杨仑 助理教授
电子与信息学部 自动化学院
入选西安交通大学 青年优秀人才支持计划
入选西安市科协青年人才托举计划
Home - 杨 仑
- 入选西安市科协青年人才托举计划
- 入选西安交通大学青年优秀人才支持计划
- 2020年IEEE PES General Meeting最佳论文奖（第一作者）
- 《电工技术学报》2018年度十佳优秀论文（通讯作者）
- 北京市优秀博士毕业生
- 清华大学优秀博士毕业生
招收电气工程、自动化、新能源发电、能源动力、应用数学等背景的硕士研究生，以及学有余力的本科生来参与科研活动。有意者请发送简历到邮箱：yanglun@xjtu.edu.cn；yanglun2019@gmail.com
2025年学术型硕士研究生指标还剩1名
本人践行“手把手”指导理念，与学生一起读文献、推公式、写代码，共同学习，共同进步。
邮箱: yanglun@xjtu.edu.cn
yanglun2019@gmail.com
地址：兴庆校区彭康楼208-5
创新港，泓理楼4-5052
2022年10月获清华大学工学博士学位，2022年10月至2023年4月在香港中文大学（深圳）数据科学学院担任Research Associate；2023年4月进入西安交通大学工作，担任助理教授，管晓宏院士团队骨干成员。
主要研究方向：1）电力系统优化运行与规划; 2）综合能源系统建模与协同优化；3）数据驱动的不确定性优化。目前，主持国家自然科学基金青年项目，清华大学新型电力系统运行与控制全国重点实验室开放课题面上项目，西安市科协青年人才托举计划项目等国家和省部级项目4项，参与国家重点研发计划1项。以第一作者发表（在线刊出）SCI 检索论文14篇，其中IEEE Transactions系列（TPWRS, TSG, TSTE）论文8篇。以第一/通信作者发表 EI 检索论文 6 篇，其中相关研究工作被评选为《电工技术学报》2018年度优秀论文，2020 年 IEEE PES General Meeting 最佳论文。
学术兼职：担任 中国电工技术学会高级会员，《中国电力》期刊青年编委；《Sustainability 》(SCI Journal, IF: 3.89) 和《中国电力》期刊的专栏特约主编以及 IEEE Transactions on Power Systems, IEEE Transactions on Smart Grid, IEEE Transactions on Sustainable Energy, IEEE Power Engineering Letters, IEEE Transactions on Control of Network Systems, IEEE Transactions on Industry Applications, Applied Energy, Electric Power Systems Research, IET Generation, Transmission & Distribution, CSEE Journal of Power and Energy Systems, Journal of Modern Power Systems and Clean Energy 等10余本电力能源领域国际主流SCI期刊的审稿人。
• Preprint
L. Yang, X. Cao, Y. Zhou, Z. Lin, J. Zhou, X. Guan, and Q. Wu, '' Frequency-Constrained Coordinated Scheduling for Asynchronous AC Networks under Uncertainty via Distributional Robustness ,'' Submitted. 2024
L. Yang, G. Chen, and X. Cao, '' A Deep Reinforcement Learning-based Charging Scheduling Approach with Augmented Lagrangian for Electric Vehicles,'' Submitted. 2024
L. Yang, H. Yang, X. Cao, and X. Guan, "Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding," 2024. arXiv:2401.03381v1
• Selected Journal Paper
L. Yang, X. Sun, X. Cao, M. Chen, and X. Guan, "Joint Chance-constrained Coordinated Scheduling for Electricity-heat Coupled Systems Considering Hydrogen Storage" Accepted for Energy Internet, 2024. (Invited Paper)
L. Yang, H. Li, H. Zhang, Q. Wu and X. Cao, "Stochastic-Distributionally Robust Frequency-Constrained Optimal Planning for an Isolated Microgrid," IEEE Transactions on Sustainable Energy, 2024. doi: 10.1109/TSTE.2024.3404434. (Top-tier Journal, SCI IF: 8.8)
L. Yang, Z. Li, Y. Xu, and H. Sun,"Low-Carbon Economic Dispatch Considering Wind Curtailment: A Distributionally Robust Chance-Constrained Approach," Accepted for CSEE Journal of Power and Energy Systems，2024. (中科院2区，SCI IF=7.1)
L. Yang, Z. Li, Y. Xu, J. Zhou and H. Sun, "Frequency Constrained Scheduling Under Multiple Uncertainties via Data-Driven Distributionally Robust Chance-Constrained Approach," IEEE Transactions on Sustainable Energy, vol. 14, no. 2, pp. 763-776, April 2023. (Top-tier Journal, SCI IF: 8.8)
L. Yang, Y. Xu, H. Sun and W. Wu, "Tractable Convex Approximations for Distributionally Robust Joint Chance-Constrained Optimal Power Flow Under Uncertainty," IEEE Transactions on Power Systems, vol. 37, no. 3, pp. 1927-1941, May 2022. (Top-tier Journal, SCI IF: 6.6)
L. Yang, Y. Xu, J. Zhou and H. Sun, "Distributionally Robust Frequency Constrained Scheduling for an Integrated Electricity-Gas System," IEEE Transactions on Smart Grid, vol. 13, no. 4, pp. 2730-2743, July 2022. (Top-tier Journal, SCI IF: 9.6)
L. Yang, Y. Xu, W. Gu and H. Sun, "Distributionally Robust Chance-Constrained Optimal Power-Gas Flow Under Bidirectional Interactions Considering Uncertain Wind Power," IEEE Transactions on Smart Grid, vol. 12, no. 2, pp. 1722-1735, March 2021. (Top-tier Journal, SCI IF: 9.6)
H. Liu#, L. Yang#, X. Shen, Q. Guo, H. Sun, and M. Shahidehpour, "A Data-Driven Warm Start Approach for Convex Relaxation in Optimal Gas Flow," IEEE Transactions on Power Systems, vol. 36, no. 6, pp. 5948-5951, Nov. 2021.(# denote equal contribution, Top-tier Journal, SCI IF: 6.6)
L. Yang, Y. Xu and H. Sun, "A Dynamic Linearization and Convex Relaxation-Based Approach for a Natural Gas Optimal Operation Problem," IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1802-1804, March 2020. (Top-tier Journal, SCI IF: 9.6)
L. Yang, Y. Xu, H. Sun and X. Zhao, "Two-Stage Convexification-Based Optimal Electricity-Gas Flow," IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1465-1475, March 2020. (Top-tier Journal, SCI IF: 9.6)
L. Yang, Y. Xu, Z. Xu and H. Sun, "Convex Reformulation for Two-sided Distributionally Robust Chance Constraints with Inexact Moment Information," Journal of Modern Power Systems and Clean Energy, vol. 10, no. 4, pp. 1060-1065, July 2022. (中科院2区, SCI IF: 6.3)
L. Yang, Y. Xu, H. Sun, M. Chow, and J. Zhou. "A multiagent system based optimal load restoration strategy in distribution systems," International Journal of Electrical Power & Energy Systems, vol. 124, no.106314, 2021. (中科院2区，SCI IF=5.2)
L. Yang, X. Zhao, and Y. Xu. "A Convex Optimization and Iterative Solution Based Method for Optimal Power-Gas Flow considering Power and Gas Losses," International Journal of Electrical Power & Energy Systems, vol.121: no.106023, 2020. (中科院2区，SCI IF=5.2)
• Selected Conference Paper
L. Yang, Y. Xu, Z. Xu and H. Sun, "Stochastic Dispatch for Power and Gas systems under Uncertainties in Gas Network," 2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC, Canada, 2020, pp. 1-5. (Best Paper Award, 66/2000)
