An Online Calculation Method for Optimal Power Flow Based on Optimal Operation Region

被引:0
|
作者
Tang, Puting [1 ]
Liu, Zeyu [1 ]
Zhu, Lewei [2 ]
Hou, Kai [1 ]
Pei, Wei [3 ]
机构
[1] Tianjin Univ, Minist Educ, Key Lab Smart Grid, Tianjin, Peoples R China
[2] Tianjin Univ Technol, Minist Educ, Key Lab Smart Grid, Tianjin, Peoples R China
[3] Chinese Acad Sci, Inst Elect Engn, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
optimal power flow; optimal operation region; explicit expression; renewable energy; online calculation; REACTIVE POWER; EVOLUTIONARY; ALGORITHM; MODEL; OPF;
D O I
10.1109/SPIES55999.2022.10082136
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
With the increasing uncertainties of renewable energy and load variations, the optimal power flow (OPF) needs to be solved in real-time to determine the optimal operation strategy of power systems. However, the efficiency of OPF computations is still a bottleneck, especially for enormous states in the probabilistic analysis. To address this, this paper proposed an online DC-OPF calculation method based on optimal operation region (OOR). Considering the variations of loads and renewable generations, the boundary of OOR is explicitly expressed to divide operation regions. In each OOR, a linear function is constructed to map the relationship between the optimal operation result and variations. In this way, the OPF of different variations is treated as the functional mapping, instead of the time-consuming optimization algorithms. Case studies are conducted on a 5-bus power system and its OOR is given in an explicit expression. The results verify the effectiveness of OOR, which can improve the computational efficiency of OPF considering uncertainties of renewable energy resources and the load variations.
引用
收藏
页码:433 / 437
页数:5
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