A small-scale microeconomic model to evaluate the road network policy under the mixed flow of autonomous vehicles and human-driven vehicles

IF 6.3 2区 工程技术 Q1 ECONOMICS
Ryuichi Tani, Kenetsu Uchida
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引用次数: 0

Abstract

This study defined the users' behaviors of autonomous vehicles (AVs) and human-driven vehicles (HVs) based on the time allocation model and proposed a small-scale microeconomic model for AV policy evaluation. The model makes it possible to calculate the benefit in the road network under the mixed flow of AVs and HVs. The representative users of AVs and HVs are assumed to consume composite goods, leisure time, and road transportation offered by AVs or HVs. The transportation service considers the congestion effect and is determined by solving the multiclass traffic assignment model under the mixed flows. The previous studies addressing AVs assume the heterogeneous values of time (VoT) of AV and HV users, which are given exogenously. This study does not give VoTs exogenously but considers the heterogeneity of the disposable time and income of AV and HV users, respectively. As a result, the impact of a multitasking effect in AVs on the users' utility and the benefit can be estimated. We performed a numerical test in a test network to verify the proposed model and examined the relationship between indirect utility, AV penetration rate, and AV performance.
基于小尺度微观经济模型的自动驾驶车辆与人类驾驶车辆混合流下的路网政策评估
本研究基于时间分配模型对自动驾驶汽车和人类驾驶汽车的用户行为进行了定义,并提出了一个用于自动驾驶汽车政策评价的小尺度微观经济模型。该模型使自动驾驶汽车和混合动力汽车混合流下的路网效益计算成为可能。假设AVs和hv的代表性用户消费复合商品、休闲时间和由AVs或hv提供的道路运输。交通服务考虑了拥堵效应,并通过求解混合流下的多级交通分配模型来确定。以往针对AV的研究假设AV和HV用户的时间(VoT)值是异质的,这是外生给定的。本研究不考虑VoTs的外生性,但考虑了AV和HV用户可支配时间和收入的异质性。因此,可以估计自动驾驶汽车中多任务处理效应对用户效用和收益的影响。我们在测试网络中进行了数值测试来验证所提出的模型,并检验了间接效用、自动驾驶汽车普及率和自动驾驶汽车性能之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transport Policy
Transport Policy Multiple-
CiteScore
12.10
自引率
10.30%
发文量
282
期刊介绍: Transport Policy is an international journal aimed at bridging the gap between theory and practice in transport. Its subject areas reflect the concerns of policymakers in government, industry, voluntary organisations and the public at large, providing independent, original and rigorous analysis to understand how policy decisions have been taken, monitor their effects, and suggest how they may be improved. The journal treats the transport sector comprehensively, and in the context of other sectors including energy, housing, industry and planning. All modes are covered: land, sea and air; road and rail; public and private; motorised and non-motorised; passenger and freight.
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