Tradeoff Between Robustness and Functionality in Cyber-Coupled Power Systems

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

3 Scopus Citations
View graph of relations

Author(s)

Related Research Unit(s)

Detail(s)

Original languageEnglish
Pages (from-to)499-509
Journal / PublicationIEEE Systems Journal
Volume16
Issue number1
Online published11 Jan 2021
Publication statusPublished - Mar 2022

Abstract

Robustness and functionality are conflicting requirements in cyber-coupled power systems. In general, a more tightly coupled power and cyber networks provides better functionality, but may degrade the robustness against attacks or failures. The way in which the power network is coupled with the cyber network is thus crucial to the design of robust cyber-coupled power networks while maintaining sufficient functionality. In this article, we classify coupling patterns according to two node-criticality metrics of the cyber network, i.e., node degree and node betweenness, and two node-criticality metrics of the power network, i.e., node degree and node capability. We use the relative coupling correlation coefficient to quantify the coupling pattern, and show that a coupled system with a lower relative coupling correlation coefficient has better robustness. A multiobjective problem is formulated and the Pareto optimal solutions are found to generate coupling patterns that give balanced robustness and functionality. Using a realistic physical power flow model, our results reveal possible tradeoff between functionality and robustness under different choices of criticality indexes.

Research Area(s)

  • Complex networks, Correlation, Couplings, cyber-physical systems (CPS), Decision making, power grids, Power system faults, Power system protection, Power systems, Robustness, robustness