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arXiv:2311.14118

On The Impact of Replacing Private Cars with Autonomous Shuttles: An Agent-Based Approach

On The Impact of Replacing Private Cars with Autonomous Shuttles: An Agent-Based Approach

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著者: Daniel Bogdoll, Louis Karsch, Jennifer Amritzer, J. Marius Zöllner

分類: cs.RO

原文アブストラクト

The European Green Deal aims to achieve climate neutrality by 2050, which demands improved emissions efficiency from the transportation industry. This study uses an agent-based simulation to analyze the sustainability impacts of shared autonomous shuttles. We forecast travel demands for 2050 and simulate regulatory interventions in the form of replacing private cars with a fleet of shared autonomous shuttles in specific areas. We derive driving-related emissions, energy consumption, and non-driving-related emissions to calculate life-cycle emissions. We observe reduced life-cycle emissions from 0.4% to 9.6% and reduced energy consumption from 1.5% to 12.2%.