Transmission system restoration with co-optimization of repairs, load pickups, and generation dispatch

被引:48
作者
Coffrin, Carleton [1 ,2 ,3 ]
Van Hentenryck, Pascal [1 ,2 ]
机构
[1] NICTA Victoria, Optimisat Res Grp, Melbourne, Vic, Australia
[2] Australian Natl Univ, Coll Engn & Comp Sci, Canberra, ACT 0200, Australia
[3] Univ Melbourne, Comp & Informat Syst, Melbourne, Vic 3010, Australia
基金
澳大利亚研究理事会;
关键词
Power system restoration; Load pickup; AC power flow; LPAC power flow; Optimization; FLOW;
D O I
10.1016/j.ijepes.2015.02.027
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
This paper studies the restoration of a transmission system after a significant disruption such as a natural disaster. It considers the co-optimization of repairs, load pickups, and generation dispatch to produce a sequencing of the repairs that minimizes the size of the blackout over time. The core of this process is a Restoration Ordering Problem (ROP), a non-convex mixed-integer nonlinear program that is outside the capabilities of existing solver technologies. To address this computational barrier, the paper examines two approximations of the power flow equations: The DC model and the recently proposed LPAC model. Systematic, large-scale testing indicates that the DC model is not sufficiently accurate for solving the ROP. In contrast, the LPAC power flow model, which captures line losses, reactive power, and voltage magnitudes, is sufficiently accurate to obtain restoration plans that can be converted into AC-feasible power flows. An experimental study also suggests that the LPAC model provides a robust and appealing tradeoff between accuracy and computational performance for solving the ROP. (C) 2015 Published by Elsevier Ltd.
引用
收藏
页码:144 / 154
页数:11
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