Autonomous Delivery Vehicle as a Disruptive Technology: How to Shape the Future with a Focus on Safety?

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dc.contributor.authorDas, Subasishen
dc.contributor.authorTsapakis, Ioannisen
dc.contributor.authorWei, Zihangen
dc.contributor.authorElgart, Zacharyen
dc.contributor.authorKutela, Boniphaceen
dc.contributor.authorVierkant, Valerieen
dc.contributor.authorLi, Ericen
dc.date.accessioned2022-10-31T14:43:14Zen
dc.date.available2022-10-31T14:43:14Zen
dc.date.issued2022-09en
dc.description.abstractThe National Highway Traffic Safety Administration recently granted permission to deploy low-speed autonomous delivery vehicles (ADVs) on roadways. Although the mobility of ADVs is limited to low-speed roads and these vehicles are occupantless, frequent stops and mobility among residential neighborhoods cause safety- related concerns. There is consequently a need for a comprehensive safety impact analysis of ADVs. This study examined the safety implications and safety impacts of ADVs by using novel approaches. This research prepared several datasets such as fatal crash data, aggregated ADV trips and trajectories, and real-world crash data from the scenario design for an ADV-related operational design domain. Association rules mining was applied to the datasets to identify significant patterns. This study generated a total of 80 association rules that provide risk patterns associated with ADVs. The rules can be used as prospective benchmarks to examine how rule-based risk patterns can be reduced by ADVs that replace human-driven trips.en
dc.description.sponsorshipSAFE-D: Safety Through Disruption National University Transportation Centeren
dc.format.mimetypeapplication/pdfen
dc.identifier.urihttp://hdl.handle.net/10919/112319en
dc.language.isoenen
dc.publisherSAFE-D: Safety Through Disruption National University Transportation Centeren
dc.relation.ispartofseriesVTTI;05-087en
dc.rightsCC0 1.0 Universalen
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/en
dc.subjectAutomated vehiclesen
dc.subjectAVsen
dc.subjectAutonomous delivery vehiclesen
dc.titleAutonomous Delivery Vehicle as a Disruptive Technology: How to Shape the Future with a Focus on Safety?en
dc.typeReporten
dc.type.dcmitypeTexten

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Safety through Disruption (SAFE-D) University Transportation Center (UTC)