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Computer Science > Systems and Control

Title: Paradigm and Paradox in Topology Control of Power Grids

Abstract: Corrective Transmission Switching can be used by the grid operator to relieve line overloading and voltage violations, improve system reliability, and reduce system losses. Power grid optimization by means of line switching is typically formulated as a mixed integer programming problem (MIP). Such problems are known to be computationally intractable, and accordingly, a number of heuristic approaches to grid topology reconfiguration have been proposed in the power systems literature. By means of some low order examples (3-bus systems), it is shown that within a reasonably large class of greedy heuristics, none can be found that perform better than the others across all grid topologies. Despite this cautionary tale, statistical evidence based on a large number of simulations using using IEEE 118- bus systems indicates that among three heuristics, a globally greedy heuristic is the most computationally intensive, but has the best chance of reducing generation costs while enforcing N-1 connectivity. It is argued that, among all iterative methods, the locally optimal switches at each stage have a better chance in not only approximating a global optimal solution but also greatly limiting the number of lines that are switched.
Subjects: Systems and Control (cs.SY)
Cite as: arXiv:1803.05852 [cs.SY]
  (or arXiv:1803.05852v2 [cs.SY] for this version)

Submission history

From: Shuai Wang [view email]
[v1] Thu, 15 Mar 2018 16:46:07 GMT (340kb,D)
[v2] Fri, 16 Mar 2018 15:33:15 GMT (341kb,D)