Publications

Working paper

Journal paper

• [J16] Yitong Shang, Sen Li. FedPT-V2G: security enhanced federated transformer learning for real-time v2g dispatch with non-iid data. Applied Energy, 2024. https://doi.org/10.1016/j.apenergy.2024.122626
• [J15] Yitong Shang, Zekai Li, Sen Li, Ziyun Shao, Linni Jian. An Information security solution for vehicle-to-grid scheduling by distributed edge computing and federated deep learning. IEEE Transactions on Industrial Applications, 2024. 10.1109/TIA.2024.3351960
• [J14] Zekai Li, Xiang Lei, Yitong Shang, Youwei Jia, Linni Jian. A genuine V2V market mechanism aiming for maximum revenue of each EV owner based on non-cooperative game model. Journal of Cleaner Production, 2023. https://doi.org/10.1016/j.jclepro.2023.137586
• [J13] Yanchong Zheng, Ziyun Shao, Yitong Shang, Linni Jian. Modeling the temporal and economic feasibility of electric vehicles providing vehicle-to-grid services in the electricity market under different charging scenarios. Journal of Energy Storage, 2023. https://doi.org/10.1016/j.est.2023.107579
• [J12] Yitong Shang, Weike Zheng, Xiaoyun Yan, Linni Jian. Predicting the state of health of VRLA batteries in UPS using data-driven method. Energy Reports, 2023. https://doi.org/10.1016/j.egyr.2023.04.264 (JCR Q2, IF: 5.2)
• [J11] Yitong Shang, Yimeng Shang, Hang Yu, Ziyun Shao, Linni Jian. Achieving efficient and adaptable dispatching for dual-task vehicle-to-grid using distributed edge computing and attention-based LSTM. IEEE Transactions on Industrial Informatics, 2022. 10.1109/TII.2021.3139361
• [J10] Hang Yu, Songyan Niu, Yitong Shang, Ziyun Shao, Youwei Jia, Linni Jian. Electric vehicles integration and vehicle-to-grid operation in active distribution grids: A comprehensive review on power architectures, grid connection standards and typical applications. Renewable and Sustainable Energy Reviews, 2022. https://doi.org/10.1061/JCCEE5.CPENG-5301
• [J9] Hang Yu, Yitong Shang, Songyan Niu, Cheng Zhang, Ziyun Shao, Linni Jian. Towards energy-efficient and cost-effective DC nanaogrid: A novel pseudo hierarchical architecture incorporating V2G technology for both autonomous coordination and regulated power dispatching. Applied Energy, 2022. https://doi.org/10.1016/j.rser.2022.112812
• [J8] Zekai Li, Yitong Shang, Xiang Lei, Ziyun Shao, Youwei Jia, Linni Jian. An accessible close-loop V2V charging mechanism under charging station with non-cooperative game. Energy Reports, 2022. https://doi.org/10.1016/j.egyr.2022.08.129
• [J7] Xiang Lei, Yitong Shang, Zekai Li, Ziyun Shao, Youwei Jia, Linni Jian. Grid integration of electric vehicles for optimal marginal revenue of distribution system operator in spot market. Energy Reports, 2022. https://doi.org/10.1016/j.egyr.2022.08.107
• [J6] Yitong Shang, Hang Yu, Songyan Niu, Ziyun Shao, Linni Jian. Cyber-physical co-modeling and optimal energy dispatching within internet of smart charging points for vehicle-to-grid operation. Applied Energy, 2021. https://doi.org/10.1016/j.apenergy.2021.117595
• [J5] Yitong Shang, Man Liu, Ziyun Shao, Linni Jian. Internet of smart charging points with photovoltaic Integration: A high-efficiency scheme enabling optimal dispatching between electric vehicles and power grids. Applied Energy, 2020. https://doi.org/10.1016/j.apenergy.2020.115640
• [J4] Yitong Shang, Man Liu, Ziyun Shao, Linni Jian. A centralized vehicle-to-grid scheme with distributed computing capacity engaging internet of smart charging points: Case study. International Journal of Energy Research, 2020. https://doi.org/10.1002/er.5967
• [J3] Yanchong Zheng, Songyan Niu, Yitong Shang, Ziyun Shao, Linni Jian. Integrating plug-in electric vehicles into power grids: A comprehensive review on power interaction mode, scheduling methodology and mathematical foundation. Renewable and Sustainable Energy Reviews, 2019. https://doi.org/10.1016/j.rser.2019.05.059
• [J2] Yitong Shang, Yanchong Zheng, Ziyun Shao, Linni Jian. Computational performance analysis for centralized coordinated charging methods of plug-in electric vehicles: From the grid operator perspective. International Transactions on Electrical Energy Systems, 2019. https://doi.org/10.1002/2050-7038.12229
• [J1] Yanchong Zheng, Yitong Shang, Songyan Niu, Ziyun Shao, Linni Jian. A novel real-time scheduling strategy with near-linear complexity for integrating large-scale electric vehicles into smart grid. Applied Energy, 2018. https://doi.org/10.1016/j.apenergy.2018.02.084

Conference paper

• [C7] Yitong Shang, Zekai Li, Ziyun Shao, Linni Jian. Secure and Efficient V2G Scheme through Edge Computing and Federated Learning. In SPIES. 2022 4th International Conference on Smart Power & Internet Energy Systems. 10.1109/SPIES55999.2022.10082358
• [C6] Yitong Shang, Zekai Li, Ziyun Shao, Linni Jian. Distributed V2G dispatching via LSTM network within cloud-edge collaboration framework. In I&CPS Asia. 2021 IEEE IAS Industrial and Commercial Power System Asia. 10.1109/ICPSAsia52756.2021.9621448
• [C5] Yitong Shang, Zekai Li, Ziyun Shao, Linni Jian. ISCP-Data: a vehicle-to-grid dataset for commercial center and its machine learning application. In EI2. 2021 IEEE 5th Conference on Energy Internet and Energy System Integration. 10.1109/EI252483.2021.9713203
• [C4] Zekai Li, Yitong Shang, Ziyun Shao, Linni Jian. A novel V2V charging mechanism based on bargain model within the scheme of internet of smart charging points. In EI2. 2021 IEEE Conference on Energy Internet and Energy System Integration. 10.1109/EI252483.2021.9713351
• [C3] Hang Yu, Yitong Shang, Ziyun Shao, Linni Jian. A reconfigurable hybrid AC/DC microgrid clustering architecture with decentralized control for coordinated operation. In EI2. 2021 IEEE Conference on Energy Internet and Energy System Integration. 10.1109/EI252483.2021.9713169
• [C2] Yanchong Zheng, Ziyun Shao, Yitong Shang, Linni Jian. Distributed charging control of smart electric vehicle chargers for load valley filling in distribution networks. In VPPC. 2019 IEEE Vehicle Power and Propulsion Conference. 10.1109/VPPC46532.2019.8952459
• [C1] Yitong Shang, Yanchong Zheng, Ziyun Shao, Linni Jian. A user independent choice charging strategy for electric vehicle in household smart micro-grid. In ICIA. 2017 IEEE International Conference on Information and Automation. 10.1109/ICInfA.2017.8079035