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.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] A Primal-Dual Interior-Point Method to Solve the Optimal Power Flow Dispatching Problem
    Jabr, Rabih A.
    [J]. OPTIMIZATION AND ENGINEERING, 2003, 4 (04) : 309 - 336
  • [2] A Primal-Dual Interior-Point Method to Solve the Optimal Power Flow Dispatching Problem
    Rabih A. Jabr
    [J]. Optimization and Engineering, 2003, 4 : 309 - 336
  • [3] Parallel primal-dual interior point method for the solution of dynamic optimal power flow
    Sundermann, Rylee
    Abhyankar, Shrirang G.
    Zhang, Hong
    Kimn, Jung-Han
    Hansen, Timothy M.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (04) : 811 - 820
  • [4] A primal-dual interior point method for optimal power flow dispatching
    Jabr, RA
    Coonick, AH
    Cory, BJ
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2002, 17 (03) : 654 - 662
  • [5] Direct nonlinear primal-dual interior-point method for transient stability constrained optimal power flow
    Xia, Y
    Chan, KW
    Liu, M
    [J]. IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2005, 152 (01) : 11 - 16
  • [6] Regularised primal-dual interior-point method for dynamic optimal power flow with block-angular structures
    Zhang, Chen
    Jian, Jinbao
    Yang, Linfeng
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2020, 14 (09) : 1694 - 1704
  • [7] AC-DC optimal reactive power flow model via predictor-corrector primal-dual interior-point method
    Nie, Yonghui
    Du, Zhengchun
    Li, Jiang
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2013, 7 (04) : 382 - 390
  • [8] Local analysis of the feasible primal-dual interior-point method
    Silva, R.
    Soares, J.
    Vicente, L. N.
    [J]. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2008, 40 (01) : 41 - 57
  • [9] Local analysis of the feasible primal-dual interior-point method
    R. Silva
    J. Soares
    L. N. Vicente
    [J]. Computational Optimization and Applications, 2008, 40 : 41 - 57
  • [10] A primal-dual regularized interior-point method for semidefinite programming
    Dehghani, A.
    Goffin, J. -L.
    Orban, D.
    [J]. OPTIMIZATION METHODS & SOFTWARE, 2017, 32 (01): : 193 - 219