3 papers
eess.SY2021
High Tension Lines: Predicting robustness of high-voltage power-grids to cascading failure using network embedding
Jonathan Bourne
This paper explores whether graph embedding methods can be used as a tool for analysing the robustness of power-grids within the framework of network science. The paper focuses on…
cs.SI2020
The spring bounces back: Introducing the Strain Elevation Tension Spring embedding algorithm for network representation
Jonathan Bourne
This paper introduces the Strain Elevation Tension Spring embedding (SETSe) algorithm, a graph embedding method that uses a physics model to create node and edge embeddings in undi…
eess.SY2019
Don't go chasing artificial waterfalls: Simulating cascading failures in the power grid and the impact of artificial line-limit methods on results
Jonathan Bourne, Aidan O'Sullivan, Elsa Arcaute
Research into cascading failures in power-transmission networks requires detailed data on the capacity of individual transmission lines. However, these data are often unavailable t…