Autonomous-Vehicle-to-Grid Control Model and Framework Based on Electricity-Carbon Co-Optimization

Against the backdrop of increasing deployment of autonomous vehicles (AVs) and the imperative low-carbon transition of power grids, this paper proposes a vehicle-to-grid (V2G) model and a framework featuring electricity-carbon coordinated optimization, specifically designed for autonomous vehicles. Firstly, a novel vehicle charging/discharging control model based on model predictive control (MPC) is presented, and the simulation demonstrate its effectiveness in increasing the co-benefits of electricity and carbon while keeping the battery well-charged. Then, a novel framework of autonomous-vehicle-to-grid (AV2G) is designed to promote the consumption of new energy and achieve coordinated optimization of electric power and carbon emission.

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Publication Details

Published
2025-04-15
DOI
https://doi.org/10.1109/acpee64358.2025.11040844
Primary Topic
Electric Vehicles and Infrastructure
Type
article
Field-Weighted Citation Impact
0.00
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Autonomous-Vehicle-to-Grid Control Model and Framework Based on Electricity-Carbon Co-Optimization

Zheng Zeng, Zhihao Wei, Chunchao Hu, Kai Ying Deng et al.
Electric Vehicles and Infrastructure
article

Autonomous-Vehicle-to-Grid Control Model and Framework Based on Electricity-Carbon Co-Optimization

Zheng Zeng, Zhihao Wei, Chunchao Hu, Kai Ying Deng, Guangshe Zhao, Peng Wang
article en

Abstract

Against the backdrop of increasing deployment of autonomous vehicles (AVs) and the imperative low-carbon transition of power grids, this paper proposes a vehicle-to-grid (V2G) model and a framework featuring electricity-carbon coordinated optimization, specifically designed for autonomous vehicles. Firstly, a novel vehicle charging/discharging control model based on model predictive control (MPC) is presented, and the simulation demonstrate its effectiveness in increasing the co-benefits of electricity and carbon while keeping the battery well-charged. Then, a novel framework of autonomous-vehicle-to-grid (AV2G) is designed to promote the consumption of new energy and achieve coordinated optimization of electric power and carbon emission.

China Southern Power Grid (China) (CN)
Openalex Percentile: Top 87%
Electric Vehicles and Infrastructure
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