CONICOPF: Conic Relaxations for AC Optimal Power Flow Computations

被引:3
|
作者
Bingane, Christian [1 ]
Anjos, Miguel F. [2 ]
Le Digabel, Sebastien [1 ,3 ]
机构
[1] Polytech Montreal, Montreal, PQ H3C 3A7, Canada
[2] Univ Edinburgh, Edinburgh EH9 3FD, Midlothian, Scotland
[3] GERAD, Montreal, PQ H3C 3A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Power systems; optimal power flow; convex optimization; conic relaxations;
D O I
10.1109/PESGM46819.2021.9637865
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Computational speed and global optimality are key needs for practical algorithms for the optimal power flow problem. Two convex relaxations offer a favorable trade-off between the standard second-order cone and the standard semidefinite relaxations for large-scale meshed networks in terms of optimality gap and computation time: the tight-and-cheap relaxation (TCR) and the quadratic convex relaxation (QCR). We compare these relaxations on 60 PGLib-OPF test cases with up to 1,354 buses under three operating conditions and show that TCR dominates QCR on all 20 typical (TYP) test cases, on 18 out of 20 active power increase (API), and 12 out of 20 small angle difference (SAD). Selected state-of-the-art conic relaxations are implemented in the new MATLAB-based package CONICOPF available on GitHub.
引用
收藏
页数:5
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