A Parallel Primal-Dual Interior-Point Method for DC Optimal Power Flow

被引:0
|
作者
Minot, Ariana [1 ]
Lu, Yue M. [1 ]
Li, Na [1 ]
机构
[1] Harvard Univ, Sch Engn & Appl Sci, Cambridge, MA 02138 USA
关键词
Optimal power flow; distributed optimization; interior-point methods;
D O I
暂无
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
Optimal power flow (OPF) seeks the operation point of a power system that maximizes a given objective function and satisfies operational and physical constraints. Given real-time operating conditions and the large scale of the power system, it is demanding to develop algorithms that allow for OPF to be decomposed and efficiently solved on parallel computing systems. In our work, we develop a parallel algorithm for applying the primal-dual interior point method to solve OPF. The primal-dual interior point method has a much faster convergence rate than gradient-based algorithms but requires solving a series of large, sparse linear systems. We design efficient parallelized and iterative methods to solve such linear systems which utilize the sparsity structure of the system matrix.
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页数:7
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