4.6 Article

Credible Interdiction for Transmission Systems

Journal

IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
Volume 8, Issue 2, Pages 738-748

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCNS.2021.3050128

Keywords

Coordinated attacks; N - k interdiction; penalty method; power grids; Stackelberg game

Funding

  1. U.S. Department of Energy (DOE) Grid Modernization Laboratory Consortium project Extreme Event Modeling
  2. National Nuclear Security Administration of DOE under the NNSA of the U.S. DOE at LANL [89233218CNA000001, DE-AC52-06NA25396]

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This article introduces novel formulations and algorithms for N - k interdiction problems in transmission networks, incorporating spatial and topological resource constraints to model different types of attacks. A constraint-generation algorithm is presented to solve these resource-constrained interdiction problems, and detailed case studies analyzing their behavior are provided along with comparisons to traditional N - k interdiction problems.
This article presents novel formulations and algorithms for N - k interdiction problems in transmission networks. In particular, it formulates spatial and topological resource constraints on attackers for N - k interdiction problems and illustrates the formulation with two new classes of N - k attacks: spatial N - k attacks where the attack is constrained by geographic distance of a bus chosen by an attacker; and topological N - k attacks where the attack is constrained to connected components. These two specific types of N - k attacks compute interdiction plans designed to better model localized attacks, such as those induced by natural disasters or physical attacks. We then formulate these two resource-constrained interdiction problems as bilevel, max-min optimization problems, and present a novel constraint-generation algorithm to solve these formulations. Detailed case studies analyzing the behavior of spatially and topologically resource-constrained problems and comparing them to the traditional N - k interdiction problem are also presented.

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