2012Unpublished venueRequires access

Study on the Reliability of Travel Time in Transportation Network

Hongwei Ma, Xizhao Zhou, Liyou Fu

Open publisher page 3 citations

Abstract

Under the influence of traffic accident and imbalance between the daily traffic supply and demand, the transportation network of city is in instability condition. The random variation of traffic flow and capacity leads to the randomness of traffic in the transportation network. This paper focus on the travel time, according to the typical characteristics about traffic flow and Green shields speed-density model deduces the dynamic travel time estimation model, obtains the random variables travel time's probability density function with the Edge worth series and then proposes the reliability model about traffic network travel time. In the end a simple numerical example was given to proved the effectiveness of the model, the model was solved by using the Monte Carlo simulation method.

About this research paper

What this paper is about

Under the influence of traffic accident and imbalance between the daily traffic supply and demand, the transportation network of city is in instability condition. The random variation of traffic flow and capacity leads to the randomness of traffic in the transportation network. This paper focus on the travel time, according to the typical characteristics about traffic flow and Green shields speed-density model deduces the dynamic travel time estimation model, obtains the random variables travel time's probability density function with the Edge worth series and then proposes the reliability model about traffic network travel time. In the end a simple numerical example was given to proved the effectiveness of the model, the model was solved by using the Monte Carlo simulation method.

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OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Under the influence of traffic accident and imbalance between the daily traffic supply and demand, the transportation network of city is in instability condition. The random variation of traffic flow and capacity leads to the randomness of traffic in the transportation network. This paper focus on the travel time, according to the typical characteristics about traffic flow and Green shields speed-density model deduces the dynamic travel time estimation model, obtains the random variables travel time's probability density function with the Edge worth series and then proposes the reliability model about traffic network travel time. In the end a simple numerical example was given to proved the effectiveness of the model, the model was solved by using the Monte Carlo simulation method.

Key concepts: Randomness, Traffic flow (computer networking), Reliability (semiconductor), Monte Carlo method, Random variable, Computer science, Probability density function, Traffic generation model

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