Distributed Continuous-time Optimal Power Flow

被引:0
|
作者
Lamichhane, Bishal [1 ]
Chen, Yu Christine [2 ]
Khatami, Roohallah [1 ]
机构
[1] Southern Illinois Univ, Carbondale, IL 62901 USA
[2] Univ British Columbia, Vancouver, BC, Canada
关键词
Optimal power flow; distributed optimization; continuous-time scheduling; ELECTRICITY; GENERATION; ENERGY;
D O I
10.1109/NAPS58826.2023.10318816
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
In this paper, we propose a distributed continuous-time optimal power flow (OPF) model, with DC power flow constraints, for a multi-area transmission network. The model exploits the unique properties of variational optimization, function space representation, and the alternating direction method of multipliers (ADMM) to enable continuous-time power exchange between adjacent areas. More specifically, the centralized multi-area OPF is formulated as a variational optimization problem with continuous-time load and decision variables (power generation, voltage phase angles, line/tieline power flows), which is then converted to a conventional optimization problem by projecting the load and decision trajectories into the Bernstein function space, and is decomposed to function space-based OPF sub-problems of individual areas using ADMM. The numerical results of implementing the proposed model on a synthesized three-area network indicate convergence to the centralized continuous-time OPF solution and showcase computational efficiency and the efficient sharing of ramping resources among areas.
引用
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页数:6
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