Spatio-temporal Modelling of Arterial Road Travel Time Variability

Liu, Yuchen

Liu Y 2022 Public 2years.pdf (16.86Mb)

Access Status

Open access

Authors

Liu, Yuchen

Date

2022

Supervisor

Cecilia Xia

Aloke Phatak

Type

Thesis

Award

PhD

Metadata

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Faculty

Science and Engineering

School

School of Earth and Planetary Sciences

URI

http://hdl.handle.net/20.500.11937/91307

Collection

Curtin Theses

Abstract

This research systematically investigated and modelled arterial road travel time distributions (TTDs) at various spatial and temporal scales using the travel times derived from a low-cost Bluetooth intelligent transportation system. The characteristics of individual Bluetooth travel times and the evolution pattern of link TTDs in peak periods have been identified. Moreover, two models were developed for estimating path TTDs from individual link TTDs via modelling the dependence in multimodal travel time data.