AUTHOR=Wang Zhidong , Yang Fuyuan , Lai Shuying , Tao Yuechuan , Zhang Jiawei TITLE=Integration of electric vehicles in electricity-carbon market toward eco-transport futures JOURNAL=Frontiers in Smart Grids VOLUME=Volume 4 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/smart-grids/articles/10.3389/frsgr.2025.1488468 DOI=10.3389/frsgr.2025.1488468 ISSN=2813-4311 ABSTRACT=Integrating electric vehicles (EVs) into the electricity and carbon markets presents a promising pathway toward sustainable transportation futures. This article proposes a comprehensive framework that synergizes the operations of the electricity and carbon markets with the growing adoption of EVs. The proposed framework includes a low-carbon transmission network operation model that integrates the electricity and carbon markets, facilitating optimal energy dispatch while minimizing carbon emissions. In addition, the framework extends to distribution network operations, incorporating a double carbon taxation mechanism to address emissions at both the generation and consumption levels. A carbon emission flow model is employed to meticulously trace carbon emissions across the supply chain, enhancing transparency and accountability. The framework also introduces an EV-integrated traffic flow model that captures the interactions between transportation networks and energy demand, influencing traffic dynamics and EV charging behaviors. Furthermore, a planning and pricing model for EV charging stations is developed, incorporating carbon costs into the pricing strategy to incentivize eco-friendly practices. The multilevel solution algorithm ensures an iterative convergence of decision variables across transmission, distribution, and transportation networks, ultimately fostering an integrated eco-transport system. This work contributes to the development of sustainable transport systems by promoting efficient EV integration and supporting decarbonization efforts in both the energy and transportation sectors.