个人信息:
李正烁,籍贯山东省临朐县,1988年出生。
学术身份:
教授,博士生导师。BEAT365唯一官网齐鲁青年学者
电网智能化调度与控制教育部重点实验室副主任
电气与电子工程师协会高级会员(IEEE Senior Member),中国电机工程学会高级会员,国际大电网组织(CIGRE)会员,IEEE Task Force on Future TSO-DSO Interaction成员,中国能源研究会新型电力系统专业委员会委员
国际顶级期刊《IEEE Transactions on Power Systems》《IEEE PES Letter》编辑,《CSEE Journal of Power and Energy Systems》青年学科编辑;《智慧电力》青年编委;《山东电力技术》青年编委主任
山东省电科院特聘专家
担任《IEEE Transactions on Power Systems》《IEEE Transactions on Smart Grid》《IEEE Transactions on Sustainable Energy》《Applied Energy》《中国电机工程学报》《电力系统自动化》等十余个国内外顶级期刊审稿人
学习、工作经历:
2023年3月至今,所长,beat365最新版下载电力系统研究所
2021年6月至今,副主任,电网智能化调度与控制教育部重点实验室
2019年8月至今,教授,BEAT365唯一官网
2018年9月–2019年6月,研究助理教授,美国南卫理公会大学(Southern Methodist University)
2018年1月–2018年5月,访学,美国加利福尼亚大学伯克利分校
2016年7月–2018年7月,博士后,清华大学
2014年2月–2014年5月,访学,美国阿贡国家实验室(Argonne National Laboratory)
2011年8月–2016年7月,博士研究生,电气工程,清华大学,导师: 孙宏斌教授
2007年8月–2011年7月,本科,电气工程,清华大学
研究方向:
电力和综合能源系统优化调度;
虚拟电厂和电力市场
学术著作:
学术期刊论文(部分)
1. C. Yang, Zhengshuo Li*, "Distributed Conditional-Distributionally Robust Coordination for an Electrical Power and Flexibility-Enhanced District Heating System," Applied Energy, accepted. (IF: 11.2)
2. Y. Liu, Zhengshuo Li*, and S. Sun, "A Data-driven Method for Online Constructing Linear Power Flow Model", IEEE Transactions on Industry Applications, accepted. (IF: 4.4)
3. H. Gao, Zhengshuo Li*, C. Wang, S. Chen, M. Fan, and H. Sun, "Rolling Dispatch Framework of Integrated Electricity-Gas System Considering Power-to-gas Facilities and Natural Gas Network Dynamics: Modelling and Case Studies", International Journal of Electrical Power and Energy Systems, accepted. (IF: 5.2)
4. Y. Liu, Zhengshuo Li*, and J. Zhao, "Safety-Constrained Stagewise Optimization of Droop Control Parameters for Isolated Microgrids", IEEE Transactions on Smart Grid, accepted. (IF: 9.6)
5. T. Zhang, W. Zhang, Q. Zhao and Zhengshuo Li, and J. Zhao, "Forecasting-aided Joint Topology/State Estimation for Distribution Systems via Bayesian Non-parametric Modeling", IEEE Transactions on Smart Grid, accepted. (IF: 9.6)
6. L. Xue, T. Niu, S. Fang and Zhengshuo Li, "Parameter Optimization for Var Planning of Systems with High Penetration of Wind Power: An Adaptive Equivalent Reduction Method", IEEE Transactions on Sustainable Energy, accepted. (IF: 8.8)
7. H. Gao, C. Yang, and Zhengshuo Li*, "A Modified Rank Minimization Algorithm for Nonconvex Dynamic Natural Gas System Dispatch Problems", CSEE Journal of Power and Energy Systems, accepted. (IF: 7.1)
8. C. Yang, Zhengshuo Li*, and Y. Xue, "Decentralized Distributionally Robust Joint Chance Constraint Dispatch for an Integrated Power-Heating System via Dynamic Boundary Response", CSEE Journal of Power and Energy Systems, accepted. (IF: 7.1)
9. Y. Liu, Zhengshuo Li*, and J. Zhao, "Robust Data-Driven Linear Power Flow Model with Probability Constrained Worst-Case Errors", IEEE Transactions on Power Systems, vol. 37, no. 5, pp. 4113-4116, Sep. 2022. (IF: 6.6)
10. L. Xue, T. Niu, Zhengshuo Li and F. Li, "Fast Var Margin Evaluation of High Wind Penetration Power Systems: An Objective-Oriented Dimensionality Reduction Approximation Approach," IEEE Transactions on Sustainable Energy, vol. 13, no. 3, pp. 1722-1733, Jul. 2022. (IF: 8.8)
11. Y. Liu, Zhengshuo Li*, and Y. Zhou, " Data-Driven-Aided Linear Three-Phase Power Flow Model for Distribution Power Systems," IEEE Transactions on Power Systems, vol. 37, no. 4, pp. 2783 - 2795, Jul. 2022. (IF: 6.6)
12. Y. Liu, Zhengshuo Li*, and M. Fan, "A Newton–Raphson-Based Sequential Power Flow Algorithm for Hybrid AC/DC Microgrids," IEEE Transactions on Industry Applications, vol. 58, no. 1, pp. 843-854, Jan.-Feb. 2022. (IF: 4.4)
13. C. Liu and Zhengshuo Li*, "Comparison of Centralized and Peer-to-Peer Decentralized Market Designs for Community Markets," IEEE Transactions on Industry Applications, vol. 58, no. 1, pp. 67-77, Jan.-Feb. 2022. (IF: 4.4)
14. G. Wang, Zhengshuo Li*, F. Wang, "Enhanced sufficient battery model for aggregate flexibility of thermostatically controlled loads considering coupling constraints," IEEE Transactions on Sustainable Energy, vol. 12, no. 4, pp. 2493-2496, Oct. 2021. (IF: 7.917)
15. Y. Zhou, Zhengshuo Li*, G. Wang, "Study on leveraging wind farms' robust reactive power range for uncertain power system reactive power optimization," Applied Energy, vol. 298, pp. 1-10, 2021. (IF: 9.746)
16. H. Gao, Zhengshuo Li*, "A Benders decomposition based algorithm for steady-state dispatch problem in an integrated electricity-gas system," IEEE Transactions on Power Systems, vol. 36, no. 4, pp. 3817-3820, Jul. 2021. (IF: 6.663)
17. M. Fan, Zhengshuo Li, T. Ding, L. Huang, F. Dong, Z. Ren, C. Liu, "Uncertainty evaluation algorithm in power system dynamic analysis with correlated renewable energy sources," IEEE Transactions on Power Systems, accepted. (IF: 6.663)
18. X. Lu, P. Zhang, K, Li, F. Wang, Zhengshuo Li, Z. Zhen, T. Wang, "Data center aggregators' optimal bidding and benefit allocation strategy considering the spatiotemporal transfer characteristics," IEEE Transactions on Industry Applications, vol. 57, no. 5, pp. 4486 - 4499, Sept.-Oct. 2021. (IF: 3.654)
19. Z. Chen, Zhengshuo Li, C. Guo, J. Wang and Y. Ding, "Fully distributed robust reserve scheduling for coupled transmission and distribution systems," IEEE Transactions on Power Systems, vol. 36, no. 1, pp. 169-182, Jan. 2021. (IF: 6.663)
20. P. Li, Q. Wu, M. Yang, Zhengshuo Li, and N. Hatziargyriou, "Distributed distributionally robust dispatch for integrated transmission-distribution systems," IEEE Transactions on Power Systems, vol. 36, no. 2, pp. 1193-1205, Mar. 2021. (IF: 6.663)
21. Z. Chen, Zhengshuo Li, C. Guo, Y. Ding and Y. He, "Two-stage chance-constrained unit commitment based on optimal wind power consumption point considering battery energy storage," IET Generation, Transmission & Distribution, vol. 14, no. 18, pp. 3738-3749, Sept. 2020. (IF: 2.995)
22. S. Yin, J. Wang, Zhengshuo Li and X. Fang, “State-of-the-art short-term electricity market operation with solar generation: A review,” Renewable and Sustainable Energy Reviews, vol. 138, pp. 1-16, Mar. 2021. (IF: 14.982)
23. Y. Xue, Zhengshuo Li, C. Lin, Q. Guo and H. Sun, "Coordinated dispatch of integrated electric and district heating systems using heterogeneous decomposition," IEEE Transactions on Sustainable Energy, vol. 11, no. 3, pp. 1495-1507, Jul. 2020. (IF: 7.917)
24. Y. Zhou, Zhengshuo Li* and M. Yang, "A framework of utilizing distribution power systems as reactive power prosumers for transmission power systems," International Journal of Electrical Power and Energy Systems, vol. 121, Oct. 2020. (IF: 4.630)
25. Y. Gao, J. Yang, M. Yang and Zhengshuo Li, "Deep reinforcement learning based optimal schedule for a battery swapping station considering uncertainties," IEEE Transactions on Industry Applications, vol. 56, no. 5, pp. 5775-5784, Sept./Oct. 2020. (IF: 3.654)
26. T. Hu, Q. Guo, Zhengshuo Li, X. Shen, H. Sun, "Distribution-free probability density forecast through deep neural networks," IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 2, pp. 612-625, Feb. 2020. (IF: 8.793)
27. Y. Zhang, J. Wang and Zhengshuo Li, “Interval state estimation with uncertainty of distributed generation and line parameters in unbalanced distribution systems,” IEEE Transactions on Power Systems, vol. 35, no. 1, pp. 762-772, Jan. 2020. (IF: 6.663)
28. Zhengshuo Li, H. Sun, Q. Guo, J. Wang and G. Liu, "Generalized master-slave-splitting method and application to transmission-distribution coordinated energy management," IEEE Transactions on Power Systems, vol. 34, no.6, pp. 5169-5183, Nov. 2019. (IF: 6.663)
29. J. Yu, Zhengshuo Li, Y. Guo and H. Sun, "Decentralized chance-constrained economic dispatch for integrated transmission-district energy systems," IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6724-6734, Nov. 2019. (IF: 8.960)
30. L. Deng, Zhengshuo Li, H. Sun, Q. Guo, Y. Xu, R. Chen, J. Wang and G. Ye, "Generalized locational marginal pricing in a heat-and-electricity-integrated market," IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6414-6425, Nov. 2019. (IF: 8.960)
31. Zhengshuo Li, J. Wang, H. Sun, F. Qiu, and Q. Guo, "Robust estimation of reactive power for an active distribution system," IEEE Transactions on Power Systems, vol. 34, no.5, pp. 3395-3407, Sept. 2019. (IF: 6.663)
32. H. Sun, Q. Guo, J. Qi, V. Ajjarapu, R. Bravo, J. Chow, Zhengshuo Li, R. Moghe, E. Nasr-Azadani, U. Tamrakar, G. N. Taranto, R. Tonkoski, G. Valverde, Q. Wu and G. Yang, "Review of challenges and research opportunities for voltage control in smart grids," IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 2790 - 2801, Jul, 2019. (IF: 6.663)
33. S. Fan, Zhengshuo Li, Z. Li and G. He, "Evaluating and increasing the renewable energy share of customers’ electricity consumption," IEEE Access, vol. 7, pp. 129200-129214, 2019. (IF: 3.745)
34. Y. Zhang, J. Wang and Zhengshuo Li, “Uncertainty modeling of distributed energy resources: Techniques and challenges,” Current Sustainable and Renewable Energy Reports, vol. 6, no.2, pp. 42-51, Jun. 2019.
35. Y. Chen, Q. Guo, H. Sun, Zhengshuo Li, Z. Pan and W. Wu, "A water mass method and its application to integrated heat and electricity dispatch considering thermal inertias," Energy, vol. 181, pp. 840-852, 2019. (IF: 7.147)
36. H. Jin, Zhengshuo Li, H. Sun, Q. Guo and B. Wang, "Coordination on industrial load control and climate control in manufacturing industry under TOU Prices," IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 139-152, Jan. 2019. (IF: 8.960)
37. Y. Xu, H. Sun, W. Gu, Y. Xu and Zhengshuo Li, "Optimal distributed control for secondary frequency and voltage regulation in an islanded microgrid," IEEE Transactions on Industrial Informatics, vol. 15, no. 1, pp. 225-235, Jan. 2019. (IF: 10.215)
38. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Extended sufficient conditions for exact relaxation of the complementarity constraints in storage-concerned economic dispatch," CSEE Journal of Power and Energy Systems, vol. 4, no. 4, pp. 504-512, Dec. 2018. (IF: 3.938)
39. Zhengshuo Li, Q. Guo, H. Sun, J. Wang, Y. Xu and M. Fan, "A distributed transmission-distribution-coupled static voltage stability assessment method considering distributed generation," IEEE Transactions on Power Systems, vol. 33, no. 3, pp. 2621-2632, May 2018. (IF: 6.663)
40. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "A new LMP-sensitivity-based heterogeneous decomposition for transmission and distribution coordinated economic dispatch, " IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 931-941, March 2018. (IF: 8.960)
41. M. Fan, K. Sun, D. Lane, W. Gu, Zhengshuo Li and F. Zhang, "A novel generation rescheduling algorithm to improve power system reliability with high renewable energy penetration," IEEE Transactions on Power Systems, vol. 33, no. 3, pp. 3349-3357, May 2018. (IF: 6.663)
42. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Coordinated transmission and distribution AC optimal power flow," IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 1228-1240, March 2018. (IF: 8.960)
43. H. Jin, Zhengshuo Li, H. Sun, Q. Guo and B. Wang, "A two-stage reactive power optimization in transmission network incorporating reserves from voltage-dependent loads," Energy, vol. 157, pp. 752-763, 2018. (IF: 6.082)
44. S. Fan, Zhengshuo Li, J. Wang, L. Piao and Q. Ai, "Cooperative economic scheduling for multiple energy hubs: A bargaining game theoretic perspective," IEEE Access, vol. 6, pp. 27777-27789, 2018. (IF: 3.745)
45. Y. Chen, Q. Guo, H. Sun, Zhengshuo Li, W. Wu and Z. Li, "A distributionally robust optimization model for unit commitment based on Kullback–Leibler divergence," IEEE Transactions on Power Systems, vol. 33, no. 5, pp. 5147-5160, Sept. 2018. (IF: 6.663)
46. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Impact of coupled transmission-distribution on static voltage stability assessment," IEEE Transactions on Power Systems, vol. 32, no. 4, pp. 3311-3312, Jul. 2017. (IF: 6.663)
47. Zhengshuo Li, Q. Guo, H. Sun and T. Xu, "Equivalencing-tracking-based method for incorporating distributed energy resources in transmission system economic dispatch," The Journal of Engineering, vol. 2017, no. 13, pp. 1029-1034, 2017.
48. H. Jin, Zhengshuo Li, H. Sun, Q. Guo, R. Chen and B. Wang, "A robust aggregate model and the two-stage solution method to incorporate energy intensive enterprises in power system unit commitment," Applied Energy, vol. 206, pp. 1364-1378, 2017. (IF: 9.746)
49. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Coordinated economic dispatch of coupled transmission and distribution systems using heterogeneous decomposition," IEEE Transactions on Power Systems, vol. 31, no. 6, pp. 4817-4830, Nov. 2016. (IF: 6.663)
50. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Sufficient conditions for exact relaxation of complementarity constraints for storage-concerned economic dispatch," IEEE Transactions on Power Systems, vol. 31, no. 2, pp. 1653-1654, March 2016. (IF: 6.663)
51. Zhengshuo Li, J. Wang, H. Sun and Q. Guo, "Transmission contingency screening considering impacts of distribution grids," IEEE Transactions on Power Systems, vol. 31, no. 2, pp. 1659-1660, March 2016. (IF: 6.663)
52. Zhengshuo Li, J. Wang, H. Sun and Q. Guo, "Transmission contingency analysis based on integrated transmission and distribution power flow in smart grid," IEEE Transactions on Power Systems, vol. 30, no. 6, pp. 3356-3367, Nov. 2015. (IF: 6.663)
53. H. Sun, Q. Guo, B. Zhang, Y. Guo, Zhengshuo Li and J. Wang, "Master-slave-splitting based distributed global power flow method for integrated transmission and distribution analysis," IEEE Transactions on Smart Grid, vol. 6, no. 3, pp. 1484-1492, May 2015. (IF: 8.960)
54. Zhengshuo Li, Q. Guo, H. Sun and J. Wang, "Storage-like devices in load leveling: Complementarity constraints and a new and exact relaxation method," Applied Energy, vol. 151, pp. 13-22, 2015. (IF: 9.746)
55. C. Chen, J. Wang, Zhengshuo Li, H. Sun and Z. Wang, "PMU uncertainty quantification in voltage stability analysis," IEEE Transactions on Power Systems, vol. 30, no. 4, pp. 2196-2197, July 2015. (IF: 6.663)
56. Zhengshuo Li, Q. Guo, H. Sun, S. Xin and J. Wang, "A new real-time smart-charging method considering expected electric vehicle fleet connections," IEEE Transactions on Power Systems, vol. 29, no. 6, pp. 3114-3115, Nov. 2014. (IF: 6.663)
57. Q. Guo, S. Xin, H. Sun, Zhengshuo Li and B. Zhang, "Rapid-charging navigation of electric vehicles based on real-time power systems and traffic data," IEEE Transactions on Smart Grid, vol. 5, no. 4, pp. 1969-1979, July 2014. (IF: 8.960)
58. Zhengshuo Li, Q. Guo, H. Sun, Y. Wang and S. Xin, "Emission-concerned wind-EV coordination on the transmission grid side with network constraints: Concept and case study," IEEE Transactions on Smart Grid, vol. 4, no. 3, pp. 1692-1704, Sept. 2013. (IF: 8.960)
59. Q. Guo, Y. Wang, H. Sun, Zhengshuo Li, S. Xin and B. Zhang, "Factor analysis of the aggregated electric vehicle load based on data mining," Energies, vol. 5, no. 6 pp. 2053-2070, 2012. (IF: 3.004)
60. 杨畅;李正烁*.计及可变流量调节模式的电热综合能源系统条件分布鲁棒优化调度. 中国电机工程学报(录用)
61. 田野;李正烁*;吴文传. 计及调节资源AGC动态特性的离散-连续时间随机前瞻经济调度. 中国电机工程学报(录用)
62. 李懿鑫;李正烁*;刘聪聪. 考虑光伏与电价不确定性的综合能源生产单元自调度报价策略研究. 电网技术(录用)
63. 刘聪聪; 李正烁*;张利;韩学山;吕天光. 计及BSV有限理性模型和分段点优化的发电商策略竞标模型. 电工技术学报,录用.
64. 王光瑞; 李正烁*;刘聪聪.柔性负荷聚合灵活性的多时间颗粒度评估方法. 电力自动化设备,录用.
65. 高晗, 李正烁*.具有完全隐私保护的电-气综合能源系统分布式协同算法. 电力系统自动化,2023,47(8): 71-79.
66. 刘奕彤, 李正烁*, 樊淼.基于量测反馈的交直流混合微电网分布式指令追踪方法. 电力系统自动化, 2022,46(24):85-94.
67. 田野, 李正烁*, 高晗.计及N-1线路故障的连续时间随机安全约束机组组合问题的双层分解算法. 电网技术,录用. (官微优文)
68. 高晗, 李正烁*.考虑电转气响应特性与风电出力不确定性的电-气综合能源系统协调调度.电力自动化设备, 2021, 41(9): 24-30.(官微优文)
69. 周瑜, 李正烁*.双馈风力发电场无功支撑范围的鲁棒估计.电力系统自动化, 2020, 45(5): 86-96.
70. 张宇超, 吴文传, 李正烁, 袁宇波, 王黎明.考虑分布式电源影响的分层分区精细化切负荷方法.电网技术, 2019, 43(3): 998-1005.
71. 王斐, 李正烁, 叶萌, 郭庆来, 王珂, 孙宏斌, 杨天宇.电动汽车充电对电网的影响及其优化调度研究述评.南方电网技术, 2016, 10(6): 70-80.
72. 晋宏杨, 孙宏斌, 郭庆来, 陈润泽, 李正烁.含大规模储热的光热电站—风电联合系统多日自调度方法.电力系统自动化, 2016, 40(11): 17-23.
73. 李正烁, 郭庆来, 孙宏斌, 辛蜀骏.电动汽车集群内的递阶分散最优充电方法.电力建设, 2015, 36(7): 114-119.
74. 陈润泽, 孙宏斌, 李正烁, 刘一兵.含储热光热电站的电网调度模型与并网效益分析.电力系统自动化, 2014, 38(19): 1-7.
75. 刘一兵, 吴文传, 张伯明, 巨云涛, 李正烁.基于有功-无功协调优化的主动配电网过电压预防控制方法.电力系统自动化, 2014, 38(9): 184-191.
76. 刘一兵, 吴文传, 张伯明, 李正烁, 巨云涛.基于混合整数二阶锥规划的三相有源配电网无功优化.电力系统自动化, 2014, 38(15): 58-64.
77. 李正烁, 郭庆来, 孙宏斌, 辛蜀骏.计及电动汽车充电预测的实时充电优化方法.电力系统自动化, 2014, 38(9): 61-68.
78. 刘一兵, 吴文传, 张伯明, 李正烁, 李志刚.基于混合整数二阶锥规划的主动配电网有功-无功协调多时段优化运行.中国电机工程学报, 2014, 34(16): 2575-2583.
79. 徐峰达, 郭庆来, 孙宏斌, 张伯明, 王彬, 李正烁, 丁涛, 贾琳, 许晓菲.多风场连锁脱网过程分析与仿真研究.电网技术, 2014, 38(6): 1425-1431.
80. 李正烁, 孙宏斌, 郭庆来, 王尧.计及碳排放的输电网侧“风–车协调”研究.中国电机工程学报, 2012, 32(10): 41-48.
科研项目:
1. 中国科技部,国家重点研发计划项目,2022YFB2402900 ,极高渗透率分布式光伏发电自适应并网与主动同步关键技术,2022-11至2025-10,117万元,在研,主持子课题
2. 新型电力系统运行与控制全国重点实验室,全国重点实验室项目 ,SKLD22KZ08,计及电力网络约束的可调控资源调度能力评估和分布式在线优化技术,2022-10至2023-12,12万元,在研,主持
3. 国家自然科学基金委员会,青年科学基金项目,52007105,主动配电网的鲁棒无功可调度能力研究,2021-01至2023-12,24万元,在研,主持
4. 中国科技部,国家重点研发计划,2019YFE0118400-1,基于多元柔性挖掘的主动配电网协同运行关键技术与仿真平台研究,2020-12至2023-11,190万元,在研,参与
5. 中国电机工程学会,青年人才托举工程项目,JLB-2020-170,基于鲁棒可调度能力的输配协同滚动调度方法,2020-01至2021-12,2万元,结题,主持
6. 中国博士后科学基金会,特别资助项目,2017T100078,基于“等值+追踪”模式的分布式能源分层调控方法研究,2017-11至2018-06,15万,结题,主持
7. 中国博士后科学基金会,一等面上项目,2016M600091,计及可再生能源不确定性的分布式输配协同能量管理研究,2016-11至2018-06,8万元,结题,主持
8. 中国科技部,国家重点基础研究发展计划(973计划)项目,2013CB228200,源-网-荷协同的智能电网能量管理和运行控制基础研究,2013-01至2017-10,3000万元,结题,参加
9. 中国科技部,国家高技术研究发展计划(863计划)项目,2013BAA01B01,含高比例间歇式能源的区域型智能电网集成综合示范,2013-01至2015-02,2019万元,结题,参加
10. 中国科技部,国家高技术研究发展计划(863计划)项目,2011AA11290,兼容 V2G 技术的高性能电动汽车关键技术研究,2011-12至2014-01,2140万元,结题,参加
11. 中国科技部,国家高技术研究发展计划(863计划)项目,2010DFA72760,面向中美清洁能源合作的电动汽车前沿技术研究,2010-11至2013-12,3000万元,结题,参加
联系方式:
zsli@sdu.edu.cn