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  • 清华大学电机系
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    清华大学电机系本科生
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    清华大学电机系研究生
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    清华大学电机系校友会
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    清华大学能源互联网创新研究院
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    清华四川能源互联网研究院
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本科生微信二维码

北京院微信公众号

四川院微信公众号

全部教师

蔺晨晖

副研究员

研究方向

电力系统运行调控、主动配电网、数据驱动/机器学习理论的应用

北京市海淀区清华大学西主楼3区405

linchenhui@tsinghua.edu.cn

010-62792611

  • 个人介绍
  • 学术兼职
  • 论著专利
  • 教学情况
  • 科研项目

个人简介

2015年清华大学本科毕业,2020年于清华大学博士毕业(优秀博士学位论文)。IEEE Senior Member,中国科协青托,硕士生导师,兼任清华四川能源互联网研究院配网与新能源研究所所长助理。

主要研究方向:电力系统运行调控、主动配电网、机器学习理论在电力系统中的应用。

入选中国科协青年人才托举工程,智能电网国家科技重大专项课题负责人,主持国家自然科学基金、北京市科技计划等项目15项。曾获北京市科技进步一等奖(排名2/15)、中国电力企业联合会电力创新特等奖(排名3/15)、中国电工技术学会科技进步二等奖(排名1/10)、中国发明协会发明创业二等奖、清华大学优秀博士学位论文奖、中国科协优秀科技论文、领跑者F5000顶尖论文、日内瓦国际发明展金奖(两次)。担任IEEE PES 能源互联网协调委员会技术程序主席、中国电工技术学会主动配电网及分布式电源专委会首届委员、IEEE P2048.501工作组秘书、IET能源转换与经济青年专家委员 ,国际期刊《IET Renewable Power Generation》、《Elsevier's ePrime》、《Technology Review for Carbon Neutrality》、《中国电力》、《Protection and Control of Modern Power Systems》等期刊编委。发表学术论文50余篇,申请发明专利70余项,累计被引1400余次。研发了高比例新能源电力系统主配协同能量管理、主动配电网运行调控与集群控制系统及装备,在多个网省级电网推广应用。

个人荣誉

2025年 中国电工技术学会科技进步二等奖(排名1/10)

2025年 吉林省科技进步二等奖(排名4,高校第1)

2025年 中国发明协会发明创业二等奖

2024年 入选中国科协青年人才托举工程

2024年 国家电网有限公司科技进步二等奖(排名4,高校第1)

2023年 北京市科技进步一等奖(排名2/15)

2023年 中国电力企业联合会 电力科技创新大奖(特等,排名3/15)

2023年 日内瓦国际发明展金奖(排名3)

2023年 中国电力科技进步三等奖(排名3,高校第1)

2023年 国网冀北电力有限公司科技进步一等奖(排名3,高校第1)

2022年 中国科协优秀科技论文

2022年 日内瓦国际发明展金奖

2020年 清华大学优秀博士学位论文

2020年 北京市优秀毕业生

2019年 清华大学研究生一二九奖学金(入围特等奖学金答辩)

学术组织

IEEE Senior Member

中国电工技术学会高级会员

IEEE PES 能源互联网协调委员会 技术程序主席

中国电工技术学会 主动配电网及分布式电源专委会 首届委员

IEEE P2048.501工作组 秘书

IEEE 综合能源系统建模与规划工作组 联合召集人

期刊编委

IET Renewable Power Generation 编委

Protection and Control of Modern Power Systems 青年编委

Energy Conversion and Economics 青年编委

IET Energy Systems Integration 青年编委

Technology Review for Carbon Neutrality 青年编委

《中国电力》青年编委

特刊主编

2023.03,Processes,Process Design and Modeling of Low Carbon Energy Systems

2023.05,《中国电力》,分布式智能电网的规划、运行和交易专栏

2023.11,《电力需求侧管理》,统计机器学习在新型电力系统用户侧中的应用专栏

2023.11,《中国电力》,新型电力系统不确定性建模与运行决策专栏

2024.01,《山东电力技术》,面向新型电力系统灵活性提升的建模、规划与运行技术专栏

2024.06,《中国电力》,规模化综合能源系统规划与运行技术专栏

2024.11,Processes,Modeling, Operation and Control in Renewable Energy Systems

2024.12,《电力自动化设备》,主动配电网运行控制与供需互动技术专题

2025.05,《中国电力》,低碳高可靠配电网的灵活运行与规划

2025.06,Electronics,Advancing Power System Intelligence: AI-Based Forecasting, Operation, and Control

会议职务

2024 IEEE PES General Meeting分会主席

2024 International Conference on Power and Energy Technology技术委员会委员

2024 IEEE International Electrical and Energy Conference分会主席

2023 International Conference on Energy, Electrical and Power Engineering分会主席

期刊论文

  1. Lin C, Wu W, Zhang B, Wang B, Zheng W, Li Z. Decentralized Reactive Power Optimization Method for Transmission and Distribution Networks Accommodating Large-scale DG Integration. IEEE Transactions on Sustainable Energy, 2017, 8(1): 363-373. (link)

  2. Lin C, Wu W, Zhang B, Sun Y. Decentralized Solution for Combined Heat and Power Dispatch Through Benders Decomposition. IEEE Transactions on Sustainable Energy, 2017, 8(4): 1361-1372. (link)

  3. Lin C, Wu W, Chen X, Zheng W. Decentralized Dynamic Economic Dispatch for Integrated Transmission and Active Distribution Networks Using Multi-Parametric Programming. IEEE Transactions on Smart Grid, 2018, 9(5): 4983-4993. (link)

  4. Lin C, Wu W, Guo Y. Decentralized Robust State Estimation of Active Distribution Grids Incorporating Microgrids Based on PMU Measurements. IEEE Transactions on Smart Grid, 2020, 11(1): 810-820. (link)

  5. Lin C, Wu W, Shahidehpour M. Decentralized AC Optimal Power Flow for Integrated Transmission and Distribution Grids. IEEE Transactions on Smart Grid, 2020, 11(3): 2531-2540. (link)

  6. Lin C, Wu W, Wang B, Shahidehpour M, Zhang B. Joint Commitment of Generation Units and Heat Exchange Stations for Combined Heat and Power Systems. IEEE Transactions on Sustainable Energy, 2020, 11(3): 1118-1127. (link)

  7. Lin C, Wu W, Shahidehpour M, Guo Y, Wang B. A Non-Iterative Decoupled Solution of the Coordinated Robust OPF in Transmission and Distribution Networks With Variable Generating Units. IEEE Transactions on Sustainable Energy, 2020, 11(3): 1579-1588. (link)

  8. Wang Q, Lin C, Wu W, Wang B, Wang G, Liu H, Zhang H, Zhang J. A Nested Decomposition Method for the AC Optimal Power Flow of Hierarchical Electrical Power Grids. IEEE Transactions on Power Systems, 2023, 38(3): 2594-2609. (link)

  9. Wang Q, Wu W, Lin C, Yang Y, Wang B. A Spatio-temporal Decomposition Method for the Coordinated Economic Dispatch of Integrated Transmission and Distribution Grids. IEEE Transactions on Power Systems, 2024, 39(3): 4835-4851. (link)

  10. Li L, Lin C, Guo Y, Wu W, Shahidehpour M. A Distributed Dispatch Approach for Enhancing Renewable Integration in Grid-Connected Microgrid with Bi-Directional Power-Hydrogen Systems. IEEE Transactions on Sustainable Energy, 2025, 16(4): 2731-2745. (link)

  11. Ma X, Lin C, Liu D, Jiang Y, Wang Q, Wu W. Coordinated Primary and Secondary Robust Voltage Control for Islanded Microgrids with Hybrid Grid-Following and Grid-Forming Photovoltaics. International Journal of Electrical Power & Energy Systems, 2026, 177: 111853. (link)

  12. Chen X, Wu W, Zhang B, Lin C. Data-Driven DG Capacity Assessment Method for Active Distribution Networks. IEEE Transactions on Power Systems, 2017, 32(5): 3946-3957. (link)

  13. Zheng W, Wu W, Zhang B, Lin C. Distributed Optimal Residential Demand Response Considering Operational Constraints of Unbalanced Distribution Networks. IET Generation, Transmission & Distribution, 2018, 12(9): 1970-1979. (link)

  14. Xue Y, Li Z, Lin C, Guo Q, Sun H. Coordinated Dispatch of Integrated Electric and District Heating Systems Using Heterogeneous Decomposition. IEEE Transactions on Sustainable Energy, 2020, 11(3): 1495-1507. (link)

  15. Chen B, Wu W, Lin C, Guo Q, Sun H. Improving Flexibility for Microgrids by Coordinated Optimization of Electricity and Steam Networks. IEEE Transactions on Sustainable Energy, 2021, 12(1): 314-324. (link)

  16. Chen B, Wu W, Lin C, Sun H. Coordination of Electricity and Natural Gas Systems: An Incentive-Compatible Mutual Trust Solution. IEEE Transactions on Power Systems, 2021, 36(3): 2491-2502. (link)

  17. Wu C, Yang L, Lin C. Multiparametric Programming-Based Coordinated Economic Dispatch of Integrated Electricity and Natural Gas System. IEEE System Journal, 2023, 17(2): 2523-2533. (link)

  18. Wu C, Gu W, Yi Z, Lin C, Long H. Non-Cooperative Differential Game and Feedback Nash Equilibrium Analysis for Real-time Electricity Markets. International Journal of Electrical Power & Energy Systems, 2023, 144: 108561. (link)

  19. Xu S, Wu W, Yang Y, Lin C, Liu Y. Chance-Constrained Joint Dispatch of Generation and Wind Curtailment-Load Shedding Schemes with Large-Scale Wind Power Integration. IEEE Transactions on Sustainable Energy, 2023, 14(4): 2220-2233. (link)

  20. Yang Y, Wu W, Xu S, Lin C, Wang B. Allocating Cost of Uncertainties from Renewable Generation in Stochastic Electricity Market: General Mechanism and Analytical Solution. IEEE Transactions on Power Systems, 2024, 39(2): 4224-4239. (link)

  21. Wang S, Wu W, Lin C, Chen B. A Dynamic Equivalent Energy Storage Model of Natural Gas Networks for Joint Optimal Dispatch of Electricity-Gas Systems. IEEE Transactions on Sustainable Energy, 2024, 15(1): 621-632. (link)

  22. Wang Q, Wu W, Lin C, Xu S, Wang S, Tian J. An exact relaxation method for complementarity constraints of energy storages in power grid optimization problems. Applied Energy, 2024, 371: 123592. (link)

  23. Yang Y, Lin C, Xu L, Yang X, Wu W, Wang B. Accelerating Optimal Power Flow with Structure-aware Automatic Differentiation and Code Generation. IEEE Transactions on Power Systems, 2025, 40(1): 1172-1175. (link)

  24. Xu S, Wu W, Lin C, Wang Q, Wang S. Efficient Solution of Adjustable Affine Chance-Constrained Real-Time Dispatch. IEEE Transactions on Power Systems, 2025, 40(1): 1192-1195. (link)

  25. Huang Z, Wu W, Lin C, Guo Z. Cooperative Strategies for Frequency Control of Wind Turbines to Mitigate Secondary Frequency Dip: Coefficient Allocation and Exit Techniques. IEEE Transactions on Sustainable Energy, 2025, 16(2): 1056-1067. (link)

  26. Yang X, Lin C, Liu H, Wu W. RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks. IEEE Transactions on Smart Grid, 2025, 16(6): 3419-3421. (link)

  27. Shen Y, Wu W, Lin C, Wang B, Huang R, Chen Y, Yu Q. Collaborative Optimisation of Frequency Regulation Capability and Power Schedule for HVDC Interconnected Asynchronous Systems. IET Generation, Transmission & Distribution, 2025, 19: e70132. (link)

  28. Huang Z, Lin C, Wang Q, Wu W. A Bilevel Optimization Method for Wind Farm Layout Considering Yaw Control. IEEE Transactions on Industrial Informatics, 2026, 22(1): 520-531. (link)

  29. Yang X, Lin C, Yang Y, Wang Q, Liu H, Hua H, Wu W. Large Language Model Powered Automated Modeling and Optimization of Active Distribution Network Dispatch Problems. IEEE Transactions on Smart Grid, 2026, 17(2): 952-965. (link)

  30. Wang Q, Wu W, Sun D, Lin C, Shen Y, Yang Y, Yang X, Shu X. A Spherical Manifold-based Optimization Method for Coordinated Operation of Active Distribution Network with Networked Microgrids. IEEE Transactions on Smart Grid, 2026, 17(2): 1007-1028. (link)

  31. Liu W, Zhang T, Lin C, Li K, Wang R. Graph Attention Networks Unleashed: A Fast and Explainable Vulnerability Assessment Framework for Microgrids. Expert Systems with Applications, 2026: 131837. (link)

  32. Du M, Lin C, Lu L, Deng K, Zhou Y, Guo Q. Hamiltonian Optimal Control-Based Adversarial Training in Deep Reinforcement Learning for Robust Load Frequency Control. IEEE Transactions on Industrial Informatics, 2026, 22(6): 4968-4979. (link)

  33. Yang Y, Yang X, Lin C, Xu L, Wang Q, Xu S, Wu W. Novel Discretization Method to Calculate g-functions of Vertical Geothermal Boreholes with Improved Accuracy and Efficiency. Renewable Energy, 2026, 264: 125547. (link)

  34. Liu W, Wang R, Lin C, Li K, Li W, Zhang T. Learning to Sample in Variable Neighborhood Search Algorithm for Urban Cable Routing Optimization. Swarm and Evolutionary Computation, 2026, 106: 102432. (link)

  35. Yang Y, Fu L, Sang L, Wang Q, Xu L, Yang X, Lin C, Wu W. An Efficient Algorithm to Calculate Locational Marginal Emissions in ACOPF via Adjoint Optimization Reformulation. IEEE Transactions on Power Systems, 2026.

  36. 蔺晨晖, 吴文传, 王彬, 孙勇. 考虑调峰辅助服务的热电联合调度方法. 中国电力, 2019, 52(6): 45-53. (link, link)

  37. 王长明, 蔺晨晖, 刘道兵, 王思远, 吴冠男, 吴文传. 面向并网灵活性提升的微电网网络重构方法. 电力系统自动化, 2026, 50(3): 57-66.

  38. 李洪, 蔺晨晖, 丁理杰, 张华, 吴冠男, 吴文传, 杨勇波. 梯级水光互补配电系统数据驱动不确定性建模与鲁棒调度. 电力自动化设备, 2026, 46(4): 14-22. (link)

  39. 吴文传, 张伯明, 孙宏斌, 王彬, 杨越, 刘昊天, 蔺晨晖, 王思远. 主动配电网能量管理与分布式资源集群控制. 电力系统自动化, 2020, 44(9): 111-118. (link)

  40. 吴文传, 许书伟, 杨越, 王彬, 蔺晨晖, 沈宇康. 风险量化的高比例新能源电力系统概率调度. 电力系统自动化, 2023, 47(15): 3-11. (link)

  41. 周宁, 方治, 蔺晨晖, 吴文传. 基于正则化拉格朗日乘子法的配电网网络拓扑辨识. 供用电, 2024, 41(06): 12-20. (link)

  42. 吴文传, 蔺晨晖, 孙宏斌, 王彬, 刘昊天, 吴冠男, 李鹏华, 孙树敏, 卢建刚. 基于机器学习的主动配电网能量管理与运行控制. 电力系统自动化, 2024, 48(20): 2-11. (link)

  43. 张强, 李娜, 蔺晨晖, 吴继平, 张文栋.基于“分级-协同”思想的分布式光伏柔性参与电网调峰技术研究及应用. 山东电力技术, 2025, 52(1):4 6-53.

  44. 张强, 李娜, 吴继平, 刘建涛, 王明强, 蔺晨晖. 含多馈入直流的受端电网大功率缺额智能处理技术研究及应用. 电力建设, 2025, 46(5): 47-55.

  45. 蔡木良, 赖信辉, 李赢正, 田野, 余杰, 程敏军, 许银亮, 蔺晨晖. 基于主动配电网灵活性支撑机制的电-碳-绿证分布式协同优化方法. 中国电力, 2026, 59(1): 10-19.

  46. 杨越, 武平辉, 陈垒, 杨晓东, 蔺晨晖, 吴文传. 考虑地源热泵变流量热交换特性的电-热协同调度方法. 电力自动化设备, 2026, 46(4): 67-76.(link)

会议论文

  1. Lin C, Wu W, Li Z, Zhang B. Decentralized Economic Dispatch for Transmission and Distribution Networks via Modified Generalized Benders Decomposition[C]//2017 IEEE Power & Energy Society General Meeting. IEEE, 2017: 1-5. (link)

  2. Lin C, Wu W, Zhang B, Wang B, Yang T, Zhao W, Qiao Z, Sun Y. Energy and Ancillary Service Joint Dispatch of Power System Integrated with Dynamic Heating System[C]//2017 IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2017: 1-5. (link)

  3. Lin C, Wu W, Wang B, Sun Y. Combined Heat and Power Dispatch with Start-Stop Schedule of Heat Exchange Stations[C]//2018 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2018: 1-5. (link)

  4. Wang W, Wu X, Wang Z, Lin C, Li W, Wu W, Li P, Wang B. Thermal-Hydro-Renewable Joint Stochastic Dispatch Considering Hydro Unit Forbidden Zones and Renewable Curtailments[C]//2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia). IEEE, 2023: 1459-1463. (link)

  5. Pan X, Lu J, Lin C, Zhao R, Wang B, Dai Y, Wu W, Sun H. Static Voltage Stability Assessment of Distribution Grids With Massive Inverter Interfaced DGs Considering Transmission Grid Coupling[C]//2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2023: 4809-4814. (link)

  6. Ruan Z, Lin C, Wang Q, Wang B, Wu W, Yang Y, Lin Y, Chen H. Risk-Minimizing Real-Time Dispatch for Power Systems with High Proportion Variable Renewable Generators Based on Conditional GMM[C]//2024 IEEE 7th International Electrical and Energy Conference (CIEEC). IEEE, 2024: 3909-3916. (link)

  7. Tang H, Lin C, Wu W, Yuan Q. A Deep Neural Network Based Method for Predicting Active Transmission Constraints in SCUC[C]//2024 6th International Conference on Power and Energy Technology (ICPET). IEEE, 2024: 862-866. (link)

  8. Li W, Lin C, Yang Y, Zhao H, Xu S, Wang B. Optimal dispatch of hydropower plants considering the vibration zone of the unit and price-guided pumped storage hydropower plants[C]//2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2024: 3871-3876. (link)

  9. Hua H, Yang X, Lin C, Liu H, Wu W. Natural Language Dispatch of Active Distribution Networks through Sequential LLM Agents[C]//2025 IEEE 8th International Electrical and Energy Conference (CIEEC). IEEE, 2025: 2968-2973. (link)

  10. Zheng W, Wu W, Zhang B, Sun H, Guo Q, Lin C. Dynamic Economic Dispatch for Microgrids: A Fully Distributed Approach[C]//2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D). IEEE, 2016: 1-3. (link)

  11. Yang T, Guo Q, Tai X, Sun H, Zhang B, Zhao W, Lin C. Applying Blockchain Technology to Decentralized Operation in Future Energy Internet[C]//2017 IEEE Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2017: 1-5. (link)

  12. Yang T, Guo Q, Lin C, Xu L, Sun H. Coordinated Analysis of Urban Integrated Energy-Traffic Networks Based on Real-World GPS Data. Energy Procedia, 2018, 152: 490-495. (link)

  13. Wang Q, Wu W, Lin C, Li L, Yang Y. Asynchronous Distributed Optimal Load Scheduling Algorithm[C]//2020 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2020: 1-5. (link)

  14. Wang Q, Du Y, Wu W, Zhang J, Wang B, Liu H, Lin C, Wang G. Transmission and Distribution Networks Coordinated Volt/VAr Control Method and Its Application in Jibei Grid[C]//2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 1331-1336. (link)

  15. Khan M, Wu W, Lin C. High Share Participation of Grid-Forming Inverter-Based Resources in Grid Frequency and Voltage Support[C]//2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2023: 2614-2619. (link)

  16. Lu J, Zhu J, Zhao R, Guo W, Xu Y, Lin C. Polytope-Based Aggregation of Electric Vehicles for Day-Ahead Bi-Level Scheduling of Active Distribution Network Considering Uncertainties[C]//2024 7th International Conference on Energy, Electrical and Power Engineering (CEEPE). IEEE, 2024: 808-812. (link)

  17. Cui Y, Jing P, Lin C, Wu W. Cooperative frequency control optimization strategy for photovoltaic-energy storage system[C]//4th Energy Conversion and Economics Annual Forum (ECE Forum 2024). IET, 2024, 2024: 285-290. (link)

  18. Shen Y, Wu W, Lin C, Jia Y, Li Y. Co-Optimization of Active Support Capability for DER in Active Distribution Network[C]//2024 IEEE 8th Conference on Energy Internet and Energy System Integration (EI2). IEEE, 2024: 1959-1964. (link)

  19. Shen Y, Wen Z, Dong S, Lin C, Wu W, Wang B. Frequency Constrained Power Dispatch and Its Application in Yunnan Grid[C]//2024 3rd Asia Power and Electrical Technology Conference (APET). IEEE, 2024: 578-582. (link)

  20. Shen Y, Lin C, Wu W, Huang R, Chen Y, Yu Q. Automatic Generation Control of HVDC Interconnected Power Grids Considering Frequency Synchronous Control Strategy[C]//2025 IEEE International Conference on Power and Integrated Energy Systems (ICPIES). IEEE, 2025: 103-107. (link)

  21. Yang X, Liu H, Wu W, Lin C. A Generalized Framework of Large Language Models for Power System Operation: Implementations and Limitations[C]//2025 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2025: 1-5. (link)

  22. Sheng Z, Wu Z, Liu H, Lin C. Probabilistic Short-Term Forecasting of Wind Power Generation Via Arima Assisted Neural Network with Quantile Regression[C]//2025 International Conference on New Power System Technology (PowerCon). IEEE, 2025: 1-6. (link)

https://thurid.lib.tsinghua.edu.cn/scholar/39632340

电力系统调度自动化(与吴文传教授合讲)

主动配电网网络分析与运行调控(与吴文传教授合讲)

能源互联网导论(与郭庆来教授合讲)

电力系统分析与控制(与郭庆来教授合讲)

软件编程项目训练(与王彬副研究员合讲)

嵌入式系统实践(与王彬副研究员合讲)

电工技术与电力系统新进展

代表纵向项目

2024-2029,智能电网国家科技重大专项,低碳高可靠城市配电系统示范工程,课题负责人

2024-2026,国家自然科学基金青年科学基金,互联电力系统的分解协调优化运行:计算效率、通信容错与互信机制,项目负责人

2023-2025,中国科协青年人才托举工程,数据驱动的输配网分解协调概率优化调度,项目负责人

2024-2025,北京市科技计划,电网调控知识推理与辅助决策大模型关键技术研究及示范应用,课题负责人

2024-2028,北京市自然科学基金小米创新联合基金重点研究专题,区域协同的分布式源荷自适应并网与微电网能量管理关键技术研究,参与

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