Publication

Journal Paper

  1. Zhang, B., He, G., Du, Y., Wen, H., Huan, X., Xing, B., & Huang, J. (2024). “Assessment of the economic impact of forecasting errors in Peer-to-Peer energy trading” Applied Energy, 374, 123750.
  2. He, G., Ding, Y., Wu, Z., Chen, X., Zhang, D., & Song, J. (2024). “Environment-Adaptive Online Learning for Portable Energy Storage Based on Porous Electrode Model” IEEE Transactions on Automation Science and Engineering.
  3. Liu, S., Lu, C., & He, G. (2024). “Distributed electric bicycle batteries for subway station energy management as a virtual power plant” Applied Energy, 370, 123094.
  4. Lu, Y., Lin, J., Guo, D., Zhang, J., Wang, C., He, G., & Ouyang, M. (2024). “Towards real-world state of health estimation, Part 1: Cell-level method using lithium-ion battery laboratory data”, eTransportation, 21, 100338.
  5. Chen, X., Yang, Y., Wang, Z., Song, J., Wang, J., & He, G. (2024). “Battery Swapping Station Management With Heterogeneous Battery Functionality Degradation”. IEEE Transactions on Smart Grid.
  6. R. Liu, G. He, X. Wang, D. Mallapragada, H. Zhao, Y. Shao-Horn, and B. Jiang, “A cross-scale energy optimization framework for evaluating the flexibility values of electric vehicles”, Nature Communications, 15(1), 280 (2024).
  7. Y. Ding, G. Qu, X. Chen, J. Wang, J. Song, and G. He. “Deep Reinforcement Learning-Based Spatiotemporal Decision of Utility-Scale Highway Portable Energy Storage Systems”, IEEE Transactions on Industry Applications, 60, 966-975 (2024).
  8. Zhang, J., Wang, Y., Jiang, B., He, H., Huang, S., Wang, C., … He, G. & Ouyang, M. (2023). “Realistic fault detection of li-ion battery via dynamical deep learning”. Nature Communications, 14(1), 5940.
  9. Wang, J., Chen, L., Tan, Z., Du, E., Liu, N., Ma, J., … & He, G. (2023). “Inherent spatiotemporal uncertainty of renewable power in China”. Nature Communications, 14(1), 5379.
  10. Chen, X., Yang, Y., Song, J., Wang, J., & He, G. (2023). “Hybrid energy storage system optimization with battery charging and swapping coordination”. IEEE Transactions on Automation Science and Engineering.
  11. Chen, X., Yang, Y., Wang, J., Song, J., & He, G. (2023). “Battery valuation and management for battery swapping station”. Energy, 128120.
  12. Song, J., He, G., Wang, J., & Zhang, P. (2022). “Shaping future low-carbon energy and transportation systems: Digital technologies and applications”. iEnergy, 1(3), 285-305.
  13. Li, Y., Wang, Y., Kang, C., Song, J., He, G., & Chen, Q. (2022). “Improving distributed PV integration with dynamic thermal rating of power distribution equipment”. Iscience, 25(8).
  14. Zhang, Y., Cheng, V., Mallapragada, D. S., Song, J., & He, G. (2022). “A Model-Adaptive Clustering-Based Time Aggregation Method for Low-Carbon Energy System Optimization”. IEEE Transactions on Sustainable Energy, 14(1), 55-64.
  15. Zheng, Y., Zheng, Y., He, G., & Song, J. (2022). “Decomposition and decoupling analysis of electricity consumption carbon emissions in China”. Frontiers of Engineering Management, 9(3), 486-498.
  16. He, G., Mallapragada, D. S., Bose, A., Heuberger-Austin, C. F., & Gençer, E. (2021). “Sector coupling via hydrogen to lower the cost of energy system decarbonization”. Energy & Environmental Science, 14(9), 4635-4646.
  17. He, G., Mallapragada, D. S., Bose, A., Heuberger, C. F., & Gençer, E. (2021). “Hydrogen supply chain planning with flexible transmission and storage scheduling”. IEEE Transactions on Sustainable Energy, 12(3), 1730-1740.
  18. He, G., Michalek, J., Kar, S., Chen, Q., Zhang, D., & Whitacre, J. F. (2021). “Utility-scale portable energy storage systems”. Joule, 5(2), 379-392.
  19. He, G., Kar, S., Mohammadi, J., Moutis, P., & Whitacre, J. F. (2020). “Power system dispatch with marginal degradation cost of battery storage”. IEEE Transactions on Power Systems, 36(4), 3552-3562.
  20. He, G., Ciez, R., Moutis, P., Kar, S., & Whitacre, J. F. (2020). “The economic end of life of electrochemical energy storage”. Applied Energy, 273, 115151.
  21. He, G., Chen, Q., Moutis, P., Kar, S., & Whitacre, J. F. (2018). “An intertemporal decision framework for electrochemical energy storage management”. Nature Energy, 3(5), 404-412.
  22. He, G., Chen, Q., Kang, C., Xia, Q., & Poolla, K. (2016). “Cooperation of wind power and battery storage to provide frequency regulation in power markets”. IEEE Transactions on Power Systems, 32(5), 3559-3568.
  23. He, G., Chen, Q., Kang, C., Pinson, P., & Xia, Q. (2015). “Optimal bidding strategy of battery storage in power markets considering performance-based regulation and battery cycle life”. IEEE Transactions on Smart Grid, 7(5), 2359-2367.
  24. He, G., Chen, Q., Kang, C., & Xia, Q. (2016). “Optimal offering strategy for concentrating solar power plants in joint energy, reserve and regulation markets”. IEEE Transactions on Sustainable Energy, 7(3), 1245-1254.
  25. He, G., Chen, Q., Kang, C., & Xia, Q. (2016). “Optimal operating strategy and revenue estimates for the arbitrage of a vanadium redox flow battery considering dynamic efficiencies and capacity loss”. IET Generation, Transmission & Distribution, 10(5), 1278-1285.
  26. Zou, P., Chen, Q., Xia, Q., He, G., & Kang, C. (2015). “Evaluating the contribution of energy storages to support large-scale renewable generation in joint energy and ancillary service markets”. IEEE Transactions on Sustainable Energy, 7(2), 808-818.
  27. Zou, P., Chen, Q., Xia, Q., He, G., Kang, C., & Conejo, A. J. (2016). “Pool equilibria including strategic storage”. Applied energy, 177, 260-270.

Conference Proceeding

  1. He, G., Chen, X., Yang, Y., Wang, J., & Song, J. (2022, July). Hybrid Portable and Stationary Energy Storage Systems with Battery Charging and Swapping Coordination. In 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) (pp. 1465-1470). IEEE.
  2. He, G., Zhang, D., Pi, X., Chen, Q., Kar, S., & Whitacre, J. (2019, August). Spatiotemporal arbitrage of large-scale portable energy storage for grid congestion relief. In 2019 IEEE Power & Energy Society General Meeting (PESGM) (pp. 1-5). IEEE.
  3. Zou, P., Chen, Q., Xia, Q., Kang, C., He, G., & Chen, X. (2015, July). Modeling and algorithm to find the economic equilibrium for pool-based electricity market with the changing generation mix. In 2015 IEEE Power & Energy Society General Meeting (pp. 1-5). IEEE.

Patent

  1. X. Chen, G. He, Y. Yang, J. Song. 一种基于混合储能系统的运行决策方法及系统. (专利号：ZL202210650713.7)
  2. Y. Ding, G. He, J. Song, X. Chen. 一种基于深度强化学习的移动储能充放电时空规划方法 (申请号：202211343226.2)
  3. Y. Zhang，G. He, CSI0996PKU-基于模型的自适应性聚类数据处理方法、处理器 (申请号：10867169.1)
  4. G. He and J. F. Whitacre. “System and Method for Management of Electrochemical Energy Storage Devices,”2018, International Patent Appl. PCT/US18/46537, August 13, 2018.
  5. X. Chen, G. He, Y. Ding, J. Song. 混合储能系统库存路径规划方法、装置及电子设备. (专利号：ZL202211409098.7)

Book Chapter

  1. Chapter 28 - Microgrid: Theory and Practice[M] Jianxiao Wang, Guannan He, Jie Song. IEEE Press.
  2. Chapter 10 - A Survey of Recent Developments and Requirements for Modern Power System Control P. Moutis, H. Amini, I.A. Khan, G. He, J. Mohammadi, S. Kar, and J. F. Whitacre Pathways to a Smarter Power System, Academic Press, pp. 289-315, 2019.