Abstract
Connected and Automated Vehicles (CAVs) are expected to dominate our future mobility. CAVs have potential benefits for improving traffic operations and safety for all road users, reducing traffic congestion, vehicle emissions, fuel consumption, and smoothening traffic flow. Since CAVs are still on a very narrow level of implementation worldwide, their impact on traffic flow is still under investigation. Traffic simulation tools have been frequently utilized to collect more insights and clarify uncertainties associated with CAVs implementation. Many studies have investigated CAVs at the segment level; however, exploring CAVs' impact at the network level has not been conducted widely. This study aims to quantify the impacts of CAVs on the traffic operation of a diamond interchange in Abu Dhabi City, UAE, by utilizing a widely-used micro-simulation tool, namely PTV VISSIM. The performance of multiple scenarios was analyzed in terms of both traffic operations and environmental emissions, specifically average speed, average delay, and produced emissions. Moreover, the simulation was performed for different Market Penetration Rates (MPRs), starting from 0% (representing no CAVs) up to 100% (full CAVs) with an increment of 10%. Each scenario was run at three different traffic congestion levels: uncongested with a 0.8 volume-to-capacity (V/C) ratio, moderate congestion with a V/C ratio of 1, and over-congested with a V/C ratio of 1.2. Results showed that the average delay and the average speed had undergone an improvement of 15.5% and 9.66%, respectively, at 100% MPR and over-congestion level (V/C ratio =1.2). Furthermore, GHG emissions were found to be reduced by 9.6%. Moreover, it was revealed that CAVs would have a more significant role in arterial roads than freeways because of the aggressive driving behavior in arterial road driving nature.
| Original language | English |
|---|---|
| Title of host publication | 2021 14th International Conference on Developments in eSystems Engineering, DeSE 2021 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 382-387 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665408882 |
| DOIs | |
| State | Published - 2021 |
| Event | 14th International Conference on Developments in eSystems Engineering, DeSE 2021 - Sharjah, United Arab Emirates Duration: 7 Dec 2021 → 10 Dec 2021 |
Publication series
| Name | Proceedings - International Conference on Developments in eSystems Engineering, DeSE |
|---|---|
| Volume | 2021-December |
| ISSN (Print) | 2161-1343 |
Conference
| Conference | 14th International Conference on Developments in eSystems Engineering, DeSE 2021 |
|---|---|
| Country/Territory | United Arab Emirates |
| City | Sharjah |
| Period | 7/12/21 → 10/12/21 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
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SDG 11 Sustainable Cities and Communities
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SDG 13 Climate Action
Keywords
- Connected and Automated Vehicles
- Environmental Impacts
- Intelligent Transportation Systems
- Traffic Operations
- and Micro-simulation
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