Semidefinite Relaxation of Optimal Power Flow for AC-DC Grids

被引:83
作者
Bahrami, Shahab [1 ]
Therrien, Francis [2 ,3 ]
Wong, Vincent W. S. [1 ]
Jatskevich, Juri [1 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[2] Univ British Columbia, Vancouver, BC V6T 1Z4, Canada
[3] CYME Int T&D, St Bruno, PQ J3V 3P8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Ac-dc grid; optimal power flow; semidefinite programming; CONVEX RELAXATION; ALGORITHM; LOSSES; SYSTEM; MODEL;
D O I
10.1109/TPWRS.2016.2543726
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
The proliferation of technologies operating on dc power has motivated the system planners toward integration of dc and ac grids. The optimal power flow (OPF) analysis is widely used to determine the economically efficient operating points of the power grids. The OPF problem in ac-dc grids is a non-convex optimization problem due to the nonlinear power flow equations and the operating constraints imposed by the ac-dc converters. In this paper, we study the OPF problem in ac-dc grids to address the non-convexity of the problem. The objective of the ac-dc OPF problem is to jointly minimize the generation cost and the losses on the lines and converters. The optimization problem is subject to the ac and dc power flow constraints, the limits of the voltages and line flows, and the operating limits of the converters. We use convex relaxation techniques and transform the problem to a semidefinite program. We derive a sufficient condition for zero relaxation gap to obtain the global optimal solution. Simulations are performed on an IEEE 118-bus test system connected to sample dc grids. We show that the zero relaxation gap condition holds for the case study and the global optimal solution can be obtained.
引用
收藏
页码:289 / 304
页数:16
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