【个人情况】
林伟,重庆大学副教授,主要研究方向包括:可信人工智能技术及其低碳电网应用、低碳电网可信运筹优化、能源政策分析。以第一/通讯作者在IEEE Transactions on Power Systems、IEEE Transactions on Smart Grid等发表/收录SCI期刊论文20余篇,参与编写《新型电力系统技术路线展望》、《Composite Power System Reliability》等国内外行业报告;担任SCI期刊IET Renewable Power Generation的副编辑;受邀在国际计算机顶会IJCAI、IET Powering Net Zero会议、阿里巴巴达摩院等国际会议/科研机构作特邀报告;获中国电机工程学会电力科学技术进步奖三等奖、IEEE ISGT-Asia 2022最佳论文提名奖等荣誉;参与国家重点研发计划、香港研究资助局项目、香港中华电力有限公司项目、美国新英格兰独立运营商项目等项目。
【教育工作经历】
2025.01-至今,重庆大学电气工程学院, 副教授
2021.08-2024.12, 香港大学、香港理工大学、香港中文大学, 博士后研究员(合作导师:C.Y.Chung, Yi Wang, Changhong Zhao)
2016.09-2021.06, 重庆大学电气工程学院, 硕博连读(导师:李文沅、杨知方)
2019.09-2020.10, 美国康涅狄格大学电气与计算机工程系, 访问学者(访问导师:Peter B. Luh)
2012.09-2016.06, 重庆大学电气工程学院, 本科
期刊论文
[J01] Wei Lin, Yi Wang, Jianghua Wu, Fei Feng, “Model-free aggregation for virtual power plants using input convex neural networks”, IEEE Transactions on Smart Grid, 收录, 2025.
[J02] Wei Lin, Yue Chen, Qifeng Li, Changhong Zhao, “An AC-feasible linear model in distribution networks with energy storage”, IEEE Transactions on Power Systems, pp. 1224-1239, vol. 39, no. 1, 2024.
[J03] Chongyu Wang, Wei Lin (通讯作者), Guoteng Wang, M. Shahidepour, Zipeng Liang, Wenjie Zhang, C. Y. Chung, “Frequency-constrained optimal restoration scheduling in active distribution networks with dynamic boundaries for networked microgrids”, IEEE Transactions on Power Systems, 收录, 2024.
[J04] Wei Lin, Chongyu Wang, Wenjie Zhang, Zipeng Liang, C. Y. Chung, “Integration flexibility of renewable distributed energy resources in active distribution networks: A two-module data-driven characterization method”, Energy, vol. 304, Article No. 132139, 2024.
[J05] Wei Lin, Fusu Li, Qingyue Ran, Zhifang Yang, “Training a trustworthy DNN for fast optimal power flow in active distribution networks”, IEEE Transactions on Industry Applications, 收录, 2024.
[J06] Wei Lin (通讯作者), Hua Jiang, Haojun Jian, Jingwei Xue, Jianghua Wu, Chongyu Wang, Zhenjia Lin, “Highdimension tie-line security regions for renewable accommodations”, Energy, vol. 2370, Article No. 126887, 2023.
[J07] Wei Lin, Changhong Zhao, Maosheng Gao, C. Y. Chung, “Data-driven static equivalence with physics-informed Koopman operators”, CSEE Journal of Power and Energy Systems, vol. 10, no. 1, pp. 432-438, 2024.
[J08] Wei Lin, Changhong Zhao, “Improved characterization for AC-feasible power transfer regions of virtual power plants”, International Journal of Electrical Power & Energy Systems, vol. 152, Article No. 109260, 2023.
[J09] Wei Lin, Changhong Zhao, “Cost functions over feasible power transfer regions of virtual power plants”, IEEE Systems Journal, vol. 17. no. 2, pp. 2950-2960, 2023.
[J10] Wei Lin, Zhifang Yang, Juan Yu, Wenyuan Li, “Transmission expansion planning with feasible region of hydrogen production from water electrolysis”, IEEE Transactions on Industry Applications, vol. 58, no. 2, pp. 2863-2874, 2022.
[J11] Wei Lin, Zhifang Yang, “Non-convexity pricing and allocating costs in stochastic Electricity markets”, CSEE Journal of Power and Energy Systems, vol. 10, no. 4, pp. 1466-1477, 2024.
[J12] Wei Lin, Zhifang Yang, Juan Yu, Kaigui Xie, Xuebin Wang, Wenyuan Li, “Tie-line security region considering time coupling”, IEEE Transactions on Power Systems, vol. 36, no. 2, pp. 1274-1284, 2021.
[J13] 林伟, 杨知方, 余娟, 李文沅, 刘硕, 赵唯嘉, “考虑机组启停的省间电量交易可行域确定方法”, 中国电机工程学报, vol. 41, no. 15, pp. 5119-5128, 2021.
[J14] Wei Lin, Zhifang Yang, Juan Yu, Liming Jin, Wenyuan Li, “Tie-line power transmission region in a hybrid grid: fast characterization and expansion strategy”, IEEE Transactions on Power Systems, vol. 35, no. 3, pp. 2222-2231, 2020.
[J15] Wei Lin, Zhifang Yang, Juan Yu, Shiyuan Bao, Wei Dai, “Toward fast calculation of probabilistic optimal power flow”, IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 3286-3288, 2019.
[J16] Wei Lin, Zhifang Yang, Juan Yu, Wenyuan Li, Yu Lei, “Improving security and economy
of interconnected power network through explicit feasible region of tie-line power transfer”, International Journal of Electrical Power and Energy Systems, vol. 123, Article No. 106262, 2020.
[J17] Wei Lin, Zhifang Yang, Juan Yu, “Flexibility of interconnected power system operation: analysis, evaluation and prospection”, Energy Conversion and Economics, vol. 1, no. 3, pp. 141-150, 2020.
[J18] Wei Lin, Zhifang Yang, Gaofeng Yang, Lili Wen, “Determination of transfer capacity region of tie lines in electricity markets: theory and analysis”, Applied Energy, vol. 239, pp. 1441-1458, 2019.
[J19] Juan Yu, Wei Lin (通讯作者), Salah Kamel, Wenyuan Li, Lin Zhang, “Equivalent model considering frequency characteristics and renewable uncertainties for probabilistic power flow”, IET Generation, Transmission & Distribution, vol. 12, no. 22, pp. 5939-5948, 2018.
[J20] Jiaxun Li (本科生), Wei Lin (通讯作者), Zhifang Yang, Mikhail Davidson, “Pricing binary variables in system-wide constraints of power system optimization”, CSEE Journal of Power and Energy Systems, vol. 10, no. 3, pp. 1131-1144, 2024.
[J21] 冉晴月, 林伟(通讯作者), 杨知方, 余娟, “基于可信深度神经网络的最优潮流计算方法”, 电工技术学报, vol. 39, no. 21, pp. 6687-6699, 2024.
会议论文
[C01] Wei Lin, C.Y. Chung, Changhong Zhao, “Relaxing complementarity constraints of energy storage with feasibility and optimality guarantees”, 2023 IEEE Power & Energy Society General Meeting, Orlando, United States, 2023.
[C02] Wei Lin, Zixu Wang, Zhifang Yang, Alexander A. Vasin, “Value-based expansion planning in storage-concerned distribution networks”, 11th IEEE PES Smart Grid Technologies Conference-Asia (ISGT-Asia 2022), Singapore, 2022. (最佳论文提名, 9 of 167)
[C03] Wei Lin, Zhifang Yang, Milorad Papic, Douglas M. Logan, Juan Yu, “A review of computational tools for composite system reliability analysis”, 2022 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Manchester, United Kingdom, 2022.
[C04] Wei Lin, Juan Yu, Zhifang Yang, Xuebin Wang, “Fast probabilistic optimal power flow based on modified multi-parametric programming”, 2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Liege, Belgium, 2020.
【科研项目】
[P01] 2024.02–2024.12, “电-碳耦合市场下的绿色建筑与城市能源系统低碳运营关键技术与应用”, 国家重点研发计划, ¥2,200,00, 主要参与人员.
[P02] 2024.02–2024.12, “面向碳达峰碳中和的新型电力系统结构形态及演进路径”, 国家重点研发计划青年科学家项目, ¥6,000,000, 主要参与人员.
[P03] 2024.02–2024.12, “山东新型电力系统建设目标愿景、形态结构和演化路径分析”, 国网山东电力公司咨询管理项目, ¥3,980,000, 主要参与人员.
[P04] 2022.12–2023.12, “Load disaggregation and analysis via smart meter data”, CLP Power HK Limited, HK$ 400,000, 主要参与人员.
[P05] 2021.08–2022.09, “Optimizing multiphase power flow via exact convex relaxation and distributed feedback design”, Research Grants Council (Hong Kong), HK$ 683,196, 主要参与人员.
[P06] 2019.09–2020.08, “Investigation of convex hull pricing”, 美国ISO-NE 咨询项目, $ 67,000, 主要参与人员.
[P07] 2019.01-2020.12, “基于深度学习技术的电力系统高效概率分析方法及其应用研究”, 国家电网有限公司总部科技项目,¥1,580,000, 主要参与人员.
[P08] 2019.01–2020.12, “基于非线性映射降阶技术的有功、无功协同调度关键技术研究及应用”, 国家电网有限公司总部科技项目,¥1,500,000, 主要参与人员.
[P09] 2019.01–2020.12, “计及无功和电压的潮流方程最优线性近似方法研究及其应用”, 国家自然科学基金青年项目, ¥280,000, 主要参与人员.
[P10] 2019.01–2020.12, “多能源电力系统互补协调调度与控制”, 国家重点研发计划子课题, ¥3,020,000, 主要参与人员.
【期刊服务】
• IET Renewable Power Generation, 副编辑
• 《中国电力》期刊“全国统一电力市场发展路径设计与关键技术” 专题, 特约主编
• 期刊审稿人,包括:IEEE Transactions on Smart Grid、IEEE Transactions on Power Systems、IEEE Transactions on Industry Applications、Applied Energy、CSEE Journal of Power and Energy Systems、Journal of Modern Power Systems and Clean Energy 等
【会议服务】
• 8th IEEE Conference on Energy Internet and Energy System Integration (EI2 2024), 特别分会主席
• International Joint Conference on Artificial Intelligence 2024 (IJCAI 2024, 国际计算机顶会之一), Workshop “AI for Critical Infrastructure” 委员会成员
• 2024 年电气电子与网联化能源系统国际学术会议(由中国电工技术学会等共同举办), 特别分会主席
• 2024 8th International Conference on Power Energy Systems and Applications, 出版主席
• 4th International Conference on Smart City and Green Energy 2024, 国际联络主席
• 7th IEEE Conference on Energy Internet and Energy System Integration (EI2 2023), 特别分会主席
• 11th IEEE PES Smart Grid Technologies Conference-Asia 2022, 技术委员会成员
• 5th International Conference on Energy, Electrical and Power Engineering 2022, 技术委员会主席
• 4th International Conference on Smart Power & Internet Energy Systems 2022, 技术委员会成员
【工作组服务】
• IEEE PES Composite System Reliability Task Force, 工作组成员