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Li Zhengshuo,Place of OriginLinqu County, Shandong Province, born in 1988.
Academic identity:
Professor, doctoral supervisor. Qilu Young Scholar of Shandong University
Deputy Director of the Key Laboratory of Intelligent Power Grid Dispatch and Control, Ministry of Education
Institute of Electrical and Electronics EngineersPremium member（IEEE Senior Member），Senior member of China Electrical Engineering Society，Member of International Power Grid Organization (CIGRE)，Member of IEEE Task Force on Future TSO-DSO Interaction，Member of the New Power System Professional Committee of China Energy Research Association
Top International Journal《IEEE Transactions on Power Systems》《IEEE PES Letter》Editor,《Youth subject editor of CSEE Journal of Power and Energy Systems; Youth Editorial Board member of "Smart Electricity"; Director of the Youth Editorial Board of "Shandong Electric Power Technology"
Specially appointed expert from Shandong Electric Power Research Institute
Served as "IEEE Transactions on Power Systems》《IEEE Transactions on Smart Grid》《IEEE Transactions on Sustainable Energy》《Applied Energy》《China MotorReviewer of more than ten top domestic and foreign journals such as Journal of Engineering" and "Power System Automation"
Study and work experience:
2023Year3Month to present,Director, Institute of Power Systems, School of Electrical Engineering, Shandong University
2021Year6Month to present,Deputy Director, Key Laboratory of Intelligent Power Grid Dispatch and Control, Ministry of Education
2019Year8Month to present,Professor, Shandong University
2018Year9month–2019Year6month,Research Assistant Professor, Southern Methodist University (Southern Methodist University）
2018Year1month–2018Year5month,Visiting Study, University of California, Berkeley
2016Year7month–2018Year7month,Postdoc, Tsinghua University
2014Year2month–2014Year5month,Visiting Study, Argonne National Laboratory (Argonne National Laboratory）
2011Year8month–2016Year7month,PhD candidate, Electrical Engineering, Tsinghua University, Tutor: Professor Sun Hongbin
2007Year8month–2011Year7month,Undergraduate, Electrical Engineering, Tsinghua University
Research direction:
Optimal dispatching of electric power and integrated energy systems;
Virtual power plant and electricity market
Academic works:
Academic journal article (part)
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: Modeling 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. M88 Online Live Casinom88 sports betting67-77, 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 producers 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. Yang Chang;Li Zhengshuo*.Conditional distribution robust optimization dispatch of electric and thermal integrated energy systems taking into account variable flow regulation mode. Chinese Journal of Electrical Engineering (accepted)
61. field;Li Zhengshuo*;Wu Wenchuan. Taking into account adjustment resourcesAGCDiscretization of dynamic characteristics-Continuous time stochastic look-ahead economic dispatch. Chinese Journal of Electrical Engineering (accepted)
62. Li Yixin;Li Zhengshuo*;Liu Congcong. Research on the self-scheduling quotation strategy of comprehensive energy production units considering the uncertainty of photovoltaic and electricity prices. Power grid technology (recruitment)
63. Liu Congcong; Li Zhengshuo*;Zhang Li;Han Xueshan;Lu Tianguang. Taken into considerationBSVBounded rationality model and segmented point optimization power generator strategic bidding model. Journal of Electrical Engineering, Accepted.
64. Wang Guangrui; Li Zhengshuo*;Liu Congcong.Multi-time granularity assessment method for flexible load aggregation flexibility. Power automation equipment, hired.
65. Gao Han, Li Zhengshuo*． Electricity with complete privacy protection-Distributed collaborative algorithm for gas integrated energy system. Power system automation,2023,47(8): 71-79.
66. Liu Yitong, Li Zhengshuo*, Fan Miao． Distributed instruction tracking method for AC and DC hybrid microgrid based on measurement feedback. Power system automation, 2022,46(24):85-94.
67. field, Li Zhengshuo*, Gao Han． take into accountN-1Double-layer decomposition algorithm for continuous-time stochastic safety-constrained unit combination problem with line faults. Power grid technology,Accepted. （Official WeChat account)
68. Gao Han, Li Zhengshuo*． Considering the response characteristics of electricity to gas and the uncertainty of wind power output-Coordinated dispatch of gas integrated energy system. Power automation equipment, 2021, 41(9): 24-30.（Official WeChat account）
69. Zhou Yu, Li Zhengshuo*. Robust estimation of reactive power support range for doubly-fed wind farms., 2020, 45(5): 86-96.
70. Zhang Yuchao, Wu Wenchuan, Li Zhengshuo, Yuan Yubo, Wang Liming. A hierarchical partitioning refined load shedding method considering the impact of distributed power sources., 2019, 43(3): 998-1005.
71. Wang Fei, Li Zhengshuo, Ye Meng, Guo Qinglai, Wang Ke, Sun Hongbin, Yang Tianyu． A review of research on the impact of electric vehicle charging on the power grid and its optimal dispatch., 2016, 10(6): 70-80.
72. Jin Hongyang, Sun Hongbin, Guo Qinglai, Chen Runze, Li Zhengshuo． Multi-day self-scheduling method for solar thermal power station-wind power combined system with large-scale heat storage., 2016, 40(11): 17-23．
73. Li Zhengshuo, Guo Qinglai, Sun Hongbin, Xin Shujun. Hierarchical decentralized optimal charging method within electric vehicle clusters., 2015, 36(7): 114-119．
74. Chen Runze, Sun Hongbin, Li Zhengshuo, Liu Yibing． Grid dispatch model and grid connection benefit analysis of solar thermal power stations with heat storage., 2014, 38(19): 1-7．
75. Liu Yibing, Wu Wenchuan, Zhang Boming, Juyuntao, Li Zhengshuo． Based on merit-Active distribution network overvoltage prevention and control method with reactive power coordination and optimization. Power system automation, 2014, 38(9): 184-191.
76. Liu Yibing, Wu Wenchuan, Zhang Boming, Li Zhengshuo, Ju Yuntao． Reactive power optimization of three-phase active distribution network based on mixed integer second-order cone programming., 2014, 38(15): 58-64.
77. Li Zhengshuo, Guo Qinglai, Sun Hongbin, Xin Shujun. Real-time charging optimization method taking into account electric vehicle charging prediction., 2014, 38(9): 61-68．
78. Liu Yibing, Wu Wenchuan, Zhang Boming, Li Zhengshuo, Li Zhigang． Active power distribution network based on mixed integer second-order cone programming-Reactive power coordinated multi-time optimization operation. Chinese Journal of Electrical Engineering, 2014, 34(16): 2575-2583．
79. Xu Fengda, Guo Qinglai, Sun Hongbin, Zhang Boming, Wang Bin, Li Zhengshuo, Ding Tao, Jia Lin, Xu Xiaofei. Analysis and simulation research on the chain disconnection process of multiple wind farms., 2014, 38(6): 1425-1431.
80. Li Zhengshuo, Sun Hongbin, Guo Qinglai, Wang Yao． Research on "wind-vehicle coordination" on the transmission grid side taking into account carbon emissions., 2012, 32(10): 41-48.
Scientific research project:
1. China Ministry of Science and Technology, National Key R&D Program Project,2022YFB2402900 ，Key technologies for adaptive grid connection and active synchronization of extremely high penetration distributed photovoltaic power generation，2022-11To2025-10，11710,000 yuan, in research, presiding over sub-project
2. National Key Laboratory of New Power System Operation and Control，National Key Laboratory Project ，SKLD22KZ08，Regulable resource scheduling capability evaluation and distributed online optimization technology taking into account power network constraints，2022-10To2023-12，1210,000 yuan, in research, in charge
3. National Natural Science Foundation of China，Youth Science Fund Project，52007105, Research on robust reactive power dispatchability of active distribution network,2021-01To2023-12，2410,000 yuan, in research, in charge
4. China Ministry of Science and Technology, National Key R&D Program,2019YFE0118400-1，Research on key technologies and simulation platform for collaborative operation of active distribution network based on multi-dimensional flexible mining，2020-12To2023-11，19010,000 yuan, under research, participating
5. China Electrical Engineering Society, Young Talent Promotion Project,JLB-2020-170，Transmission and distribution collaborative rolling scheduling method based on robust schedulability，2020-01To2021-12，210,000 yuan, conclusion, hosting
6. China Postdoctoral Science Foundation, special funding project,2017T100078, based on "equivalent+Research on hierarchical control method of distributed energy resources in “tracking” mode,2017-11To2018-06，15Wan, conclusion, host
7. China Postdoctoral Science Foundation, first-class general project,2016M600091，Research on distributed transmission and distribution collaborative energy management taking into account the uncertainty of renewable energy，2016-11To2018-06，810,000 yuan, conclusion, hosting
8. China Ministry of Science and Technology, National Key Basic Research Development Plan (973Plan) project,2013CB228200, source-Net-Basic research on energy management and operation control of smart grid with load synergy，2013-01To2017-10，300010,000 yuan, answer the question, participate
9. China Ministry of Science and Technology, National High Technology Research and Development Plan (863Plan) project,2013BAA01B01，Comprehensive demonstration of regional smart grid integration with a high proportion of intermittent energy，2013-01To2015-02，201910,000 yuan, answer the question, participate
10. China Ministry of Science and Technology, National High Technology Research and Development Plan (863Plan) project,2011AA11290, compatible V2G Research on key technologies of high-performance electric vehicles,2011-12To2014-01，214010,000 yuan, answer the question, participate
11. China Ministry of Science and Technology, National High Technology Research and Development Plan (863Plan) project,2010DFA72760，Research on cutting-edge electric vehicle technology for Sino-US clean energy cooperation，2010-11To2013-12，300010,000 yuan, answer the question, participate
Contact information:
zsli@sdu.edu.cn
