A Sufficient Condition for Global Optimality of Solutions to the Optimal Power Flow Problem

被引:46
|
作者
Molzahn, Daniel K. [2 ]
Lesieutre, Bernard C. [1 ]
DeMarco, Christopher L. [1 ]
机构
[1] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
关键词
Global optimization; optimal power flow;
D O I
10.1109/TPWRS.2013.2288009
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent applications of a semidefinite programming (SDP) relaxation to the optimal power flow (OPF) problem offers a polynomial time method to compute a global optimum for a large subclass of OPF problems. In contrast, prior OPF solution methods in the literature guarantee only local optimality for the solution produced. However, solvers employing SDP relaxation remain significantly slower than mature OPF solution codes. This letter seeks to combine the advantages of the two methods. In particular, we develop an SDP-inspired sufficient condition test for global optimality of a candidate OPF solution. This test may then be easily applied to a candidate solution generated by a traditional, only-guaranteed-locally-optimal OPF solver.
引用
收藏
页码:978 / 979
页数:2
相关论文
共 50 条
  • [21] Analysis of Infeasible Cases in Optimal Power Flow Problem
    Gunda, Jagadeesh
    Harrison, Gareth
    Djokic, S. Z.
    IFAC PAPERSONLINE, 2016, 49 (27): : 23 - 28
  • [22] Modified barrier method for optimal power flow problem
    de Sousa, VA
    Baptista, EC
    da Costa, GRM
    2004 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1 AND 2, 2004, : 831 - 836
  • [23] An Overview of Semidefinite Relaxations for Optimal Power Flow Problem
    Zorin, I. A.
    Gryazina, E. N.
    AUTOMATION AND REMOTE CONTROL, 2019, 80 (05) : 813 - 833
  • [24] Tight LP Approximations for the Optimal Power Flow Problem
    Mhanna, Sieiman
    Verbic, Gregor
    Chapman, Archie C.
    2016 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2016,
  • [25] HEURISTIC METHODS TO SOLVE OPTIMAL POWER FLOW PROBLEM
    Cabadag, Rengin Idil
    Turkay, Belgin Emre
    ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, 2013, 13 (02): : 1653 - 1658
  • [26] Chemical Reaction Optimization for the Optimal Power Flow Problem
    Sun, Yi
    Lam, Albert Y. S.
    Li, Victor O. K.
    Xu, Jin
    Yu, James J. Q.
    2012 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2012,
  • [27] MAPEL: Achieving Global Optimality for a Non-Convex Wireless Power Control Problem
    Qian, Li Ping
    Zhang, Ying Jun
    Huang, Jianwei
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (03) : 1553 - 1563
  • [28] A tight compact quadratically constrained convex relaxation of the Optimal Power Flow problem
    Lambert, Amelie
    COMPUTERS & OPERATIONS RESEARCH, 2024, 166
  • [29] Optimal power flow solutions incorporating stochastic wind and solar power
    Biswas, Partha P.
    Suganthan, P. N.
    Amaratunga, Gehan A. J.
    ENERGY CONVERSION AND MANAGEMENT, 2017, 148 : 1194 - 1207
  • [30] Optimality condition and algorithm with deviation integral for global optimization
    Yao, Yirong
    Chen, Liu
    Zheng, Quan
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2009, 357 (02) : 371 - 384