IEEE Open Journal of Vehicular Technology (OJVT) 是一本开放获取的全电子期刊,发表原创高质量论文,涵盖移动无线电、机动车辆和陆地交通领域电气和电子工程的理论、实验和操作层面。我们的期刊不仅欢迎原创高质量论文,也欢迎以行业为中心的出版物,重点关注研究成果并提出对进行类似研究的人员有用的想法。

本月的第二篇精选论文由米兰理工大学、浙江大学和查尔姆斯理工大学的作者共同撰写,介绍了一种基于强化学习的方法,该方法结合专家预训练和真实电网仿真来优化电动汽车的充放电调度。通过考虑电池的实际限制并适应电网条件的变化,该方法能够降低成本、防止电网过载,并在需要时使电动汽车为电网提供支持,为大规模电动汽车队伍的高效接入提供了切实可行且可扩展的解决方案。

Smart Electric Vehicle Charging Algorithm to Reduce the Impact on Power Grids: A Reinforcement Learning Based Methodology
Federico Rossi; Cesar Diaz-Londono; Yang Li; Changfu Zou; Giambattista Gruosso
Published in volume 6, IEEE Open Journal of Vehicular Technology
https://ieeexplore.ieee.org/document/10960355

电动汽车(EV)的快速发展是推动可持续交通的重要举措,但同时也给电网带来了新的挑战。大量电动汽车同时不加协调地充电可能导致变压器过载、电压波动和峰值负荷增加,从而给电网带来压力,甚至可能需要昂贵的电网升级。

在本研究中,我们提出了一种基于强化学习(reinforcement learning)的新方法,用于在实际场景中优化电动汽车的充放电调度。该系统通过专家生成的场景进行预训练,并结合真实的电网仿真,使其能够在能源需求或可再生能源发电出现意外变化时快速且智能地做出决策。重要的是,该方法还考虑了电动汽车电池的实际特性和运行限制,如存储容量和安全工作范围,以确保高效且可靠的能源管理。

通过整合这些因素,我们的方法能够降低成本、防止电网过载,并使电动汽车在最需要时为电网提供能量支持。总体而言,该方法为电动汽车高效融入电力系统提供了切实可行且可扩展的解决方案,同时保持电网稳定、可靠,并支持不断增长的电动汽车队伍。

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CALL FOR PAPERS
IEEE Open Journal of Vehicular Technology
Special Issue on Vehicular Digital Twins: Architectures, Communication Protocols, and Applications for Internet of Vehicles Systems

With the convergence of digital modelling, 6G vehicular communication, and AI-driven autonomy, Vehicular Digital Twins (VDTs) are set to redefine how vehicles interact, adapt, and evolve in real-time. This special issue solicits high-quality contributions in systems, protocols, simulations, and real-world deployment of VDTs, with emphasis on vehicular technologies and secure communications.

We invite original contributions on, but not limited to:

  • VDT architecture and multi-layer modelling
  • Communication protocols (5G/6G, C-V2X) for real-time VDTs
  • AI and ML for adaptive twin control
  • Cybersecurity, quantum-safe VDT communication
  • Blockchain and trust management
  • Edge/cloud integration
  • Use cases (e.g., fleet management, predictive maintenance, autonomous driving)

Submission Deadlines

  • Manuscript Due Date: February 1, 2026
  • Editorial decision – first round of review: March 1, 2026
  • Deadline for resubmission for manuscripts with Reject & Resubmit editorial decision: May 1, 2026
  • Final editorial decision: June 1, 2026
  • Tentative Publication Date: July/August 2026

Submission Guidelines
Prospective authors should: review the authors instructions and paper submission instructions at https://vtsociety.org/publication/ieee-ojvt/author-instructions and https://vtsociety.org/publication/ieee-ojvt/paper-submission, respectively. Initial submissions may have up to 14 pages.
Authors should submit a manuscript through https://ieee.atyponrex.com/submission/dashboard?siteName=ojvt

Lead Guest Editor

  • Sunil Prajapat, Gachon University, Republic of Korea

Guest Editors

  • Joel Rodrigues, Federal University of Piauí, Brazil
  • Jianwei Niu, Beihang University, China
  • Ahmed Farouk Metwaly, Hamad Bin Khalifa University, Qatar