Evaluating the Impact of Automated Vehicles on Residential Location Distribution using Activity-based Accessibility: A Case Study of Japanese Regional Areas

12/17/2022
by   Lichen Luo, et al.
0

Automated Vehicles (AVs) are expected to disrupt the transport sector in the future. Extensive research efforts have been dedicated to studying its potential implications. However, the existing literature is yet limited regarding the long-term impacts. To fill this gap, this paper estimates and validates a residential location choice model to evaluate the impacts of AVs on residential location distributions in a context of Japanese regional area. Activity-based accessibility is used to reflect the changes from AVs in transport costs. The year 2040 is set as the backdrop for the analyses, where the effects of the decreased population are reflected in the scenario settings, along with some other variables to accommodate the uncertainties in the characteristics of AVs. The simulation results confirm the potential of urban expansion. The results demonstrate that, compared to Base Scenario, the median distances between the residences and the closest Dwelling Attraction Areas expand by 7.2 policy mandates are then applied to alleviate the problem. The results suggest that providing a 20 with relatively conservative AV settings, as the median distance indicator can be resumed to the level of Base Scenario.

READ FULL TEXT
research
12/02/2020

The Role of Urban Form in the Performance of Shared Automated Vehicles

The technology of Shared Automated Vehicles (SAVs) has advanced signific...
research
02/26/2018

Bayesian regional flood frequency analysis for large catchments

Regional flood frequency analysis is commonly applied in situations wher...
research
11/10/2020

Network Impacts of Automated Mobility-on-Demand: A Macroscopic Fundamental Diagram Perspective

Technological advancements have brought increasing attention to Automate...
research
06/08/2023

Eliciting the Double-edged Impact of Digitalisation: a Case Study in Rural Areas

Designing systems that account for sustainability concerns demands for a...
research
08/18/2023

Logistics Hub Location Optimization: A K-Means and P-Median Model Hybrid Approach Using Road Network Distances

Logistic hubs play a pivotal role in the last-mile delivery distance; ev...
research
05/11/2021

GNOME and LBM Model Evaluation on Ocean Oil Spill Far-Field Impacts to Highly Sensitive Areas

In case of an ocean oil spill, there are certain areas, e.g. shrimp farm...

Please sign up or login with your details

Forgot password? Click here to reset