Graph Theory-Based Topological and Nodal Analysis for Identifying Critical Points to Enhance Resilience in Electrical Distribution Systems

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The resilience of power grids has become increasingly critical due to the growing frequency of extreme climatic events. This study integrates graph-theoretical metrics, physics-adapted metrics based on Kirchhoff's laws, spectral analysis for global resilience evaluation, and power flow simulations. The analysis identifies key nodes with high centrality as critical to maintaining grid stability and evaluates their importance by simulating targeted faults. Results demonstrate that spectral analysis, through evaluating eigenvalues, reflects the network's vulnerability when critical nodes are disrupted. These findings emphasize the effectiveness of combining these methods to assess resilience comprehensively, identify critical points in the network, and determine where to prioritize structural improvements.

Original languageEnglish
Title of host publication28th International Conference and Exhibition on Electricity Distribution, CIRED 2025
PublisherInstitution of Engineering and Technology
Pages1817-1822
Number of pages6
Volume2025
Edition14
ISBN (Electronic)9781807050207, 9781807050351, 9781807050375, 9781837242634, 9781837242900, 9781837242917, 9781837243143, 9781837243150, 9781837243167, 9781837243235, 9781837243341, 9781837243358, 9781837245277, 9781837246847, 9781837246854, 9781837247004, 9781837247011, 9781837247028, 9781837247035, 9781837247042, 9781837247059, 9781837247257, 9781837247264, 9781837247271, 9781837247295, 9781837247325, 9781837247332, 9781837249916
DOIs
StatePublished - 2025
Event28th International Conference and Exhibition on Electricity Distribution, CIRED 2025 - Geneva, Switzerland
Duration: 16 Jun 202519 Jun 2025

Conference

Conference28th International Conference and Exhibition on Electricity Distribution, CIRED 2025
Country/TerritorySwitzerland
CityGeneva
Period16/06/2519/06/25

Keywords

  • ALGEBRAIC CONNECTIVITY
  • GRAPH NEURAL NETWORK
  • GRAPH THEORY
  • POWER GRIDS
  • RESILIENCE

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