Risk-Loss Coordinated Admissibility Assessment of Wind Generation for Integrated Electric-Gas Systems

被引:18
|
作者
Wang, Cheng [1 ]
Wang, Song [1 ]
Liu, Feng [2 ]
Bi, Tianshu [1 ]
Wang, Tiezhu [3 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
[2] Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
[3] China Elect Power Res Inst, Power Syst Res Inst, Beijing 100192, Peoples R China
基金
中国国家自然科学基金;
关键词
Mathematical model; Power systems; Wind power generation; Uncertainty; Computational modeling; Wind farms; Robustness; Integrated electric-gas system; natural gas system; wind generation accommodation capability; robust optimization; nested C&CG algorithm; POWER; DISPATCH;
D O I
10.1109/TSG.2020.2979944
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to the widely deployment of gas-fired units and the emerging power-to-gas (P2G) technologies, the interdependencies between power systems and gas systems have been enhanced, yet the impacts on the ability of accommodating the uncertain and variable wind generation are unclear. On one hand, the regulation capability of gas-fired units might be restricted due to pipeline congestion or gas supply shortage; on the other hand, the P2G facilities could operate as interruptible electrical loads to enhance the operational flexibility of the power network. This paper aims to revisit the wind generation admissibility assessment problem in view of integrated electric-gas systems. The overall model is established according to the two-stage robust optimization framework. By introducing the stepwise penalty coefficients for power shortage and surplus, the risk preference of the operator can be reflected. The mixed integer linear programming-based approximation methods is adopted to tackle the computational challenging Weymouth equation in the gas network, which requires an additional column-and-constraint (C&CG) loop to solve the second-stage max-min problem, other than the common one to coordinate the first- and second-stage problems, resulting in a nested C&CG algorithmic structure. The effectiveness of the proposed model and solution methods are validated by the simulation results.
引用
收藏
页码:4454 / 4465
页数:12
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