杨仑
  • 助理教授
  • 硕士生导师
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  • 所在单位:自动化科学与工程学院
  • 学历:博士研究生毕业
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  • 学位:博士
  • 毕业院校:清华大学
  • 学科:控制科学与工程
  • 学科:控制科学与工程
研究成果
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• Preprint ( *denotes corresponding author)

 

L. Yang, Y. Jiang*, Y. Tan, X. Cao, and Q. Wu, ''Low-Carbon Operation for Multi-Level Integrated Electricity-Hydrogen-Gas Energy Systems based on Committed Carbon Emission Operation Region,'' Submitted. 2025 

 

J. Zhou, Y. Guo, Y. Xu, L. Yang, H. Lin, and H. Sun. ''Performance Evaluation for Frequency Response Services from Miscellaneous Energy Resources,'' Submitted. 2025 

 

H. Li, L. Yang*, and H. Zhang,  '' Frequency-Aware Wind Power Admissibility Assessment for Electricity-Heat Coupled Systems,'' , 2024 

 

L. YangH. YangX. Cao, and X. Guan,  "Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding," 2024. arXiv:2401.03381v1 

 

 

• Selected Journal Paper *denotes corresponding author)

 

L. Yang, M. Li, X. Cao, C. Zhang, Q. Wu, and Z. Zhang.  '' Towards Resilient Operation of Microgrid: A Distributionally Robust Frequency-Security Constrained Method,'' Accepted for International Journal of Electrical Power & Energy Systems , 2025. (SCI IF: 5.0)

 

S. Liu, B. Yang, L. Yang, X. Yang, X. Li, Z. Wang, K. Ma, and X. Guan.  '' Coordinated Operation of Electricity and Hydrogen Blended Gas Networks via Correlation-Enhanced Joint Chance-Constrained Approach,'' Accepted for International Journal of Hydrogen Energy , 2025. (SCI IF: 8.3)

 

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,'' Accepted for IEEE Transactions on Network Science and Engineering,  2025. (Top-tier Journal, SCI IF: 6.7)

 

G. Chen, L. Yang*, and X. Cao, '' A Deep Reinforcement Learning-based Charging Scheduling Approach with Augmented Lagrangian for Electric Vehicles,'' Accepted for Applied Energy, 2024. (Top-tier Journal, SCI IF: 11.2)

 

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. (入选ESI高被引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)