Authors: Mahsa Sahebdel, Ali Zeynali, Noman Bashir, Prashant Shenoy, Mohammad Hajiesmaili

Published on: January 03, 2024

Impact Score: 8.27

Arxiv code: Arxiv:2402.01644

Summary

• What is new: This paper introduces a holistic approach to decrease carbon emissions in ridesharing without greatly impacting rider wait times and driver ride assignments.
• Why this is important: Ridesharing services, despite being convenient, have been shown to increase carbon emissions due to the high number of deadhead miles.
• What the research proposes: A method involving carbon- and equity-aware ride assignments along with fuel-efficient routing to reduce emissions while maintaining service quality.
• Results: The approach resulted in significant emissions reduction with only a slight increase in rider waiting times.

Technical Details

Technological frameworks used: E$^2$-RideKit

Models used: Carbon- and equity-aware ride assignment algorithms, fuel-efficient routing analysis

Data used: Route data from Google Maps

Potential Impact

Ridesharing platforms, urban mobility services, and companies involved in urban planning and environmental sustainability initiatives

Want to implement this idea in a business?

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