一、电动汽车网络优化：充电网络，车联网，交通网络

研究电动汽车参与的网络优化问题，比如车联网边缘计算、Vehicle-to-Everything（V2X）、电动汽车与电网互动（V2G）、充放电能调度与交易、充电站/换电站优化配置与调度、由电动汽车提供的电力辅助服务（调峰调频）、路径规划、物流配送、交能融合等。

From: ssr-inc.com

From: researchgate.net, Analysis of Artificial Intelligence of Things

From: makeasmartcity.com

二、电力与能源系统调度，能源与资源交易

研究电力与能源系统中各种优化决策问题，比如考虑发电和用电不确定性的系统优化调度、多种能源耦合的综合能源系统优化调度、配电网/微电网/本地局域电网的调度与控制、储能系统优化配置与调度、在线动态的电力资源配置、多智能体分布式决策等。

研究电力与能源系统中的资源交易和资源定价问题，比如配电网与输电网电力市场机制设计、电力市场与碳市场协同、点对点电力交易、电力共享、储能共享、多能源系统/智能电网/智慧城市/运输系统的能源经济、需求响应与激励机制等。

From: vecteezy.com

From: vecteezy.com

三、 无线网络，物联网，边缘计算，元宇宙

研究无线通信网络、物联网、边缘计算，元宇宙中的服务优化、资源分配和定价问题，比如无线蜂窝网的服务优化和能耗管理，无人机协助的边缘计算中的无人机路径规划、计算迁移、能量管理、无线传能，自动驾驶中的合作计算与计算迁移，面向车载元宇宙服务的带宽、计算、缓存多资源管理，智能超表面（RIS）协助的车联网和物联网。

From: devopedia.org

From: upf.edu

攥写/审稿中

1. “Observer-Based Robust Integral Reinforcement Learning for Attitude Regulation of Quadrotors,” submitted to a journal.

2. “Joint Energy-Computation Management for Electric Vehicles under Coordination of Power Distribution Networks and Computing Power Networks,”submitted to a journal.
   

3. “Joint Energy Scheduling and Computation Offloading for Parked Electric Vehicles under Uncertainties,” under preparation.

期刊论文

1. Shichu Rong, Weifeng Zhong*, Xumin Huang, Jiawen Kang, Shengli Xie, Chau Yuen“Joint Path Selection, Energy Trading, and Task Offloading in Electric Vehicle Computing and Charging Network,” IEEE Internet of Things Journal, accepted, 2024.

2. Zitao Chen, Weifeng Zhong*, Shengli Xie, Yun Zhang, “Distributed Observer-Based Optimal Cooperative Output Regulation With Control Effectiveness Faults,” IEEE Transactions on Circuits and Systems II: Express Briefs, 2023. Accepted.

3. 钟伟锋, 黄旭民*, 康嘉文, 谢胜利, “考虑信息年龄的无人机辅助智能交通系统计算卸载优化,”  电子与信息学报, 2023. Accepted. (Weifeng Zhong, Xumin Huang, Jiawen Kang, Shengli Xie, “Optimization of Computation Offloading for UAV-Assisted Intelligent Transportation Systems Considering Age of Information.”).

4. Xiaoqing Zhong, Kan Xie, Weifeng Zhong, Chao Yang, Guoxu Zhou, Shengli Xie*, “Communication-efficient distributed electricity and carbon allowance management for community microgrids with hybrid energy supply stations,” Journal of Cleaner Production, 2023. Accepted.

5. Xumin Huang, Chaoda Peng, Yuan Wu, Jiawen Kang, Weifeng Zhong, Dong In Kim, Long Qi*, “Joint Interdependent Task Scheduling and Energy Balancing for Multi-UAV Enabled Aerial Edge Computing: A Multi-Objective Optimization Approach,” IEEE Internet of Things Journal, 2023. Accepted.

6. Xiaoqing Zhong, Weifeng Zhong, Yi Liu, Chao Yang, Shengli Xie*,  “A Communication-Efficient Coalition Graph Game-based Framework for Electricity and Carbon Trading in Networked Energy Hubs,” Applied Energy, vol. 329, pp. 120221, Jan. 2023. [doi]

7. Bo Li, Kan Xie, Weifeng Zhong*, Xumin Huang, Yuan Wu, Shengli Xie, “Operation Management of Electric Vehicle Battery Swapping and Charging Systems: A Bilevel Optimization Approach,” IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 528-540, Jan. 2023. [doi]

8. Xiaoqing Zhong, Weifeng Zhong, Yi Liu, Chao Yang, Shengli Xie*, “Cooperative Operation of Battery Swapping Stations and Charging Stations with Electricity and Carbon Trading,” Energy, vol. 254, pp. 124208, Sep. 2022. [doi]

9. Weifeng Zhong, Xumin Huang, Yuan Wu, Rong Yu*, Jiawen Kang, “Decentralized Energy Management for Wireless Power Transfer Assisted Platoon Autonomous Driving: A Leader-to-Follower Approach,” IEEE Transactions on Green Communications and Networking, vol. 6, no. 4, pp. 2073-2083, Dec. 2022. [doi]

10. Weifeng Zhong, Kan Xie*, Yi, Liu, Shengli Xie, Lihua Xie “Nash Mechanisms for Market Design based on Distribution Locational Marginal Prices,” IEEE Transactions on Power Systems, vol. 37, no. 6, pp. 4297-4309, Nov. 2022. [doi]

11. Xiaoqing Zhong, Weifeng Zhong, Yi Liu, Chao Yang, Shengli Xie*, “Optimal Energy Management for Multi-Energy Multi-Microgrid Networks Considering Carbon Emission Limitations,” Energy, vol. 246, pp. 123428, May 2022. [doi]

12. Weifeng Zhong, Kan Xie*, Yi, Liu, Shengli Xie, Lihua Xie “Chance Constrained Scheduling and Pricing for Multi-Service Battery Energy Storage,” IEEE Transactions on Smart Grid, vol. 12, no. 6, pp. 5030-5042, Nov. 2021. [doi]

13. Weifeng Zhong, Shengli Xie, Kan Xie, Qiyu Yang*, Lihua Xie “Cooperative P2P Energy Trading in Active Distribution Networks: A MILP-based Nash Bargaining Solution,” IEEE Transactions on Smart Grid, vol. 12, no. 2, pp. 1264-1276, Mar. 2021. [doi]

14. Weifeng Zhong, Kan Xie*, Yi Liu, Chao Yang, Shengli Xie, Yan Zhang, “Distributed Demand Response for Multienergy Residential Communities with Incomplete Information,” IEEE Transactions on Industrial Informatics, vol. 17, no. 1, pp. 547-557, Jan. 2021. [doi]

15. Weifeng Zhong, Kan Xie*, Yi Liu, Chao Yang, Shengli Xie, “Multi-Resource Allocation of Shared Energy Storage: A Distributed Combinatorial Auction Approach,” IEEE Transactions on Smart Grid, vol. 11, no. 5, pp. 4105-4115, Sep. 2020. [doi]

16. Weifeng Zhong, Kan Xie*, Yi Liu, Chao Yang, Shengli Xie, Yan Zhang, “Online Control and Near-Optimal Algorithm for Distributed Energy Storage Sharing in Smart Grid,” IEEE Transactions on Smart Grid, vol. 11, no. 3, pp. 2552-2562, May 2020. [doi]

17. Weifeng Zhong, Kan Xie*, Yi Liu, Chao Yang, Shengli Xie, Yan Zhang, “ADMM Empowered Distributed Computational Intelligence for Internet of Energy,” IEEE Computational Intelligence Magazine, vol. 14, no. 4, pp. 42-51, Nov. 2019. [doi]

18. Weifeng Zhong, Kan Xie, Yi Liu, Chao Yang, Shengli Xie*, “Topology-Aware Vehicle-to-Grid Energy Trading for Active Distribution Systems,” IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 2137-2147, Mar. 2019. [doi]

19. Chao Yang, Yi Liu, Xin Chen*, Weifeng Zhong, Shengli Xie, “Efficient Mobility-Aware Task Offloading for Vehicular Edge Computing Networks,” IEEE Access, vol. 7, pp. 26652-26664, Mar. 2019. [doi]

20. Wenhui Zhou, Jie Wu, Weifeng Zhong, Haochuan Zhang*, Lei Shu, Rong Yu, “Optimal and Elastic Energy Trading for Green Microgrids: A Two-Layer Game Approach,” Mobile Networks and Applications, vol. 24, no. 3, pp. 950-961, Jun. 2019.

21. Jie Wu, Wenhui Zhou, Weifeng Zhong, Jinhua Liu, “Multi-Energy Demand Response Management in Energy Internet: A Stackelberg Game Approach,” Chinese Journal of Electronics, vol. 28, no. 3, pp. 640-644, May 2019.

22. Kan Xie, Weifeng Zhong, Weijun Li*, Yinhao Zhu, “Distributed Capacity Allocation of Shared Energy Storage using Online Convex Optimization,” Energies, vol. 12, no. 9, pp. 1642, Apr. 2019. [doi]

23. 刘金华, 况祥, 钟伟锋, 周文辉. 电动汽车动态无线充电自适应控制方法[J]. 电子科技大学学报, 2019, 48(4): 533-538. (Jinhua Liu, Xiang Kuang, Weifeng Zhong, Wenhui Zhou. “Adaptive Control Method for Dynamic Wireless Charging of Electric Vehicles,” Journal of University of Electronic Science and Technology of China, vol. 48, no. 4, pp. 533-538, 2019)

24. Weifeng Zhong, Chao Yang, Kan Xie, Shengli Xie*, Yan Zhang, “ADMM-based Distributed Auction Mechanism for Energy Hub Scheduling in Smart Buildings,” IEEE Access, vol. 6, pp. 45635-45645, Sep. 2018. [doi]

25. Weifeng Zhong, Rong Yu, Shengli Xie*, Yan Zhang, David K.Y. Yau, “On Stability and Robustness of Demand Response in V2G Mobile Energy Networks,” IEEE Transactions on Smart Grid, vol. 9, no. 4, pp. 3203-3212, Jul. 2018. [doi]

26. Weifeng Zhong, Kan Xie, Yi Liu, Chao Yang, Shengli Xie*, “Auction Mechanisms for Energy Trading in Multi-Energy Systems,” IEEE Transactions on Industrial Informatics, vol. 14, no. 4, pp. 1511-1521, Apr. 2018. [doi]

27. Weifeng Zhong, Rong Yu, Shengli Xie*, Yan Zhang, Danny H.K. Tsang, “Software Defined Networking for Flexible and Green Energy Internet,” IEEE Communications Magazine, vol. 54, no. 12, pp. 68-75, Dec. 2016. [doi]

28. 周文辉, 钟伟锋, 吴杰, 邹生. 面向电动汽车无线充电市场的迭代双边拍卖算法[J]. 电子科技大学学报, 2017, 46(6): 861-865, 889. (Wenhui Zhou, Weifeng Zhong, Jie Wu, Sheng Zou, “Iterative Double Auction Algorithm for Wireless Electric Vehicle Charging Market,” Journal of University of Electronic Science and Technology of China, vol. 46, no. 6, pp. 861-865+889. Dec. 2017.)

29. 郭起霖, 钟伟锋, 张浩川, 张涵, 余荣. 智能电网中异构通信网络的自适应速率控制[J]. 华南师范大学学报（自然科学版）, 2017, 49(5): 26-30. (Qilin Guo, Weifeng Zhong, Haochuan Zhang, Han Zhang, Rong Yu, “Adaptive Rate Control in Smart Grid Heterogenous Communications Networks,” Journal of South China Normal University, vol. 49, no. 5, pp. 26-30, Oct. 2017.)

30. 周文辉, 钟伟锋, 吴杰, 邹生. 面向智能电网负荷调节的自适应储能系统控制[J]. 北京邮电大学学报, 2017, 40(1): 32-35,61. (Wenhui Zhou, Weifeng Zhong, Jie Wu, Sheng Zou, “Adaptive Energy Storage System Control for Load Regulation in Smart Grid,” Journal of Beijing University of Posts and Telecommunications, vol. 40, no. 1, pp. 32-35, Feb. 2017.)

31. Wenhui Zhou, Jie Wu, Weifeng Zhong, Sheng Zou. “Electricity Consumption Scheduling with Consumers' Comfort and Preference in Smart Grid,” Chinese Journal of Electronics, vol. 25, no. 6, pp. 1151-1158, Nov. 2016.

32. Shengli Xie, Weifeng Zhong, Kan Xie, Rong Yu, Yan Zhang, “Fair Energy Scheduling for Vehicle-to-Grid Networks using Adaptive Dynamic Programming,” IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 8, pp. 1697-1707, Aug. 2016.

33. Rong Yu, Weifeng Zhong, Shengli Xie, Stein Gjessing, Yan Zhang, “Balancing Power Demand through EV Mobility in Vehicle-to-Grid Mobile Energy Networks” IEEE Transactions on Industrial Informatics, vol. 12, no. 1, pp. 79-90, Feb. 2016.

34. Rong Yu, Weifeng Zhong, Shengli Xie, Yan Zhang, Yun Zhang, “QoS Differential Transmission Scheduling in Cognitive Radio Based Smart Grid Communications Networks: An Adaptive Dynamic Programming Approach,” IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 2, pp. 435-443, Feb. 2016.

35. 周文辉, 钟伟锋, 余荣. 微电网中面向用户的自适应能量调度策略[J]. 北京邮电大学学报, 2015, 38(3): 77-81,87. (Wenhui Zhou, Weifeng Zhong, Rong Yu, “An Adaptive Energy Scheduling Strategy for Electricity Consumers in Micro Grid,” Journal of Beijing University of Posts and Telecommunications, vol. 38, no. 3, pp. 77-81, Jun. 2015.)

36. 周文辉, 钟伟锋, 余荣. 智能电网中电动汽车充电的自适应电价控制方法[J]. 电子科技大学学报, 2015, 44(4): 636-640. (Wenhui Zhou, Weifeng Zhong, Rong Yu, “Price Control for Electric Vehicle Charging in Smart Grid: Adaptive Dynamic Programming Approach,” Journal of University of Electronic Science and Technology of China, vol. 44, no. 4, pp. 636-640, Aug. 2015.)

37. Rong Yu, Jiefei Ding, Weifeng Zhong, Yi Liu, Shengli Xie, “PHEV Charging and Discharging Cooperation in V2G Networks: A Coalition Game Approach,” IEEE Internet of Things Journal, vol. 1, no. 6, pp. 578-589, Dec. 2014.

会议论文

1. Yue Zhong, Jinbo Wen, Jiawen Kang, Yuna Jiang, Lei Liu, Xuming Huang, Weifeng Zhong, “Coalition Game for Reliable Vehicle Twin Migration in Vehicular Metaverses,” The 5th International Conference on Electronics and Communication, Network and Computer Technology (ECNCT), Guangzhou, August 18-20, 2023.

2. Xumin Huang, Weifeng Zhong, Jiangtian Nie, Qin Hu, Zehui Xiong, Jiawen Kang, Tony Q. S. Quek, “Joint User Association and Resource Pricing for Metaverse: Distributed and Centralized Approaches,” IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2022),  Denver, October 20 - 22, 2022.

3. Xumin Huang, Weifeng Zhong*, Jiangtian Nie, Jiawen Kang, Zehui Xiong, Yuan Wu, Mohsen Guizani, “Joint Parking and Power Management for Electric Vehicle Edge Computing: A Bilevel Optimization Approach,” International Wireless Communications and Mobile Computing Conference (IWCMC 2022), Dubrovnik, May 30 - June 3, 2022. 

4. Xiaoqing Zhong, Weifeng Zhong, Yi Liu, Chao Yang, Shengli Xie, “Coalition Game Approach for Electricity Sharing in Multi-Energy Multi-Microgrid Network,” IEEE International Smart Cities Conference (ISC2), Manchester, 7-10 Sept. 2021. 

5. Weifeng Zhong, Kan Xie, Yi Liu, Chao Yang, Shengli Xie, Yan Zhang, “Dynamic Scheduling of Multi-Type Battery Charging Stations for EV Battery Swapping,” IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Beijing, Oct. 21-23, 2019.

6. Weifeng Zhong, Kan Xie, Yi Liu, Chao Yang, Shengli Xie, Yan Zhang, “Online Control and Near-Optimal Algorithm for Energy Storage Sharing in Smart Grid,” IEEE International Conference on Communications (ICC), Shanghai, May 20-24, 2019.

7. Chao Yang, Xin Chen, Yi Liu, Weifeng Zhong, Shengli Xie, “Efficient Task Offloading and Resource Allocation for Edge Computing-based Smart Grid Networks,” IEEE International Conference on Communications (ICC), Shanghai, May 20-24, 2019.

8. Weifeng Zhong, Kan Xie, Yi Liu, Chao Yang, Shengli Xie, “Efficient Auction Mechanisms for Two-Layer Vehicle-to-Grid Energy Trading in Smart Grid,” IEEE International Conference on Communications (ICC), Paris, May 21-25, 2017.

9. Jie Wu, Wenhui Zhou, Weifeng Zhong, Yuhua Cheng, Jinhua Liu, “Dual Energy Scheduling for Microgrids in Energy Internet: A Non-cooperative Game Approach,” IEEE International Conference on Energy Internet (ICEI), Beijing, Apr. 2017, pp. 48-52.

10. Weifeng Zhong, Rong Yu, Yan Zhang, Yue Gao, Stein Gjessing, “Adaptive Rate Control in Smart Grid Heterogenous Communications Networks,” IEEE International Conference on Computer and Information Technology (CIT), Liverpool, Oct. 26-28, 2015, pp. 12-17.

11. Weifeng Zhong, Rong Yu, Yan Zhang, Jiawen Kang, Haochuan Zhang, Shengli Xie, “Dynamic Demand Balance in Vehicle-to-Grid Mobile Energy Networks,” IEEE International Conference on Communications (ICC), London, Jun. 8-12, 2015, pp. 5589-5594.

12. Weifeng Zhong, Chuan Lu, Rong Yu, “Adaptive Price Control for Electric Vehicle Charging in Smart Grid,” IEEE International Conference on Information Science and Technology (ICIST), Changsha, Apr. 24-26, 2015, pp. 292-296.

13. Rong Yu, Jiefei Ding, Weifeng Zhong, Yan Zhang, Stein Gjessing, Alexey Vinel, Magnus Jonsson, “Price-based Energy Control for V2G Networks in the Industrial Smart Grid,” International Conference on Industrial Networks and Intelligent Systems (INISCom), Tokyo, Mar. 2-4, 2015, pp. 107-112.

14. Weifeng Zhong, Rong Yu, Yan Zhang, “Fair Energy Scheduling in Vehicle-to-Grid Networks in the Smart Grid,” IEEE International Conference on Communications (ICC), Sydney, Jun. 10-14, 2014, pp. 4246-4251.