) Themaincrashcontributingfactorsforweavingsegmentsarespeeddifferencebetweenthebeginningandendofweavingsegmentsandweavinginfluencelength.Bothfactorshavepositiveimpactoncrashrisk;4) Throughmicroscopicsimulation,ATMstrategiesimprovedthesafetyofacongestedweavingsegmentbyreducingcrashoddsratiobecausetheyreducedthespeeddifferenceorweavinginfluencelengthorboth;5) TheproposednewRM,whichtookbothtrafficoperationandsafetyintoconsideration,wasbetterthantraditionalRMbecauseitprovidedsafertraffic;and6) Theintegratedstrategy(RM-VSL)producedlowerconflictnumbersthanRMalonewhenon-rampqueuelengthwascontrolled.
“Oncecrashmechanismshavebeenidentifiedusingreal-timesafetyanalyses,microscopicsimulationcanbeusedtotestandverifytheimpactofactivetrafficmanagementonthesafetyofexpresswaysegments.”
Figure3.Weavingsegmentmicrosimulationnetwork