论文著作

（† 共同第一作者；* 通讯作者）

预印本

  1. Xiao, H., Fan, J., Tong, X., Zhang, J., Lu, C., and He, G.*, “PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning”, arXiv preprint arXiv:2509.18169 (2025).
  2. Lu, H., Chen, J., Zhang, J., He, G.*, Han, X., and Ouyang, M., “Multitask Battery Management with Flexible Pretraining”, arXiv preprint arXiv:2509.01323 (2025).

期刊论文

  1. Wang, Z., and He, G.*, “How do government subsidies influence pricing strategies and market equilibrium in the electric vehicle industry?”, RAIRO-Operations Research, 60(3), 1817-1835 (2026).
  2. Chen, X., Tan, P., Yang, Y., and He, G.*, “Locational Marginal Value of Battery Network”, European Journal of Operational Research, in press (2025).
  3. Huang, J., Shao, H., Gao, F., Song, J., and He, G., “A data-driven prediction-decision framework for improving the resilience of hydropower systems under drought disasters”, Annals of Operations Research, 1-29 (2025).
  4. Tao, S.*, He, G.*, and Zou, C.*, “Multi-frequency excitation enables one-second battery diagnostics across life cycle chain”, Joule, 9(12), 102230 (2025).
  5. Chen, X., Yao, J., and He, G.*, “A spatiotemporal clustering method for mobile energy storage routing and vehicle-to-grid”, eTransportation, 100478 (2025).
  6. Song, Y., Wang, J., Zhang, T., He, G., and Wang, Y., “Characterizing spatiotemporal-coupled resilience of power systems via a security region-based method”, CSEE Journal of Power and Energy Systems (2025).
  7. Wang, P., Pan, L., He, G., Li, G., Song, J., Zhou, M., and Wang, J., “Constructing a Biomass-Data Center Nexus for Circular Economy-based Energy Systems Integration”, IEEE Open Access Journal of Power and Energy, 12, 270-283 (2025).
  8. Ding, Z., Wang, J., Song, Y., Zheng, X., He, G., Chen, X., Zhang, T., Lee, W. J., et al., “Tracking the carbon footprint of global generative artificial intelligence”, The Innovation, 6(5), 100866 (2025).
  9. Wang, Z., Chen, X., and He, G.*, “How to reduce range anxiety among electric vehicle consumers through government subsidies?”, Computers & Industrial Engineering, 203, 110986 (2025).
  10. Liu, Y., Jia, M., Zhang, Y., Wang, J., He, G., Zhong, S., and Dang, Z., “RePower: An LLM-driven autonomous platform for power system data-guided research”, Patterns, 6(4), 101211 (2025).
  11. Song, J., Huang, J., He, G., and Wang, J., “Risk Measurement and Resilience Improvement of Water-Energy-Food Coupling Systems”, Chinese Journal of Management Science, 33(1), 323-334 (2025).
  12. Wu, Y. K., Yang, M., Wang, J., Tan, C. W., He, G., Tan, Z., Mohammadi, J., and Ge, L., “Guest Editorial: Knowledge- and Data-Driven Smart Energy Management in Distribution Networks”, IEEE Transactions on Industry Applications, 61(1), 1326-1328 (2025).
  13. Wang, W., Adulyasak, Y., Cordeau, J.-F., and He, G., “The heterogeneous-fleet electric vehicle routing problem with nonlinear charging functions”, Transportation Research Part C: Emerging Technologies, 170, 104932 (2025).
  14. Chen, X., Yang, Y., Wang, Z., Song, J., Wang, J., and He, G.*, “Battery Swapping Station Management with Heterogeneous Battery Functionality Degradation”, IEEE Transactions on Smart Grid, 16(1), 478-490 (2025). ESI Highly Cited Paper
  15. He, G., Ding, Y., Wu, Z., Chen, X., Zhang, D., and Song, J., “Environment-Adaptive Online Learning for Portable Energy Storage Based on Porous Electrode Model”, IEEE Transactions on Automation Science and Engineering, 22, 8386-8399 (2025).
  16. Liu, R.†, He, G.*†, Wang, X., Mallapragada, D. S., Zhao, H., Shao-Horn, Y.*, and Jiang, B.*, “A cross-scale energy optimization framework for evaluating the flexibility values of electric vehicles”, Nature Communications, 15(1), 280 (2024).
  17. Liu, S., Lu, C., and He, G.*, “Distributed electric bicycle batteries for subway station energy management as a virtual power plant”, Applied Energy, 370, 123094 (2024).
  18. Chen, X., Yang, Y., Song, J., Wang, J., and He, G.*, “Hybrid Energy Storage System Optimization With Battery Charging and Swapping Coordination”, IEEE Transactions on Automation Science and Engineering, 21(3), 4094-4105 (2024).
  19. Lu, Y., Lin, J., Guo, D., Zhang, J., Wang, C., He, G.*, and Ouyang, M.*, “Towards real-world state of health estimation: Part 1, cell-level method using lithium-ion battery laboratory data”, eTransportation, 21, 100338 (2024).
  20. Ding, Y., Qu, G., Chen, X., Wang, J., Song, J., and He, G.*, “Deep Reinforcement Learning-Based Spatiotemporal Decision of Utility-Scale Highway Portable Energy Storage Systems”, IEEE Transactions on Industry Applications, 60, 966-975 (2024).
  21. Zhang, B., He, G.*, Du, Y.*, Wen, H., Huan, X., Xing, B., and Huang, J., “Assessment of the economic impact of forecasting errors in Peer-to-Peer energy trading”, Applied Energy, 374, 123750 (2024).
  22. Wu, P., Liu, D., He, G., Zhang, S., and Lu, C., “Primary Frequency Control of Multiple ON/OFF Load Clusters Considering Capacity Uncertainty and Lock-time Constraint”, IEEE Transactions on Smart Grid, 15(4), 3585-3600 (2024).
  23. Zhang, J., Wang, Y., Jiang, B., He, H., Huang, S., Wang, C., Zhang, Y., Han, X., Guo, D., He, G.*, and Ouyang, M.*, “Realistic fault detection of li-ion battery via dynamical deep learning”, Nature Communications, 14(1), 5940 (2023). Editors’ Highlight
  24. Wang, J., Chen, L., Tan, Z., Du, E., Liu, N., Ma, J., Sun, M., Li, C., Song, J., Lu, X.*, Tan, C. W.*, and He, G.*, “Inherent spatiotemporal uncertainty of renewable power in China”, Nature Communications, 14(1), 5379 (2023). ESI Highly Cited Paper
  25. Chen, X., Yang, Y., Wang, J., Song, J., and He, G.*, “Battery valuation and management for battery swapping station”, Energy, 128120 (2023).
  26. Li, Y., Gu, Y., He, G., and Chen, Q., “Optimal dispatch of battery energy storage in distribution network considering electrothermal-aging coupling”, IEEE Transactions on Smart Grid, 14(5), 3744-3758 (2023).
  27. Zhang, Y., Cheng, V., Mallapragada, D. S., Song, J., and He, G.*, “A Model-Adaptive Clustering-Based Time Aggregation Method for Low-Carbon Energy System Optimization”, IEEE Transactions on Sustainable Energy, 14(1), 55-64 (2022).
  28. Song, J., He, G.*, Wang, J., and Zhang, P., “Shaping future low-carbon energy and transportation systems: Digital technologies and applications”, iEnergy, 1(3), 285-305 (2022).
  29. Li, Y., Wang, Y., Kang, C., Song, J., He, G.*, and Chen, Q.*, “Improving distributed PV integration with dynamic thermal rating of power distribution equipment”, iScience, 25(8), 104808 (2022).
  30. Zheng, Y., Zheng, Y., He, G.*, and Song, J.*, “Decomposition and decoupling analysis of electricity consumption carbon emissions in China”, Frontiers of Engineering Management, 9(3), 486-498 (2022).
  31. Xu, L., Guo, Q., He, G., Jia, S., and Sun, H., “Novel properties of heterogeneous delay in inverter-based cyber–physical microgrids under fully distributed control”, Applied Energy, 306, 118102 (2022).
  32. Wang, J., Ding, Z., He, G., and Chen, Q., “Guest Editorial: Special Issue on Advanced Technology and Application for Hydrogen-Integrated Transportation and Power Systems”, IEEE Transactions on Industry Applications, 58(2), 2602-2606 (2022).
  33. He, G., Michalek, J., Kar, S., Chen, Q., Zhang, D., and Whitacre, J. F., “Utility-scale portable energy storage systems”, Joule, 5(2), 379-392 (2021).
  34. Zhang, Y., Feng, Q., Zhong, S., Pei, J., Chen, F., He, G., and Dang, Z., “Digital twin accelerating development of metallized film capacitor: Key issues, framework design and prospects”, Energy Reports, 7, 7704-7715 (2021).
  35. He, G.*, Mallapragada, D. S., Bose, A., Heuberger-Austin, C. F., and Gençer, E., “Sector coupling via hydrogen to lower the cost of energy system decarbonization”, Energy & Environmental Science, 14(9), 4635-4646 (2021).
  36. He, G.*, Mallapragada, D. S., Bose, A., Heuberger, C. F., and Gençer, E., “Hydrogen Supply Chain Planning with Flexible Transmission and Storage Scheduling”, IEEE Transactions on Sustainable Energy, 12(3), 1730-1740 (2021). IEEE PES Prize Paper Award
  37. He, G.*, Kar, S., Mohammadi, J., Moutis, P., and Whitacre, J. F., “Power System Dispatch with Marginal Degradation Cost of Battery Storage”, IEEE Transactions on Power Systems, 36(4), 3552-3562 (2021).
  38. Xu, L., Guo, Q., He, G., and Sun, H., “The impact of synchronous distributed control period on inverter-based cyber–physical microgrids stability with time delay”, Applied Energy, 301, 117440 (2021).
  39. He, G., Ciez, R., Moutis, P., Kar, S., and Whitacre, J. F., “The Economic End of Life of Electrochemical Energy Storage”, Applied Energy, 273, 115151 (2020).
  40. He, G., Chen, Q., Moutis, P., Kar, S., and Whitacre, J. F., “An intertemporal decision framework for electrochemical energy storage management”, Nature Energy, 3(5), 404-412 (2018).
  41. He, G., Chen, Q., Kang, C., Xia, Q., and Poolla, K., “Cooperation of Wind Power and Battery Storage to Provide Frequency Regulation in Power Markets”, IEEE Transactions on Power Systems, 32(5), 3559-3568 (2017).
  42. He, G., Chen, Q., Kang, C., and Xia, Q., “Optimal Offering Strategy for Concentrating Solar Power Plants in Joint Energy, Reserve and Regulation Markets”, IEEE Transactions on Sustainable Energy, 7(3), 1245-1254 (2016).
  43. He, G., Chen, Q., Kang, C., and Xia, Q., “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 (2016).
  44. He, G., Chen, Q., Kang, C., Pinson, P., and Xia, Q., “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 (2016).
  45. Zou, P., Chen, Q., Xia, Q., He, G., and Kang, C., “Evaluating the Contribution of Energy Storage to Support Large-Scale Renewable Generation in Joint Energy and Ancillary Service Markets”, IEEE Transactions on Sustainable Energy, 7(2), 808-818 (2016).
  46. Zou, P., Chen, Q., Xia, Q., He, G., Kang, C., and Conejo, A. J., “Pool Equilibria Including Strategic Storage Systems”, Applied Energy, 177, 260-270 (2016).
  47. Cui, D., Shi, P., Chen, Q., He, G., Liu, J., and Su, F., “Optimal Strategy for Wind Power Bidding in Energy and Frequency Regulation Market”, Automation of Electric Power Systems, 40(13), 5-12 (2016).

会议论文

  1. Ai, Q., Fu, Z., Li, Z., Jiang, P., Wu, H., Song, J., and He, G.*, “Cognitive Scaffold: From Fluid Context to Crystallized Memory for Long-Horizon DeepResearch Agents”, in Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026.
  2. Fan, J., Xiao, H., Tan, P., Zeng, J., Song, J., Xiang, R., Zheng, K., Song, J., and He, G.*, “Automated Power Dispatch Architecture Based on Multi-Agent Collaboration”, in 2026 IEEE PES International Meeting (PES IM), pp. 1-5, 2026.
  3. An, Q., Li, G., Wang, J., Song, Y., Wang, X., Liu, Z., and He, G., “On The Decomposition of Locational Marginal Hydrogen Pricing”, in 2023 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5, July 2023.
  4. He, G., Chen, X., Yang, Y., Wang, J., and Song, J., “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, July 2022. Best Paper Award
  5. He, G.*, Zhang, D., Pi, X., Chen, Q., Kar, S., and Whitacre, J. F., “Spatiotemporal Arbitrage of Large-Scale Portable Energy Storage for Grid Congestion Relief”, in 2019 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5, Aug 2019.
  6. Zou, P., Chen, Q., Xia, Q., Kang, C., He, G., and Chen, X., “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, July 2015.

图书章节

  1. Wang, J., He, G., and Song, J., Chapter 28 in Microgrid: Theory and Practice, IEEE Press.
  2. Moutis, P., Amini, M. H., Khan, I. A., He, G., Mohammadi, J., Kar, S., and Whitacre, J. F., “A Survey of Recent Developments and Requirements for Modern Power System Control”, Chapter 10 in Pathways to a Smarter Power System, A. Taşcıkaraoğlu and O. Erdinç (Eds.), Academic Press, pp. 289-315, 2019.

已授权专利

  1. 何冠楠，丁永康，陈新江，宋洁. “基于多孔电极老化模型的移动储能在线决策方法及装置”. 国家发明专利，专利号：ZL202410089917.7. 2024年11月.
  2. 何冠楠，吴政润，谢恺煜. “基于输入凸神经网络模型的全钒液流电池仿真与优化方法”. 国家发明专利，专利号：ZL202310816933.7. 2023年9月.
  3. 丁永康，何冠楠，宋洁，陈新江. “一种基于深度强化学习的移动储能充放电时空规划方法”. 国家发明专利，专利号：ZL202211343226.2. 2023年3月.
  4. 陈新江，何冠楠，宋洁，丁永康. “混合储能系统库存路径规划方法、装置及电子设备”. 国家发明专利，专利号：ZL202211409098.7. 2023年2月.
  5. G. He, Q. Chen, D. Zhang, and J. F. Whitacre. “Method and Device for Controlling Portable Energy Storage System.” U.S. Patent No. 11,544,803. 3 Jan. 2023.
  6. 陈新江，何冠楠，杨煜，宋洁. “一种基于混合储能系统的运行决策方法及系统”. 国家发明专利，专利号：ZL202210650713.7. 2022年9月.
  7. G. He and J. F. Whitacre. “System and Method for Management of Electrochemical Energy Storage Devices.” U.S. Patent No. 11,221,366. 11 Jan. 2022.

申请中专利

  1. 何冠楠，肖亨波. “一种事件驱动时序预测方法及系统”. 国家发明专利，申请中.
  2. 何冠楠，肖亨波. “基于多粒度时序-语言路由网络的市场预测方法及系统”. 国家发明专利，申请中.
  3. 何冠楠，范竞元. “一种科学仿真语言路由器自动训练方法、系统、设备及存储介质”. 国家发明专利，申请中.
  4. 何冠楠，范竞元. “一种科学仿真语言样本合成及路由数据构建方法、系统、设备及存储介质”. 国家发明专利，申请中.
  5. 何冠楠，曾劲标. “一种基于计算图动态生成的自适应时序预测方法及系统”. 国家发明专利，申请中.
  6. 何冠楠，曾劲标. “一种基于Token级动态路由的多模态时序预测方法及系统”. 国家发明专利，申请中.
  7. 何冠楠，曾劲标. “基于语义解析的时序预测方法、系统、存储介质及设备”. 国家发明专利，申请中.
  8. 何冠楠，曾劲标. “基于语义求解的非平稳时序预测方法、系统、介质及设备”. 国家发明专利，申请中.
  9. 张育恒，何冠楠. “基于模型的自适应性聚类数据处理方法、处理器”. 国家发明专利，申请号：10867169.1.