An Investigation into Cascading Failure in Large-Scale Electric Grids: A Load-Redistribution Approach
Source abstract
Abstract
In this study, we propose a load-redistribution-based practical cascading failure model that analyses the dynamic behaviour of a power system upon the occurrence of node failures. The proposed model pays particular attention to the load model and its role in modelling the cascade. Both naturally-induced and deliberate man-made node failures are incorporated in the proposed model for three typical network topologies—scale-free, small-world and Erdös–Rényi random networks—to demonstrate the validity of the proposed model and the extent of cascading failure. The load-based cascading failure model is validated using the data obtained from a real-world power grid, and the robustness and vulnerability when subjected to node failures are analysed and presented.
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Research context
OpenAlex topics: Complex Network Analysis Techniques · Infrastructure Resilience and Vulnerability Analysis · Optimal Power Flow Distribution
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Automation, Guangdong University of Technology, Guangzhou 510006, China
School of Electrical, Electronic and Computer Engineering, The University of Western Australia, Perth 00126G, Australia
Funding
National Natural Science Foundation of China · Natural Science Foundation of Guangdong Province · Australian Research Council · Foundation for Distinguished Young Talents inHigher Education of Guangdong · Guangzhou Science and Technology Program key projects
References (22)
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