A MDP-Based Vulnerability Analysis of Power Networks Considering Network Topology and Transmission Capacity

A MDP-Based Vulnerability Analysis of Power Networks Considering Network Topology and Transmission Capacity

This paper aims to study the vulnerability of the network to sequential cascading failures attacks where the attack strategy integrates network theory and discounted reward with Markov decision process (MDP) in the target selection process. A control strategy is designed to maximize the attack'...

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Bibliographic Details
Main Authors: Claudia Caro-Ruiz, Ameena Saad Al-Sumaiti, Sergio Rivera, Eduardo Mojica-Nava
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cascading failures
complex networks
Markov decision process
network congestion
system vulnerability
transmission capacity
Online Access:https://ieeexplore.ieee.org/document/8943212/

Internet

https://ieeexplore.ieee.org/document/8943212/

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