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Modeling Autonomous On-Demand Public Transport
KTH, Skolan för arkitektur och samhällsbyggnad (ABE), Byggvetenskap, Transportplanering.
2024 (engelsk)Independent thesis Basic level (degree of Bachelor), 10 poäng / 15 hpOppgave
Abstract [en]

As autonomous vehicle (AV) technology evolves and matures, automated public transit (APT) is gaining attention due to its flexibility, cost-effectiveness, and efficiency. This report explores various algorithms for allocating vehicles to passengers within APT systems. It aims to organize and propose effective allocation strategies and validate them through comparative analyses on test networks. Overall, the paper introduces several algorithms, with six specifically compiled and tested using the VIPSim simulator across four traffic networks. Two of these networks are basic, while the other two are more complex and represent real-world scenarios. Through these numerical experiments, the algorithm that maximizes network operational efficiency was identified, and several instructive conclusions were drawn from the comparative analysis.

sted, utgiver, år, opplag, sider
2024.
Serie
TRITA-ABE-MBT ; 24519
Emneord [en]
Automated Public Transit, autonomous vehicle, assignment methods, ride-sharing, simulation
HSV kategori
Identifikatorer
URN: urn:nbn:se:kth:diva-349079OAI: oai:DiVA.org:kth-349079DiVA, id: diva2:1879676
Veileder
Examiner
Tilgjengelig fra: 2024-06-28 Laget: 2024-06-28

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