Abstract: Power system analysis is a critical aspect of ensuring the reliable and efficient operation of electrical grids. Traditionally, power system analysis has focused on mathematical models and optimization techniques to analyse the behaviour of individual components and the overall system. However, with the increasing complexity of modern power systems, there is a growing need to incorporate the inherent graph topology of the grid into the analysis process. This paper explores the use of graph theory and graph topology in power system analysis. The graph topology represents the interconnectedness of power system components, including generators, transmission......
Keywords— Neural Networks, Power Flow, Fully Connected Neural Network, Graph neural network
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