GCN-Based Short-Circuit Current Calculation Method for Active Distribution Networks
Ruikai Ye,
Huifang Wang,
Yixiang Zhang
Abstract:The increasing integration of Inverter Interfaced Distributed Generators (IIDGs) into distribution networks has led to a more active nature of the grid. However, the accuracy-speed trade-off caused by iterative algorithms and simplified models in the short-circuit current calculation method for active distribution networks (ADNs) is becoming more prominent. To address this issue, we propose a novel approach that utilizes Graph Convolutional Neural Networks (GCNs) for short-circuit current calculation in ADNs. … Show more
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