A Two-Stage Distributionally Robust Economic Dispatch Model Under the Coordination of Inter-Provincial and Intra-Provincial Bi-Level Market

被引:0
|
作者
Chen Y. [1 ]
Wang H. [1 ]
Xu X. [1 ]
Hu Y. [2 ]
Yan Z. [1 ]
Zeng D. [3 ]
Feng K. [3 ]
机构
[1] Key Laboratory of Control of Power Transmission and Conversion of Ministry of Education, Shanghai Jiao Tong University, Shanghai
[2] Power Dispatching and Control Center, State Grid Shanghai Municipal Electric Power Company, Shanghai
[3] China Electric Power Research Institute (Nanjing Branch), Nanjing
关键词
ambiguity set; bi-level electricity market; distributionally robust optimization; two-stage economic dispatch; uncertainty of source-load;
D O I
10.16183/j.cnki.jsjtu.2022.121
中图分类号
学科分类号
摘要
To promote the optimal allocation of resources across the country, China is actively developing inter-provincial electricity transactions, and will gradually form an inter-provincial and intra-provincial electricity market operation mode. In this context, a two-stage day-ahead, and intraday economic dispatch framework considering inter-provincial and intra-provincial bi-level market coordinated operation is proposed. In the day-ahead dispatch stage, an inter-provincial and intra-provincial bi-level economic dispatch model is constructed. In the intraday dispatch stage, an economic dispatch model considering the forecast error of source-load is constructed. To further deal with the influence of the uncertainty of source-load forecast on economic dispatch, a two-stage day-ahead and intraday distributionally robust economic dispatch model and its solution method are proposed, realizing the economic dispatch under random scene ambiguity set. Finally, a multi-sending ends and multi-receiving ends interconnected test system is constructed using IEEE 39-bus and 118-bus systems. The effectiveness of the proposed model and method is verified by simulation. © 2023 Shanghai Jiao Tong University. All rights reserved.
引用
收藏
页码:1114 / 1125
页数:11
相关论文
共 25 条
  • [21] TALBI E G., Metaheuristics for bi-level optimization, (2013)
  • [22] WANG X F, LI F X, ZHANG Q W, Et al., Profit-oriented BESS siting and sizing in deregulated distribution systems, IEEE Transactions on Smart Grid, 14, 2, pp. 1528-1540, (2023)
  • [23] WU Jie, DING Ming, ZHANG Jingjing, Capacity configuration method of energy storage system for wind farm based on cloud model and i-means cluste-ring, Automation of Electric Power Systems, 42, 24, pp. 67-73, (2018)
  • [24] ZENG B, ZHAO L., Solving two-stage robust optimization problems using a column-and-constraint generation method, Operations Research Letters, 41, 5, pp. 457-461, (2013)
  • [25] ZIMMERMAN R D, MURILLO-SANCHEZ C E, THOMAS R J., MATPOWER: Steady-state operations, planning, and analysis tools for power systems research and education, IEEE Transactions on Power Systems, 26, 1, pp. 12-19, (2011)