Optimal routing for electric vehicle macro-groups in urban areas: Application to the city of Santiago, Chile

With increasing penetration of Electric Vehicles (EVs) and growing interest in Vehicle to Grid (V2G) technology, the route optimization problem for EVs and the interaction with the power grid is becoming a more relevant research topic. We aim to optimize the route selection and charging/discharging patterns to improve the overall economic profits of EVs, considering time-varying energy prices, location of charging infrastructure and traveling schedules for EVs. We propose an optimization-based approach for EV routing where vehicles may recharge on-the-route at public charging infrastructure as well as at privately-owned depots. The objective function considers charging/discharging strategies under both, net billing and net metering tariff schemes. We also study some emerging technological solutions, such as autonomous vehicles, that can introduce more flexibility to the system operations. The proposed approach is evaluated using an origin-destination survey and the real traffic map around Santiago, Chile. Our results show that, while most EVs made minimum-distance home-work trips, it is optimal for some EVs to make additional trips to charge at cheaper nodes or inject at more expensive nodes, resulting in significant profit variations. Additionally, different values of charger availability influence total profit, resulting in profit fluctuations of up to 2 % in our case study. • Realistic data used to simulate a future city with high EV density. • Optimization model integrates EV routing and charging constraints effectively. • Charger distribution and tariffs influence has been assessed. • Autonomous EVs provide flexibility that can help obtain additional profit.

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Publication Details

Journal
Energy
Published
2024-11-27
DOI
https://doi.org/10.1016/j.energy.2024.133996
Citations
4
Primary Topic
Transportation and Mobility Innovations
Type
article
Field-Weighted Citation Impact
0.81

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article

Optimal routing for electric vehicle macro-groups in urban areas: Application to the city of Santiago, Chile

José A. Aguado, Enzo Sauma, S. de la Torre, Alejandro Lozano-Martos
4 citations
Energy
Transportation and Mobility Innovations
0.81
article

Optimal routing for electric vehicle macro-groups in urban areas: Application to the city of Santiago, Chile

José A. Aguado, Enzo Sauma, S. de la Torre, Alejandro Lozano-Martos
article en
4 citations

Abstract

With increasing penetration of Electric Vehicles (EVs) and growing interest in Vehicle to Grid (V2G) technology, the route optimization problem for EVs and the interaction with the power grid is becoming a more relevant research topic. We aim to optimize the route selection and charging/discharging patterns to improve the overall economic profits of EVs, considering time-varying energy prices, location of charging infrastructure and traveling schedules for EVs. We propose an optimization-based approach for EV routing where vehicles may recharge on-the-route at public charging infrastructure as well as at privately-owned depots. The objective function considers charging/discharging strategies under both, net billing and net metering tariff schemes. We also study some emerging technological solutions, such as autonomous vehicles, that can introduce more flexibility to the system operations. The proposed approach is evaluated using an origin-destination survey and the real traffic map around Santiago, Chile. Our results show that, while most EVs made minimum-distance home-work trips, it is optimal for some EVs to make additional trips to charge at cheaper nodes or inject at more expensive nodes, resulting in significant profit variations. Additionally, different values of charger availability influence total profit, resulting in profit fluctuations of up to 2 % in our case study. • Realistic data used to simulate a future city with high EV density. • Optimization model integrates EV routing and charging constraints effectively. • Charger distribution and tariffs influence has been assessed. • Autonomous EVs provide flexibility that can help obtain additional profit.

EnergyVol. 313
Pontificia Universidad Católica de Chile (CL), Millennium Institute on Immunology and Immunotherapy (CL), Universidad de Málaga (ES)
Universidad de Málaga, Ministerio de Ciencia, Innovación y Universidades, Institut Català de Nanociència i Nanotecnologia, Agencia Nacional de Investigación y Desarrollo
Sustainable cities and communities
Openalex Percentile: Top 28%
Transportation and Mobility Innovations
0.81
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